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Knowledge ZoneThe Famous <a href="https://mstdn.social/tags/Rain" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rain</a> <a href="https://mstdn.social/tags/Problem" class="mention hashtag" rel="nofollow noopener" target="_blank">#Problem</a> and the Importance of <a href="https://mstdn.social/tags/Mathematical" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mathematical</a> <a href="https://mstdn.social/tags/Reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#Reasoning</a> Ability : Medium<a href="https://mstdn.social/tags/BlueWhales" class="mention hashtag" rel="nofollow noopener" target="_blank">#BlueWhales</a> are going eerily <a href="https://mstdn.social/tags/Silent" class="mention hashtag" rel="nofollow noopener" target="_blank">#Silent</a>—and <a href="https://mstdn.social/tags/Scientists" class="mention hashtag" rel="nofollow noopener" target="_blank">#Scientists</a> say it’s a <a href="https://mstdn.social/tags/Warning" class="mention hashtag" rel="nofollow noopener" target="_blank">#Warning</a> sign : Nat Geo<a href="https://mstdn.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#ChatGPT</a>’s new <a href="https://mstdn.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> study mode won’t just give you the <a href="https://mstdn.social/tags/Answer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Answer</a> : MiscCheck our latest <a href="https://mstdn.social/tags/KnowledgeLinks" class="mention hashtag" rel="nofollow noopener" target="_blank">#KnowledgeLinks</a><a href="https://knowledgezone.co.in/resources/bookmarks" rel="nofollow noopener" translate="no" target="_blank">https://knowledgezone.co.in/resources/bookmarks</a>

eicker.news ᳇ tech news<a href="https://eicker.news/tags/OpenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenAI</a> releases <a href="https://eicker.news/tags/GPTOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GPTOSS</a>, a <a href="https://eicker.news/tags/free" class="mention hashtag" rel="nofollow noopener" target="_blank">#free</a> <a href="https://eicker.news/tags/openweight" class="mention hashtag" rel="nofollow noopener" target="_blank">#openweight</a> model available in 120-billion and 20-billion parameter versions. The model, designed to run on <a href="https://eicker.news/tags/laptops" class="mention hashtag" rel="nofollow noopener" target="_blank">#laptops</a>, can perform <a href="https://eicker.news/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> tasks, <a href="https://eicker.news/tags/browse" class="mention hashtag" rel="nofollow noopener" target="_blank">#browse</a> the web, <a href="https://eicker.news/tags/writecode" class="mention hashtag" rel="nofollow noopener" target="_blank">#writecode</a>, and <a href="https://eicker.news/tags/operateagents" class="mention hashtag" rel="nofollow noopener" target="_blank">#operateagents</a>. <a href="https://www.theverge.com/openai/718785/openai-gpt-oss-open-model-release?eicker.news" rel="nofollow noopener" translate="no" target="_blank">https://www.theverge.com/openai/718785/openai-gpt-oss-open-model-release?eicker.news</a> <a href="https://eicker.news/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#tech</a> <a href="https://eicker.news/tags/media" class="mention hashtag" rel="nofollow noopener" target="_blank">#media</a> <a href="https://eicker.news/tags/news" class="mention hashtag" rel="nofollow noopener" target="_blank">#news</a>

eicker.news ᳇ tech news<a href="https://eicker.news/tags/Anthropic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Anthropic</a> released <a href="https://eicker.news/tags/ClaudeOpus" class="mention hashtag" rel="nofollow noopener" target="_blank">#ClaudeOpus</a> 4.1, an upgrade to its flagship model, improving <a href="https://eicker.news/tags/coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#coding</a>, <a href="https://eicker.news/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a>, and <a href="https://eicker.news/tags/autonomoustasks" class="mention hashtag" rel="nofollow noopener" target="_blank">#autonomoustasks</a>. The new model, available to Claude Pro users and developers, outperforms Opus 4 in most <a href="https://eicker.news/tags/codingtasks" class="mention hashtag" rel="nofollow noopener" target="_blank">#codingtasks</a> and is suitable for <a href="https://eicker.news/tags/AIagents" class="mention hashtag" rel="nofollow noopener" target="_blank">#AIagents</a>, advanced coding, data analysis, and content generation. <a href="https://www.searchenginejournal.com/claude-opus-4-1-improves-coding-agent-capabilities/553062/?eicker.news" rel="nofollow noopener" translate="no" target="_blank">https://www.searchenginejournal.com/claude-opus-4-1-improves-coding-agent-capabilities/553062/?eicker.news</a> <a href="https://eicker.news/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#tech</a> <a href="https://eicker.news/tags/media" class="mention hashtag" rel="nofollow noopener" target="_blank">#media</a> <a href="https://eicker.news/tags/news" class="mention hashtag" rel="nofollow noopener" target="_blank">#news</a>

