<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201312B</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201312C</loc>
    <lastmod>2026-03-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201403B</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201412B</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201503C</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201609B</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201903B</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP201912B</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP202006B</loc>
    <lastmod>2024-01-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP202506B</loc>
    <lastmod>2026-03-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP202509A</loc>
    <lastmod>2026-03-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/CCF-CSP/CSP202512D</loc>
    <lastmod>2026-03-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode1</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode15</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode153</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode200</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode207</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode3</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode322</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode46</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode70</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode739</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/Leetcode/leetcode84</loc>
    <lastmod>2026-03-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/accessibility/wcag</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/active-learning-materials-science</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/ai-drug-discovery</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/alphafold-series</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/earth-system-foundation-model</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/foundation-models-science</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/gnome-materials-discovery</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/latent-x-drug-design</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/molecular-generation-models</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/protein-design-ai</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/protein-structure-prediction-comparison</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/proteo-r1-protein-reasoning</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/ai-for-science/rfdiffusion-deep-dive</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/2-sat</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/ac-automaton</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/approximation-algorithms</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/astar</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/backtracking</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/bellman-ford</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/big-o-notation</loc>
    <lastmod>2026-04-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/binary-lifting</loc>
    <lastmod>2026-04-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/binary-search</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/bipartite-matching</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/bit-manipulation</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/breadth-first-search</loc>
    <lastmod>2026-03-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/bridge-and-cut-points</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/cdq-divide</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/chordal-graph</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/convex-hull</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/depth-first-search</loc>
    <lastmod>2026-03-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/diff-constraints</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/dijkstra</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/discretization</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/divide-and-conquer</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/dp-optimization</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/dynamic-planning</loc>
    <lastmod>2026-04-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/euler-path</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/floyd-warshall</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/frac-programming</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/game-theory</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/greedy</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/half-plane</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/hamilton-path</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/heap-sort</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/hld</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/insertion-sort</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/k-th-statistic</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/kmp</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/knapsack</loc>
    <lastmod>2026-04-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/lyndon-factorization</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/manacher</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/master-theorem</loc>
    <lastmod>2026-04-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/matrix-tree-theorem</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/max-flow</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/merge-sort</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/min-cost-flow</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/minimum-spanning-tree</loc>
    <lastmod>2026-04-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/mo-algo</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/online-algorithms</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/palindromic-tree</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/prefix-sum</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/quick-sort</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/randomized-algorithms</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/rotating-calipers</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/selection-sort</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/simulated-annealing</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/string-hash</loc>
    <lastmod>2026-04-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/strongly-connected-components</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/suffix-array</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/suffix-automaton</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/sweep-line</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/topological-sort</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/two-pointer</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/wqs-binary-search</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/algorithms/z-function</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/blockchain/basics</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/blockchain/smart-contracts</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/compilers/ir-and-optimization</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/compilers/lexer</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/compilers/parser</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/computer-architecture/computer-architecture-basics</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/computer-architecture/cpu-pipeline</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/avl</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/b-plus-tree</loc>
    <lastmod>2026-04-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/b-tree</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/bloom-filter</loc>
    <lastmod>2026-04-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/counting-bloom-filter</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/fenwick</loc>
    <lastmod>2026-04-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/hash-table</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/heap</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/kd-tree</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/lfu-cache</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/link-cut-tree</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/linked-list</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/lru-cache</loc>
    <lastmod>2026-04-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/monotonic-queue</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/monotonous-stack</loc>
    <lastmod>2026-03-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/persistent-data-structure</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/red-black-tree</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/segment-tree</loc>
    <lastmod>2026-04-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/skip-list</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/sparse-table</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/splay</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/stack</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/treap</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/trie</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-structure/union-find</loc>
    <lastmod>2026-03-31T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/data-visualization/fundamentals</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/buffer-pool</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/database-design</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/database-index-principles</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/database-overview</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/lsm-tree</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/mvcc-implementation</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/nosql</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/page-structure</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/sql-advanced</loc>
    <lastmod>2026-04-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/transaction-isolation</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/databases/write-ahead-log</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/devops/cicd</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/bulkhead-pattern</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/circuit-breaker</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/consensus-algorithms</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/cqrs-pattern</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/distributed-cache</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/distributed-systems-overview</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/distributed-tracing</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/distributed-transactions</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/event-sourcing</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/message-queue</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/opentelemetry-at-scale</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/saga-pattern</loc>
    <lastmod>2026-04-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/distributed-systems/service-mesh</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/edge-computing/basics</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/byzantine-attacks-defense</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/fedavg-fedprox-algorithms</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/federated-learning-fundamentals</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/federated-learning-llm-finetuning</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/federated-learning-non-iid-heterogeneity</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/federated-learning-privacy-dp</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/personalized-federated-learning</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/scaffold-fednova-algorithms</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/secure-aggregation</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/federated-learning/vertical-federated-learning</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/formal-verification/basics</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/browser-internals</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/build-tools</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/css-layout</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/micro-frontends</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/react-advanced</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/react-hooks</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/react/server-components</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/frontend/vue-basics</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/functional-programming/basics</loc>
