<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url><loc>https://subagentknowledge.com/</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/citations.json</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/vendor-stats.json</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/team-stats.json</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/table-semantics.json</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/memories.json</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A096d94c1a91c6480806d8f24b2344c7e2a4bc666</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A0a540acdf3e1678274f0fe04b3a70ea7fd99ed36</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A2b5bbaf2c1eb81dbf6e6fb813c1a24e35a64d376</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A397335b3ce79aff658ba1a35f73c26cce0ea5490</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A3a8d990bc90098038eabd77b0d12ff636ed58d50</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A403415e54964751190003985896630e56829e797</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A4053bf3440c0c85b8852052770c5b4cf882689c3</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3A5686521fb5eaa65ae0a3e79c7d7713760942e6d2</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aa3cdcd9e67c3c4c51440429dd016cacba514b35b</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aa42bc3fc08283562f08fd8bdee8f6f9a3d506e87</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aanalysis%3A81k-economics.analysis</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aanalysis%3Acoding-agents-social-sciences.analysis</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aanalysis%3Aeconomic-index-january-2026.analysis</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aanalysis%3Aeconomic-index-march-2026.analysis</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aanalysis%3Alabor-market-impacts.analysis</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Abfbafc8f692634001f9f5fb7d05d12a4ef71ad24</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Ac2e15095e05250d9feecef8a1b9e9fd319acd7c7</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Ae2ae0c997653dfd8a7cf23d06f5f06fd84ccfd58</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Ae5645986a7ce8fbcc48fa6d2fc67753c87642c30</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Ae5f77fc0e77c0185110b5e4b909602791ae76eae</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Aea3d47f547131c9fbed59bfe68ed8b1cbe747179</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3A_pdfs%3Af065d6e6f92c65df8244042c83d48872ea308c3a</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3A2028-ai-leadership</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3A81k-economics</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aa-general-language-assistant-as-a-laboratory-for-alignment</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aa-mathematical-framework-for-transformer-circuits</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aagentic-misalignment</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3AAI-assistance-coding-skills</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3AAI-fluency-index</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aalignment-faking</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aanthropic-economic-index-january-2026-report</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aanthropic-economic-index-september-2025-report</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aanthropic-institute-agenda</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aanthropic-interviewer</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aassistant-axis</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aauditing-hidden-objectives</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aautomated-alignment-researchers</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Abloom</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Abuilding-ai-cyber-defenders</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Abuilding-effective-agents</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acircuits-updates-april-2024</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acircuits-updates-august-2024</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acircuits-updates-july-2024</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acircuits-updates-june-2024</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acircuits-updates-may-2023</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acircuits-updates-sept-2024</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aclaude-character</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aclaude-personal-guidance</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aclio</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acoding-agents-social-sciences</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acollective-constitutional-ai-aligning-a-language-model-with-public-input</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aconfidential-inference-trusted-vms</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aconstitutional-ai-harmlessness-from-ai-feedback</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aconstitutional-classifiers</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Acrosscoder-model-diffing</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adecomposing-language-models-into-understandable-components</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adeprecation-commitments</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adeprecation-updates-opus-3</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adiff-tool</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adiscovering-language-model-behaviors-with-model-written-evaluations</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adisempowerment-patterns</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adistributed-representations-composition-superposition</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Adonating-open-source-petri</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aeconomic-index-geography</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aeconomic-index-march-2026-report</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aeconomic-index-primitives</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aeconomic-index-survey-announcement</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aeconomic-policy-responses</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aemergent-misalignment-reward-hacking</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aemotion-concepts-function</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aend-subset-conversations</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aengineering-challenges-interpretability</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aestimating-productivity-gains</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aevaluating-ai-systems</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aevaluating-and-mitigating-discrimination-in-language-model-decisions</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3AEvaluating-Claude-For-Bioinformatics-With-BioMysteryBench</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aevaluating-feature-steering</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aexploring-model-welfare</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Afeatures-as-classifiers</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aforecasting-rare-behaviors</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aglasswing-initial-update</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ahow-ai-is-transforming-work-at-anthropic</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ahow-australia-uses-claude</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aimpact-software-development</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ain-context-learning-and-induction-heads</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aindia-brief-economic-index</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ainfluence-functions</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ainterpretability-dreams</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aintroducing-anthropic-science</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aintrospection</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Alabor-market-impacts</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Alanguage-models-mostly-know-what-they-know</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Along-running-Claude</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Amany-shot-jailbreaking</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Amapping-mind-language-model</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ameasuring-agent-autonomy</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ameasuring-faithfulness-in-chain-of-thought-reasoning</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ameasuring-model-persuasiveness</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ameasuring-progress-on-scalable-oversight-for-large-language-models</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Anatural-language-autoencoders</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Anext-generation-constitutional-classifiers</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aopen-source-circuit-tracing</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Apersona-selection-model</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Apersona-vectors</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Apetri-open-source-auditing</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Apredictability-and-surprise-in-large-generative-models</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aprivileged-bases-in-the-transformer-residual-stream</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aprobes-catch-sleeper-agents</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aproject-fetch-robot-dog</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aproject-vend-1</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aproject-vend-2</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aprompt-injection-defenses</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aquestion-decomposition-improves-the-faithfulness-of-model-generated-reasoning</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Areasoning-models-dont-say-think</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ared-teaming-language-models-to-reduce-harms-methods-scaling-behaviors-and-lessons-learned</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Areward-tampering</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Asabotage-evaluations</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ascaling-laws-and-interpretability-of-learning-from-repeated-data</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ashade-arena-sabotage-monitoring</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Asleeper-agents-training-deceptive-llms-that-persist-through-safety-training</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Asmall-samples-poison</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Asoftmax-linear-units</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aspecific-versus-general-principles-for-constitutional-ai</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Astatistical-approach-to-model-evals</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Astudying-large-language-model-generalization-with-influence-functions</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Asuperposition-memorization-and-double-descent</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Aswe-bench-sonnet</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ateaching-claude-why</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ateam%3Aalignment</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ateam%3Aeconomic-research</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ateam%3Ainterpretability</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Ateam%3Asocietal-impacts</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Athe-capacity-for-moral-self-correction-in-large-language-models</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atowards-measuring-the-representation-of-subjective-global-opinions-in-language-models</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atowards-monosemanticity-decomposing-language-models-with-dictionary-learning</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atowards-understanding-sycophancy-in-language-models</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atoy-models-of-superposition</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atracing-thoughts-language-model</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atraining-a-helpful-and-harmless-assistant-with-reinforcement-learning-from-human-feedback</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atransformer-circuits</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Atrustworthy-agents</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Avalues-wild</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Avibe-physics</loc><lastmod>2026-06-10</lastmod></url>
  <url><loc>https://subagentknowledge.com/cite/anthropic-sitemap%3Aresearch%3Avisible-extended-thinking</loc><lastmod>2026-06-10</lastmod></url>
</urlset>