    <lastmod>2026-04-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/chebnet-revival-long-range</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/deeper-gcn-iterative-training</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/flow-attentional-gnn</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/gcn-generalization-theory</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/gilt-graph-foundation-model</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/gnn-message-passing-deep-dive</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/graph-convolutional-network-detailed</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/graph-foundation-models</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/mamba-gnn-integration</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/mamba-gnn-oversmoothing-2025</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/scale-gnn-adaptive-high-order</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/graph-neural-network/temporal-gnn-continuous-prediction</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/hci/design-principles</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/hci/introduction</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/hci/usability-engineering</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/information-theory/</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/information-theory/information-bottleneck-autoencoder-theory</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/information-theory/information-bottleneck-variants</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/information-theory/information-theoretic-optimization-dynamics</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/information-theory/prediction-complexity-tradeoff</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/information-theory/rate-distortion-deep-learning</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/information-theory/universal-prediction-theory</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/kubernetes/kubernetes-operator</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/kubernetes/kubernetes-storage</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/kubernetes/service-mesh</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/llm/agent-architecture-patterns-systematic</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/llm/kv-cache-optimization-techniques</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/llm/llm-theory</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/llm/self-evolving-agents</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/llm/tokenizer-training-design</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/llm/transformer-evolution</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/1000-layer-networks-self-supervised-rl</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision-video-generation/</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/3d-gaussian-splatting</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/3d-generation-llm-enhancement</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/4d-scene-representation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/dreamfusion-score-distillation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/feedforward-3d-generation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/gaussian-splatting-variants-optimization</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/improved-3d-diffusion-generation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/video-to-3d-reconstruction</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/3d-vision/vlm-3r-instruction-aligned-reconstruction</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/a2fm-agent-foundation-model</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adapter-methods</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adaptive-optimizer-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adaptive-test-time-compute-reasoning</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-attack-methods</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-examples-phenomenology</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness-defense-detection</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness-fundamentals</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/adversarial-attack-methods</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/adversarial-robustness-fundamentals</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/adversarial-robustness-theory</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/adversarial-robustness-vision-transformer</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/adversarial-training</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/certified-robustness</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/input-transformation-defense</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-robustness/probabilistic-robustness</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/adversarial-training-methods</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/aflops-adaptive-flow-path-sampler</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/agent-architecture-patterns</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/agent-safety-alignment</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/agentic-ai-applications</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/agentic-ai-fundamentals</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/agentic-reasoning</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ai-safety/automated-alignment-researchers</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ai-safety/</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ai-safety/teaching-claude-why</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ai-safety/trustworthy-agents-framework</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/alibi-positional-encoding</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/alignmerge-fisher-guidance</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/alternating-gradient-flows-feature-learning</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/analytical-low-rank-approximation-transformer</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/apple-foundation-models-2025</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/approximate-normalization-transformer</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/arrow-causal-discovery-foundation</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/attention-markov-chain-theory</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/attention-matrix-low-rank-compression</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/attention-mechanism-variants-comparison</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/attention-optimal-transport-theory</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/attention-rank-collapse-spectral-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/audio-diffusion-models</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/audio-event-detection-understanding</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/audio-tokenization-discrete-representation</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/multimodal-audio-language-models</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/self-supervised-speech-learning</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/speech-recognition-deep-learning</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/audio-speech/speech-synthesis-generation</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/backpropagation-algorithm</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/backpropagation-gradient-flow-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/backpropagation</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/baum-welch-forward-backward</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayes-by-backprop</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-deep-learning-index</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-deep-learning-practical-guide</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-estimation-theory</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-last-layer-deep-learning</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-network</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-networks</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-neural-networks-advanced-inference</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-neural-networks-uncertainty</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bayesian-neural-networks</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/beit-visual-bert</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/belief-propagation-deep-learning</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bias-variance-tradeoff-decomposition</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/bnn-uncertainty-quantification</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/canonical-representation-hypothesis-neural-collapse</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/cat-compress-attend-transformer</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/catboost-categorical-features</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-abstraction-mechanistic-interpretability</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-diffusion-models</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-disentanglement</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-foundation-model-partial-graphs</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-ai-scientist-llm-driven</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-counterfactual-reasoning</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-discovery</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-inference-fundamentals</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-llm-benchmark</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-llm-integration-overview</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-nlp-bidirectional-enhancement</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-reinforcement-learning</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causal-representation-learning-theory</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/causalbench-evaluation-framework</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/do-calculus</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/heterogeneous-treatment-effects</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/llm-causal-discovery-2025</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/llm-causal-reasoning-evaluation</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/multi-agent-causal-discovery</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/uplift-modeling-introduction</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-inference/uplift-modeling-methods</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-reinforcement-learning/causal-exploration</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-reinforcement-learning/causal-irl-constraint-inference</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-reinforcement-learning/causal-mdp-cmdp</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-reinforcement-learning/crl-fundamentals</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-reinforcement-learning/</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causal-representation-learning</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/causalvae-ivae</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/central-flows-optimization-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/central-flows-understanding-optimization</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/certified-robustness-theory</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/chain-of-thought-reasoning</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/chebyshev-polynomial-graph-filters</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/circuit-discovery</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/class-incremental-learning</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/cnn-and-image-classification</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/compact-sparse-moe-cosmoe</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/complete-splat-3d-scene-completion</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/completeP-transformer-parameterization</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/complex-former-rotary-attention</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/compositional-sparsity-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/computational-advantage-depth-might</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/computational-graph</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/condensate-theorem-attention-sparsity</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/conditional-random-field</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/conditional-random-fields-sequence</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/conjugate-learning-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/consistency-flow-matching</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/constitutional-ai-2025</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/contexture-theory-foundation-models</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/contexture-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continual-learning-architecture</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continual-learning-forgetting-theory</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continual-learning-fundamentals</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continual-learning-generalization-theory</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continual-learning-llm</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continual-learning-regularization</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continual-learning-replay</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continuous-depth-transformers</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continuous-latent-diffusion-lm</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/continuous-neural-networks/</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/contrastive-learning-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/convex-dominance-deep-learning</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/convex-optimization-lagrangian-duality</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/convnext</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/cot-controllability-safety-monitoring</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/counterfactual-generation</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/coverage-principle-compositional-generalization</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ctrl-world-controllable-robot-manipulation</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/cv-basics</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dapo-discrete-algorithmic-policy-optimization</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dare-drop-and-rescale-merging</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dc-autoencoder-deep-compression</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dc-merge-directional-consistency</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ddpm-implementation</loc>
    <lastmod>2026-04-21T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-conditional-random-fields-theory</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-cross-attention-transformer</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-delta-learning-geometric-residual</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-basics</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-generalization-pointwise</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-representation-theory</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-theory-2025-2026-frontiers</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-theory-frontiers-2025-2026</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-theory/features-at-convergence-theorem</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-theory/grokking-mechanism-theory</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-theory/</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-theory/mu-parametrization-rich-feature-learning</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-learning-theory/transformer-hessian-full-analysis</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-particle-optimal-transport</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-probabilistic-inference-practice</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deep-vib</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deepscalable-transformer-keel</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/deliberative-alignment-reasoning-safety</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/denoising-recursion-models</loc>
    <lastmod>2026-05-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/denoising-score-matching-learning-curves</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/depth-computational-advantage</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/detr-end-to-end-detection</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffsplat-gaussian-splatting-diffusion</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffumamba-mamba-backbone-diffusion</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-adversarial-robustness/certified-diffusion-robustness</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-adversarial-robustness/diffusion-adversarial-attack-methods</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-adversarial-robustness/diffusion-adversarial-training</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-adversarial-robustness/diffusion-backdoor-attacks-defense</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-adversarial-robustness/diffusion-model-adversarial-vulnerability</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-adversarial-robustness/</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-adversarial-robustness/text-to-image-adversarial-attacks</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-bridge-flow-matching-unified-theory</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-conditional-guidance</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-flow-matching</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-language-model-advances</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-language-model-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-language-models</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-architectures</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-generalization-memorization</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-generalization-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-memorization-neurips-2025</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-pde-convergence-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-quantization-2025</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-spectral-bias-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-theory</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model-unified-measure-theory</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-model</loc>
    <lastmod>2026-04-21T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-models-pde-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-sampling-acceleration</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-sampling-techniques</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-self-reflection-z-sampling</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/diffusion-variational</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dino-world-foundation-video-model</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dit-architecture</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dit-variants-2025</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/domain-adaptation-theory-methods</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dreamworld-unified-world-modeling</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dultra-rl-accelerated-diffusion-llm</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dynamic-bayesian-networks</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dynin-omni-multimodal-unified-diffusion</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/dyweight-dynamic-gradient-weighting-sampling</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/eagley-continuous-verification-speculative-decoding</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ebm-vs-diffusion-comparison</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/edge-llm-deployment</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/edge-of-stability-convergence-rates</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/effective-frontier-scaling</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/efficient-video-models-lightweight</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/efficient-vision-transformer</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/elastic-latent-interfaces-diffusion</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/elastic-reasoning-scalable-cot</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/em-algorithm-advanced</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/em-algorithm</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/embodied-world-models-robotics-2025</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/emergent-abilities-debate-critique</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/emergent-abilities-llm-comprehensive</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/emergent-abilities</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/encode-think-decode-framework</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/energy-based-models-2025-unified</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/energy-based-models-deep-learning</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/energy-based-models-flow-matching</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/energy-based-transformers</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ensemble-learning-index</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ensemble-learning-unified-theory</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/entropic-force-theory-dl</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/evolutionary-model-merging</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/evoworld-panoramic-world-generation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ewc-theoretical-guarantees</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/expectation-propagation</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/exponential-family</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fact-features-convergence-theorem</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/factor-graph</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/factor-graphs-belief-propagation-unified</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fantasyworld-geometry-consistent-world-modeling</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fast-sampling-techniques-2025</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/feature-geometry</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/features-at-convergence-theorem</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/federated-learning/federated-learning-byzantine-defense</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/federated-learning/federated-learning-communication-efficiency</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/federated-learning/federated-learning-fundamentals</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/federated-learning/federated-learning-non-iid-strategies</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/federated-learning/federated-learning-privacy-attacks</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/federated-learning/federated-learning-privacy-defense</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/federated-learning/personalized-federated-learning</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/flash-attention-io-aware-attention</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/flow-anchored-consistency-models</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/flow-map-unified-generative-modeling</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/flowmo-mode-seeking-ae</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/forest-of-thought-scaling</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fourier-neural-networks</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/freetta-online-em-test-time-adaptation</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/frequency-principle-dnn-training</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fttt-feedback-test-time-learning</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/function-centric-minima-perspective</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/function-space-variational-inference-dl</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/clustering-algorithms</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/decision-tree-random-forest</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/dimensionality-reduction-comparison</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/eigenvalue-deep-learning</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/expectation-maximization-algorithm</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/gaussian-mixture-model</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/k-nearest-neighbors</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/logistic-regression</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/maximum-likelihood-estimation</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/naive-bayes</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/pca-autoencoder-connection</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/pca-deep-dive</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/softmax-regression</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/support-vector-machine</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/t-distributed-stochastic-neighbor-embedding</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/fundamentals/uniform-manifold-approximation-projection-umap</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gan-applications</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gan-architectures</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gan-evaluation-metrics</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gan-fundamentals</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gan-training-techniques</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gated-attention-llm-neurips-2025</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gaussian-processes</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/generalization-theory-2025-advances</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/generalized-information-bottleneck</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/generator-matching-arbitrary-markov-processes</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/global-convergence-mup-parametrization</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gnn-depth-limitations</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gnn-expressivity-quantitative-framework</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gnn-expressivity-theory</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gnn-over-squashing-bottleneck</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gnn-probabilistic-inference</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-boosting-decision-tree</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-boosting/catboost-algorithm</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-boosting/gradient-boosting-fundamentals</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-boosting/gradient-boosting-theory</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-boosting/</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-boosting/lightgbm-algorithm</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-boosting/xgboost-algorithm</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-flow-convergence-unified</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-flow-unified-convergence</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/gradient-noise-generalization</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-attention-network-gatv2</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-convolutional-network</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-neural-network</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-neural-network/gcn-spectral-convolutional</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-neural-network/gnn-expressivity-quantitative-framework</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-neural-network/gnn-expressivity-wl-limitations</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-neural-network/probabilistic-gnn-inference</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-sampling-efficient-training</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-transformer-architecture</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-transformer-hierarchical-mask-framework</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graph-wavelet-transform-deep-dive</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graphical-model-structure-learning</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/graphminnet-minimal-gated-recurrent</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/grokking-first-principles</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/grokking-learning-dynamics</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/group-mamba-efficient-vision-ssm</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/grpo-group-relative-policy-optimization</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hamiltonian-monte-carlo-geometric-theory</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hessian-spectral-analysis-transformers</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hidden-markov-model-deep-learning</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hidden-markov-model</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/higher-order-attention-mechanisms</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/higher-order-attention-nexus</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hy-world-2-multimodal-world-model</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hybrid-architecture-index</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hybrid-architecture-industry-implementations</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hybrid-ssm-transformer</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hymba-hybrid-attention-ssm-heads</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hyperbolic-deep-learning/hyperbolic-deep-learning-applications</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hyperbolic-deep-learning/hyperbolic-foundation-models</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hyperbolic-deep-learning/hyperbolic-geometry-foundations</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hyperbolic-deep-learning/hyperbolic-graph-neural-networks</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hyperbolic-deep-learning/hyperbolic-neural-networks</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/hyperbolic-deep-learning/</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ib-continual-learning</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/icl-fast-adaptation-mechanism</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/icl-meta-learning-theory</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/idinit-identical-initialization</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/implicit-bias-gradient-descent</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/implicit-neural-representations/implicit-neural-representations</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/implicit-neural-representations/nerf-neural-radiance-field</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/implicit-neural-representations/siren-networks</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/implicit-regularization-dnn</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/importance-weighted-autoencoder</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/in-context-learning-dynamics-linear-transformer</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/in-context-learning-linear-algebra</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/in-context-learning-mechanistic-analysis</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/inference-strategies-llm-reasoning</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/infinite-self-attention-linear-vit</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/info-nce-contrastive</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/information-geometry-foundations</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/information-theoretic-dl-framework</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/information-theoretic-unified-framework</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ivon-optimizer-variational-learning</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/jem-adversarial-training</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/jepa-joint-embedding-predictive-architectures</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/junction-tree-algorithm</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kalman-filter-extensions</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kan-2-scientific-discovery</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kan-critical-assessment</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kan-pytorch-implementation</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kan-theory-analysis</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kan-variants-survey</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kernel-perceptron-spectral-clustering</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/knowledge-distillation-fundamentals</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/knowledge-distillation-llm</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/knowledge-graph-completion-gnn</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kto-kernelized-truncated-odds</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kuramoto-model-synchronization</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kv-cache-compression/elitekv-rope-frequency-selection</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kv-cache-compression/kv-cache-compression-survey</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kv-cache-compression/leankv-unified-compression</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/kv-cache-compression/treekv-tree-structure-compression</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/laplace-approximation-bnn</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/laplace-approximation-deep-dive</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/latent-forcing-diffusion</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/latent-reasoning-paradigm</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/latent-reasoning-recurrent-depth</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/laurel-resnet-improvement</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lavida-multimodal-diffusion-vlm</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lcot-to-tree-reasoning-structure</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/learning-dynamics-generalization-unified</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lfm2-liquid-foundation-models</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lightgbm-efficient-implementation</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/linear-attention-mechanism-theory</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/liquid-neural-networks/liquid-neural-networks-applications</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/liquid-neural-networks/liquid-neural-networks-theory</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llada-large-scale-diffusion-llm</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llada2-100b-diffusion-llm</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-adversarial-security/adaptive-attacks-robustness-evaluation</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-adversarial-security/</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-adversarial-security/llm-adversarial-attacks-overview</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-adversarial-security/llm-adversarial-training-defenses</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-adversarial-security/prompt-injection-jailbreak-attacks</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-adversarial-security/token-level-adversarial-attacks</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-compression-generalization-bounds</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-distillation-minillm-gkd</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-in-context-learning-mechanism</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-inference-acceleration-2025</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-symbolic-reasoning</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-test-time-learning-tll</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm-uncertainty-quantification</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/agentic-ai</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/agentic-rag-applications</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/agentic-rag-architecture</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/agentic-rag-fundamentals</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/agentic-rag-pomdp-formalization</loc>
    <lastmod>2026-05-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/agentic-rag-systematic-overview</loc>
    <lastmod>2026-05-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/ai-agent-cost-control</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/ai-agent-evaluation</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/ai-agent-frameworks-comparison</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/ai-agent-observability</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/ai-agent-production-architecture</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/grag-dynamic-knowledge-graph-rag</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/graphrag-fundamentals</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/graphrag-technical-deep-dive</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/llm-architecture-family</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/llm-evaluation-benchmarks</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/llm-evaluation</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/llm-inference-optimization</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/llm-training-pipeline</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/mcp-protocol</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/positional-encoding-complete-guide</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/prompt-engineering-methodology</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/proxy-tuning-linear-alignment</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/rag-evaluation-frameworks</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/rag-index</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/rag</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/reflective-rag-adaptive-retrieval</loc>
    <lastmod>2026-05-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/self-reflective-rag</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/tokenization-deep-dive</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/training-free-alignment-survey</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/training-free-in-decoding-alignment</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/training-free-post-decoding-alignment</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/training-free-pre-decoding-alignment</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/llm/vector-database</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/logit-regularization-implicit-bias</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/long-context-ultra-training</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/long-context-video-world-models</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/long-range-gnn</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/long-short-term-memory-lstm</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/long-video-generation-drift-solution</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/long-video-understanding</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/longrope-context-extension</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/loopy-belief-propagation-theory</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lora-safety-alignment-reasoning</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lora</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/loss-landscape-critical-points-analysis</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/loss-landscape-flat-channels-infinity</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/loss-landscape-hierarchical-structure</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/loss-landscape-multifractal-dynamics</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/loss-landscape-topology</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lottery-ticket-hypothesis</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/low-rank-training-lora-beyond</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lstm-to-ssm-state-space-duality</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lstm</loc>
    <lastmod>2026-04-20T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/lyra-2-explorable-3d-worlds</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/machine-learning-fundamentals</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mae-masked-autoencoder</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/magnitude-pruning-mechanism-analysis</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/malt-diffusion-long-video</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-2-hybrid-architecture-design</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-2-ssd-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-2-state-space-duality-deep-theory</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-3-core-innovations</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-3-inference-first-ssm</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-3-methodological-deep-dive</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-3-mimo-variant-design</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-3-training-efficiency</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-expressivity-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-hardware-algorithms</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-routing-moe-ssm</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba-vision-hybrid-architecture</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mamba2d-native-2d-ssm</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/maml</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/markov-chain-transformer-theory</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/markov-chains-deep-learning-theory</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/markov-network-crf</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/markov-random-fields-energy-based-models</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mars-optimizer-variance-reduction</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/masked-ae-tokenizers-diffusion</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/masked-diffusion-multimodal-learning</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/matching-networks</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/matrix-calculus-dl</loc>
    <lastmod>2026-04-21T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/matrix-factorization-representation</loc>
    <lastmod>2026-04-21T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/matrix-norms-neural-networks</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/matryoshka-thinking-recursive-tt-scaling</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mc-dropout</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mcmc-advanced</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mcmc-convergence-diagnostics</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mcmc-methods</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mcts-llm-reasoning</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mdl-based-optimization-deep-learning</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability-alignment</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability-benchmark-mib</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/a-implies-b-circuit-analysis</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/circuit-analysis-methodology</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/circuit-hypothesis-testing</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/compositional-generalization-circuit</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/concept-bottleneck-sae</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/feature-steering-sae</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/fine-tuning-circuit-analysis</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/gemma-scope-analysis</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/multimodal-sae-vision-language</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/protein-language-model-interpretability</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/qa-circuit-analysis</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/saebench-benchmark-framework</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/self-attention-circuit-mechanisms</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/sparse-autoencoders-advanced-architectures</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/sparse-autoencoders-limitations-critiques</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mechanistic-interpretability/sparse-feature-circuits</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/medusa-multi-token-prediction</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mergekit-tool-tutorial</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/message-passing-neural-networks</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/meta-learning-optimization</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/meta-learning-overview</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/minimal-test-time-intervention-mti</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/minimax-01-lightning-attention-moe</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/miras-framework-long-term-memory</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mixture-of-experts</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mixture-of-recursions-transformer</loc>
    <lastmod>2026-05-19T13:03:23.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ml-evaluation-metrics</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mlops-model-deployment</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mlp-universal-approximation</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mobile-vit-lightweight-vit</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/mode-connectivity-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/model-merging-applications</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/model-merging-fundamentals</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/model-merging-llm-era-survey</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/model-pruning</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/model-quantization</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/model-soup-weight-averaging</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/modern-cnn-architectures-2025</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/modern-cnn-architectures-efficiency</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/modern-cnn-architectures</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/modern-lstm-advances-xlstm-tau-gru</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/modern-mlp-architectures-mlp-mixer-kan</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/moe-expert-specialization</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/moe-training</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/molecular-graph-drug-discovery</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ms-ssm-multi-scale-state-space</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/muddformer-dynamic-dense-connections</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/convex-markov-games</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/deep-meta-coordination-graphs</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/emergent-communication-protocols</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/emergent-coordination-phase-structure</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/k-level-policy-gradients</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/llm-driven-multi-agent-coordination</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/marl-communication</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/marl-policy-gradient</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/marl-value-factorization</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/multi-agent-rl-introduction</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/oryx-scalable-multi-agent-sequence</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/scalable-multi-agent-rl-transformers</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/taac-team-attention-actor-critic</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-rl/team-competition-global-nash</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-agent-systems-coordination</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multi-layer-perceptron-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/clip</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/commercial-vlm-models-analysis</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/llava</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/multimodal-alignment-fusion-methods</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/multimodal-evaluation-benchmarks</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/multimodal-instruction-tuning</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/multimodal-learning-fundamentals</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/multimodal-survey</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/thinkmorph-interleaved-cot</loc>
    <lastmod>2026-05-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/vision-language-pretraining</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/multimodal-learning/vlm-architecture-taxonomy</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/muon-optimizer-convergence-theory</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/muon-optimizer-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/n3d-vlm-spatial-reasoning</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/nas-training-free-2025</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/natural-gradient-kfac-optimizers</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neo-no-optimization-test-time-adaptation</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/llm-guided-nas</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-applications</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-benchmarks-evaluation</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-correlation-benchmark</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-darts-variants-survey</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-evaluation</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-fundamentals-taxonomy</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-hardware-aware-deep-dive</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-llm-guided-nas</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-moe-integration</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-overview</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-research-index</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-search-space</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-search-strategies</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/nas-zero-shot-methods</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-architecture-search/training-free-nas-zcp-2025</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-circuit-complexity-ac0-tc0</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-expressivity-depth-relu</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-network-expressivity</loc>
    <lastmod>2026-04-20T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-neural-scaling-laws</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-odes-continuous-depth-networks</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-odes/neural-odes-applications</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-odes/theory-deep-analysis</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-optimal-transport-unot</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-tangent-kernel-theory-deep-dive</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-thermodynamics-entropic-forces</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neural-variational-inference-deep-dive</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurips-2025-best-papers-overview</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neuro-symbolic-learning</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neuroalgebraic-geometry</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/alphab-crown-verifier</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/alphageometry-system-deep-dive</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/alphaproof-formal-math-reasoning</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/clip-and-verify</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/logic-tensor-networks-deep-theory</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/logic-tensor-networks</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/neural-theorem-proving</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/neurosymbolic-ai-overview</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/neurosymbolic-program-synthesis</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/neurosymbolic/rlvr-verifiable-reward-learning</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/nexusformer-nonlinear-attention</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/nlp-basics</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/nn-layers-linear-algebra</loc>
    <lastmod>2026-04-21T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/nonasymptotic-generalization-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/nonparametric-bayesian</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/noprop-training-paradigm</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/normalization-gradient-flow</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/normalization-techniques</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/normalizing-flows-variational</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/offline-reinforcement-learning/</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/offline-reinforcement-learning/offline-rl-algorithms-taxonomy</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/offline-reinforcement-learning/offline-rl-decision-transformer</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/offline-reinforcement-learning/offline-rl-introduction</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/offline-reinforcement-learning/offline-rl-model-based</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/optimal-transport-wasserstein-distance</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/optimizer-continuous-time-theory</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/optimizer-qualitative-solution-influence</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/optimizers</loc>
    <lastmod>2026-04-20T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/orpo-odds-ratio-preference-optimization</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-bound-effectiveness-analysis</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-dnn-risk-certification</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-early-exit-networks</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-flat-minima-link</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-gaussian-prior-dnn-bounds</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-theory</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-transformer-generalization</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-unified-framework-norm-bounds</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pac-bayes-uniform-random-sets</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/parameter-space-symmetry</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/parameter-symmetry-unified-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/particle-gibbs-diffusion-language</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/path-planning-masked-diffusion</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/path-regularization-double-descent</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/peft-overview</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/peft-practice</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/phase-transitions-deep-learning</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/physconvex-3d-dynamic-reconstruction</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/physics-informed-world-models</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pointwise-generalization-riemannian-dimension</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/pointwise-generalization-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/positional-encoding-geometric-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/precise-gradient-descent-finite-width</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/precision-gradient-descent-dynamics</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-adversarial-robustness</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-circuit-foundations</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-circuits-applications</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-circuits-fundamentals</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-circuits-learning-algorithms</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-circuits-training</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-graph-circuits-detailed</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-graph-circuits</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-graph-models-deep-learning-integration</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-graphical-models-comprehensive</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-graphical-models-unified-theory</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probabilistic-models-neural-networks</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/probability-calibration-theory</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/process-reward-model</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/process-reward-model/process-reward-models-that-think</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/process-reward-model/rewarding-progress-scaling-verifiers</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/process-reward-model/rl-tango-generator-verifier</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/process-reward-model/rm-r1-reward-modeling-reasoning</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/projected-gradient-descent-attack</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/prompt-tuning</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/proto-net</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/provable-icl-nonlinear-regression</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/r-wom-retrieval-augmented-computer-agents</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/random-matrix-theory-ml</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/random-reshuffling-richardson-extrapolation</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reasoning-action-alignment</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reasoning-induced-misalignment-rim</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reasoning-models-hybrid-architectures</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reasoning-models</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/rectified-flows-optimal-transport</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/recurrent-neural-network-rnn</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/refusal-cliff-reasoning-models</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/actor-critic</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/bellman-equations</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/constrained-rl-cmdp</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/continuous-actor-critic</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/distributed-rl-algorithms</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/dqn</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/dynamic-programming</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/exploration-exploitation-rl</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/gail-generative-adversarial-irl</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/group-policy-gradient-gpg</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/grpo-theoretical-foundation-llm-alignment</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/in-context-reinforcement-learning</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/inverse-reinforcement-learning</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/maximum-entropy-rl-theory</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/mdp-basics</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/meta-reinforcement-learning-theory</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/model-based-rl-theory</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/model-predictive-control</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/multi-armed-bandits-foundation</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/offline-rl-nonuniform-coverage</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/offline-rl-statistical-complexity-2025</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/offline-rl-statistical-complexity</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/offline-rl-theoretical-advances-2025</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/online-learning-theory-regret</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/policy-gradient-global-convergence-theory</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/policy-gradient</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/policy-mirror-descent-unified</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/ppo-algorithm-improvements</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/ppo-convergence-theory</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/ppo-fisher-rao-geometric-theory</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/ppo</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/q-learning</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/rlhf-reward-modeling-advances-2025</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/rlhf-reward-modeling-advances</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/rlhf</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/soft-actor-critic</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/td3-twin-delayed-ddpg</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/test-time-compute-scaling-reasoning-models</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reinforcement-learning/world-models-planning</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/repa-e-end2end-vae-tuning</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/replay-theoretical-analysis</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/reptile</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/resnet-and-skip-connections-theory</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/resnet-deep-residual-learning</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/resnet-dynamical-system-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/resnet</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/riemannian-geometry-generalization-manifolds</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/rkhs-kernel-theory-ml</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/rlvr-reasoning-training</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/rnn-and-sequence-modeling</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/rwkv-model</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/saferb-bench-reasoning-safety</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/samba-hybrid-attention-ssm</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sampling-applications-dl</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sampling-theory-deep</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scaling-collapse-supercollapse-theory</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scaling-laws-feature-learning-regime</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scaling-laws-linear-regression</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scaling-laws-origin-theory</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scaling-laws-redundancy-superposition-theory</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scaling-laws-redundancy-theory</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-deep-learning-theory</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/alphafold-protein-structure</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/data-driven-turbulence-modeling</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/equivariant-gnn-molecular-science</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/gnn-fluid-dynamics</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/molecular-dynamics-simulation</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/nequip-allegro-ml-potentials</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/neural-operators-fluid-simulation</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/neural-operators-fno-deeponet</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/physics-informed-neural-networks</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/pinns-computational-fluid-dynamics</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/scientific-ml/rfdiffusion-protein-design</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/score-based-sampling-theory</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/score-learning-manifold-geometry</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/score-matching-distribution-learning-connection</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/score-matching-sde</loc>
    <lastmod>2026-04-21T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/score-matching-theoretical-foundations</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/score-matching-variational-inference</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/second-order-optimization-deep-theory</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/second-order-optimization</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sessa-selective-state-space-attention</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sf-mamba-efficient-vision</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sgd-to-spectra-weight-dynamics</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sgmcmc-bayesian-deep-learning</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sharp-flat-minima</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sigma-moe-tiny-extreme-sparsity</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sinkhorn-algorithm-entropic-ot</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/slerp-spherical-linear-interpolation</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/snap-low-latency-test-time-adaptation</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/softmax-alternatives</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sora-2-architecture</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/source-free-domain-adaptation/causalda-unified-source-free-adaptation</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/source-free-domain-adaptation/</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/source-free-domain-adaptation/sfmamba-source-free-adaptation</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sparse-attention-length-extrapolation</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sparse-attention-tradeoffs-transformer-llm</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sparse-autoencoders</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sparse-moe-dense-backpropagation</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/sparse-neural-network-training</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/specreason-speculative-reasoning</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/spectral-conditional-attention-transformer</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/spectral-edge-thesis-dl-training</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/spectral-flattening-orthogonalization</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/spectral-gnn-wavelet-methods</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/spectral-gradient-updates-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/spectral-graph-theory-deep-dive</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/spectral-spatial-unification-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/speculative-decoding-theory</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ssm-bottlenecks-theory</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ssm-expressivity-state-size-theory</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ssm-mamba-comparison-analysis</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ssm-mamba-expressivity-polynomial-theory</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ssm-memory-learning-dynamics-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ssm-transformer-hybrid-architectures-survey</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/stable-chebnet-dynamic-system</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/state-space-model</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/stochastic-layerwise-learning-sll</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/strong-lottery-ticket-hypothesis</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/structured-variational-inference</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/subgradient-proximal-methods</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/subgraph-hop-gnn</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/svd-deep-learning-applications</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/svd-transformer-compression-theory</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/swap-structure-aware-planning-world-model</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/swin-transformer</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/symi-efficient-moe-training</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/synergy-deep-learning</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/taming-curvature-eos-transformer</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/task-arithmetic-model-merging</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/continuous-tt-adaptation-c-tti</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/dual-tta-dual-strategies</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/morpheus-meta-test-time-adaptation</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/ssl-test-time-adaptation</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/stable-tta-training-free</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/test-time-adaptation-survey-2025</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/training-free-llm-ttcl</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-adaptation/ttt-end-to-end-long-context</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute-adaptive-scaling</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute-optimal-scaling</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute-scaling-frontiers-2026</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute-scaling-theory</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute-scaling</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute/adaptive-test-time-compute-cpo</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute/</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute/recursive-latent-reasoning</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-compute/temporal-reasoning-aggregation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-memory-learning-theory</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-reasoning-latent-reasoning</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-reasoning-survey</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-scaling-knowledge-intensive</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-scaling-plateau-analysis</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-scaling-plateau-theory</loc>
    <lastmod>2026-05-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/test-time-training-ttt</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/three-phase-transformer</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ties-merging-model-merging</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/foundation-models-time-series</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/n-beats-n-hits-architecture</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/temporal-fusion-transformer</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/time-series-decomposition-theory</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/time-series-frequency-analysis</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/time-series-python-tools</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/time-series-stationarity-advanced</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/time-series/wavelet-analysis-time-series</loc>
    <lastmod>2026-05-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/timesformer-spacetime-attention</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/titans-long-term-memory-architecture</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/3d-vision-shape-analysis</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/equivariant-topological-networks</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/graph-topology-diffusion-models</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/molecular-drug-discovery-applications</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/persistent-homology-fundamentals</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/spectral-persistent-homology-unification</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/tda-tools-deep-learning</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-deep-learning/topology-deep-learning-integration</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-invariance-learning-rate-critical</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/topological-invariance-learning</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/training-dynamics-critical-learning-rate</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/training-dynamics-edge-of-stability</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/training-instabilities-flatness-bias</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-and-attention</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-as-differential-equation</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-circuit-complexity-theory</loc>
    <lastmod>2026-05-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-counting-power-semialgebraic-properties</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-expressivity-tropical-geometry</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-gauge-symmetry</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-global-convergence-mf</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-hessian-full-analysis</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-implicit-algorithms</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-length-generalization/compositional-generalization-transformers</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-length-generalization/depth-compositional-generalization-transformers</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-length-generalization/length-generalization-transformers</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-length-generalization/log-depth-transformer-expressive-power</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-length-generalization/multi-layer-transformer-expressivity-limits</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-length-generalization/sparsity-length-generalization-transformers</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-math-foundations</loc>
    <lastmod>2026-04-21T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-mean-field-dynamics</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-optimal-control-theory</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-particle-system-model</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-rademacher-generalization</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-scaling-laws</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformer-universality-survey</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transformers-bayesian-networks-belief-propagation</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/transmamba-unified-hybrid-framework</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ucgm-framework-deep-theory</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/ucgm-unified-continuous-generative-models</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/unified-scaling-laws-scale-time-equivalence</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/universal-adversarial-perturbations</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-gnn-graph-representation</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-implicit-regularization-iclr2026</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-inference-2025-advances</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-inference-advanced</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-inference-deep-dive</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-inference-deep-learning-applications</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-inference-probabilistic-graphs-unified</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-inference-reparameterization-trick</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-inference-stability-generalization</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/variational-vs-sampling-comparison</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vc-dimension-rademacher-complexity</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vds-ttt-verifier-driven-self-improvement</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/verifier-guided-adaptive-reasoning</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/viability-adversarial-robustness-vit</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vid2world-interactive-world-model</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/video-diffusion-models-fundamentals</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/video-self-supervised-learning</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/video-swin-transformer</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/video-transformer-fundamentals</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/video-world-model-vrag</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/videoworld-2-transferable-knowledge</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/videoworld-cvpr-2025</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vision-mamba-progressive-split</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vision-mamba</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vision-state-space-models-survey</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vision-transformer-vit</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vit-5-modern-vision-transformer</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vit-5-vision-transformer</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vit-vs-cnn-practical-guide</loc>
    <lastmod>2026-05-01T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/vlwm-vision-language-world-model</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/wasserstein-gradient-flow</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/weight-decay-loss-landscape</loc>
    <lastmod>2026-05-04T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/wm-abench-vlm-internal-world-models</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-in-world-closed-loop-evaluation</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-model-agents-computer-use</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-model-benchmarks-2025</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-model-planning-reasoning-fusion</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/astra-autoregressive-world-model</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/cosmos-world-foundation-model</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/deepverse-4d-world-model</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/dreamer-algorithm</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/dyn-o-object-centric-representations</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/embodied-ai-world-models</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/gen3c-3d-informed-video-generation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/genie-3-world-model</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/genie-series-deepmind</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/interactive-video-world-models</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/introduction</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/model-based-rl</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/neural-motion-simulator</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/nvidia-cosmos-platform</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/pan-general-interactive-world-model</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/simworld-physical-social-worlds</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/video-diffusion-world-models</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/video-generation-to-world-model-evolution</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/video-prediction-world-models</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/video-to-world-model-evolution</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/world-model-architectures</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/world-model-benchmarks</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/world-models-applications</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/world-models-frontier-2026</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/world-models/world-simbenc-evaluation-framework</loc>
    <lastmod>2026-05-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/worldmodelbench-physics-evaluation</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/xgboost-deep-dive</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/xlstm-7b-advanced-architecture</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/machine-learning/xlstm-scaling-laws-analysis</loc>
    <lastmod>2026-05-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/adaptive-optimizer-convergence-theory</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/burnside</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/combinatorics</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/concentration-inequalities-ml</loc>
    <lastmod>2026-04-30T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/constrained-optimization-deep-learning</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/convex-optimization-fundamentals</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/convex-optimization-index</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/convex-perspective-deep-learning</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/factor-graphs-message-passing</loc>
    <lastmod>2026-05-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/fenchel-duality-proximal-operators</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/fft</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/gaussian-elimination</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/generating-function</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/information-bottleneck</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/information-theory</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/lagrangian-duality-kkt-conditions</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/learning-rate-schedule-theory</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/attention-mechanism-linear-algebra</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/eigenvalue-decomposition-neural-networks</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/linear-algebra-deep-learning-perspective</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/matrix-calculus-deep-learning</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/matrix-factorization-neural-networks</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/spectral-analysis-deep-learning</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/svd-applications-deep-learning</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra-dl/unified-matrix-framework-neural-architectures</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-algebra</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/linear-basis</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/markov-chain-mixing-time</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/markov-chain</loc>
    <lastmod>2026-05-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/number-theory</loc>
    <lastmod>2026-04-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/probability</loc>
    <lastmod>2026-04-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/stirling-numbers</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/math/variational-inference</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/bayesian-decision-theory</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/bayesian-inference</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/conjugate-priors-complete-derivation</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/foundations-of-sampling</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/hierarchical-bayesian-models</loc>
    <lastmod>2026-05-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/hypothesis-testing</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/interval-estimation</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/markov-chain-fundamentals</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/mathematical-statistics</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/order-statistics</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/point-estimation</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/probability-inference-foundations</loc>
    <lastmod>2026-05-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/sufficiency-and-data-reduction</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/mathematical-statistics/three-sampling-distributions</loc>
    <lastmod>2026-03-19T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/messaging-systems/kafka-internals</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/messaging-systems/kafka-streams</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/messaging-systems/pulsar-vs-kafka</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/messaging-systems/rabbitmq-architecture</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/bagel-unified-multimodal-foundation</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/dynin-omni-omnimodal</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/emma-efficient-unified-multimodal</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/emu3-native-multimodal-unified-model</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/mogao-interleaved-multimodal-generation</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/multimodal-llm-architectures-2025</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/next-omni-discrete-flow-matching</loc>
    <lastmod>2026-05-19T13:03:23.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/qwen3-omni-thinker-talker</loc>
    <lastmod>2026-05-03T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/sensenova-neo-unify</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/show-o2-unified-multimodal</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/transfusion-unified-multimodal</loc>
    <lastmod>2026-05-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-learning/video-3d-llm-scene-understanding</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-reasoning/embodied-multimodal-planning</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-reasoning/</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-reasoning/multimodal-chain-of-thought-survey</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-reasoning/multimodal-reasoning-benchmarks</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-reasoning/spatial-reasoning-llm</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/multimodal-reasoning/visual-planning-paradigm</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/networks/cdn</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/networks/dns-deep-dive</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/networks/http2-http3</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/networks/networks-overview</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/networks/tcp-ip-protocol-stack</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/networks/websocket</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/operating-systems/memory-management</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/operating-systems/os-overview</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/operating-systems/process-and-thread-management</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/operating-systems/process-scheduling</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/parallel-programming/actor-model</loc>
    <lastmod>2026-04-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/parallel-programming/concurrent-programming-basics</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/parallel-programming/cuda</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/parallel-programming/lock-free</loc>
    <lastmod>2026-04-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/parallel-programming/openmp</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/platform-engineering/internal-developer-platform</loc>
    <lastmod>2026-04-14T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/programming-languages/cpp-templates</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/programming-languages/python-advanced</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/programming-languages/rust</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/programming-languages/typescript</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/quantum-computing/basics</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/real-time-systems/basics</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/research/ood-generalization-summary</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/research/ood-generalization</loc>
    <lastmod>2026-05-02T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/being-h0-5-cross-embodiment</loc>
    <lastmod>2026-01-20T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/embodied-ai-foundation</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/eo-1-unified-embodied</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/gemini-robotics</loc>
    <lastmod>2025-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/gr00t-n1</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/imagine-then-plan</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/momo-physical-skill-learning</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/psi-0</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/rl-world-model-llm-agents</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/robomind-2-dataset</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/rynnbrain</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/sim-to-real-transfer</loc>
    <lastmod>2026-05-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/vla-foundation-models-survey</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/robotics/vla-training-strategies</loc>
    <lastmod>2026-05-18T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scaling-collapse</loc>
    <lastmod>2026-05-05T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/ai-climate-science</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/ai-nuclear-fusion</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/deeponet-deep-operator-network</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/fourier-neural-operator</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/neural-operators-cfd-applications</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/neural-operators-theory</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/neural-operators-variants-comparison</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/physics-informed-neural-networks-fundamentals</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/pinns-neural-tangent-kernel-analysis</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/pinns-training-challenges-solutions</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/scientific-ml/pinns-uncertainty-quantification</loc>
    <lastmod>2026-05-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/ai-alignment-techniques</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/ai-governance-frameworks</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/ai-red-teaming</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/ai-safety-introduction</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/api-security</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/cryptography</loc>
    <lastmod>2026-04-07T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/llm-security-guardrails</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/network-security</loc>
    <lastmod>2026-04-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/oauth-and-authentication</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/security/tls-deep-dive</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/serverless/basics</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/software-engineering/architecture-patterns</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/software-engineering/design-patterns</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/software-engineering/durable-execution</loc>
    <lastmod>2026-03-15T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/software-engineering/microservices</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/software-engineering/software-testing</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/software-engineering/system-design</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/system-software/cache-optimization</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/system-software/garbage-collection</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/system-software/linkers-loaders</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/system-software/memory-management</loc>
    <lastmod>2026-04-12T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/theory-of-computation/automata-and-complexity</loc>
    <lastmod>2026-04-10T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/ansible</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/docker</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/git-advanced</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/git</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/kubernetes-advanced</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/kubernetes</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/linux</loc>
    <lastmod>2026-04-06T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/monitoring</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/regex</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/shell-scripting</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/terraform</loc>
    <lastmod>2026-04-13T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/tools/vim</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/transformer-architecture/curse-of-depth-llm</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/transformer-architecture/</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/transformer-architecture/nexusformer-nonlinear-attention</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/transformer-architecture/noble-nonlinear-lowrank</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/transformer-architecture/post-layernorm-deep-models</loc>
    <lastmod>2026-05-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/web/graphql</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/web/http</loc>
    <lastmod>2026-04-08T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/web/rest-api-design</loc>
    <lastmod>2026-04-09T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/ai-inference</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/basics</loc>
    <lastmod>2026-04-11T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/component-model</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/debugging-and-testing</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/edge-computing-patterns</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/host-integration</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/multi-language-development</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/runtime-architecture</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/security-sandbox</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webassembly/wasi-0-3</loc>
    <lastmod>2026-04-17T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webgpu/3d-rendering-advanced</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webgpu/compute-shader</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webgpu/overview</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webgpu/rendering-basics</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url><url>
    <loc>https://metaphor-xennon.pages.dev/webgpu/textures-and-sampling</loc>
    <lastmod>2026-04-16T00:00:00.000Z</lastmod>
  </url></urlset>