LupposofiVincenzo Crupi has revised his SEP-entry on Confirmation, <a href="https://plato.stanford.edu/entries/confirmation/" rel="nofollow noopener" translate="no" target="_blank">https://plato.stanford.edu/entries/confirmation/</a><a href="https://mementomori.social/tags/confirmation" class="mention hashtag" rel="nofollow noopener" target="_blank">#confirmation</a> <a href="https://mementomori.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> <a href="https://mementomori.social/tags/logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#logic</a> <a href="https://mementomori.social/tags/epistemology" class="mention hashtag" rel="nofollow noopener" target="_blank">#epistemology</a> <a href="https://mementomori.social/tags/philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#philosophy</a> <a href="https://mementomori.social/tags/sep" class="mention hashtag" rel="nofollow noopener" target="_blank">#sep</a> <a href="https://mementomori.social/tags/revised" class="mention hashtag" rel="nofollow noopener" target="_blank">#revised</a> <a href="https://mementomori.social/tags/hypotheses" class="mention hashtag" rel="nofollow noopener" target="_blank">#hypotheses</a> <a href="https://mementomori.social/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#science</a> <a href="https://mementomori.social/tags/concepts" class="mention hashtag" rel="nofollow noopener" target="_blank">#concepts</a> <a href="https://mementomori.social/tags/filosofia" class="mention hashtag" rel="nofollow noopener" target="_blank">#filosofia</a> <a href="https://mementomori.social/tags/tiede" class="mention hashtag" rel="nofollow noopener" target="_blank">#tiede</a> <a href="https://mementomori.social/tags/evidence" class="mention hashtag" rel="nofollow noopener" target="_blank">#evidence</a> <a href="https://mementomori.social/tags/induction" class="mention hashtag" rel="nofollow noopener" target="_blank">#induction</a> <a href="https://mementomori.social/tags/probability" class="mention hashtag" rel="nofollow noopener" target="_blank">#probability</a> <a href="https://mementomori.social/tags/bayesianism" class="mention hashtag" rel="nofollow noopener" target="_blank">#bayesianism</a> <a href="https://mementomori.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#statistics</a>

Steve Dustcircle 🌹Why <a href="https://masto.ai/tags/PowerSkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#PowerSkills</a> – Formerly Known as ‘<a href="https://masto.ai/tags/SoftSkills" class="mention hashtag" rel="nofollow noopener" target="_blank">#SoftSkills</a>’ – Are the Key to <a href="https://masto.ai/tags/Business" class="mention hashtag" rel="nofollow noopener" target="_blank">#Business</a> Success Effective <a href="https://masto.ai/tags/leadership" class="mention hashtag" rel="nofollow noopener" target="_blank">#leadership</a> also requires <a href="https://masto.ai/tags/emotionalintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#emotionalintelligence</a>, <a href="https://masto.ai/tags/ethical" class="mention hashtag" rel="nofollow noopener" target="_blank">#ethical</a> <a href="https://masto.ai/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> and human-centered <a href="https://masto.ai/tags/thinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#thinking</a>.<a href="https://goodmenproject.com/featured-content/why-power-skills-formerly-known-as-soft-skills-are-the-key-to-business-success/" rel="nofollow noopener" translate="no" target="_blank">https://goodmenproject.com/featured-content/why-power-skills-formerly-known-as-soft-skills-are-the-key-to-business-success/</a>

Nicole HennigQuantifying the algorithmic improvement from reasoning models <a href="https://epochai.substack.com/p/quantifying-the-algorithmic-improvement" rel="nofollow noopener" target="_blank">https://epochai.substack.com/p/quantifying-the-algorithmic-improvement</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23AI" target="_blank">#AI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23reasoning" target="_blank">#reasoning</a>

Nicole HennigQuantifying the algorithmic improvement from reasoning models <a href="https://epochai.substack.com/p/quantifying-the-algorithmic-improvement" rel="nofollow noopener" translate="no" target="_blank">https://epochai.substack.com/p/quantifying-the-algorithmic-improvement</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a>

Coach Pāṇini ®<a href="https://mastodon.world/tags/conspiracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#conspiracy</a> <a href="https://mastodon.world/tags/stupidity" class="mention hashtag" rel="nofollow noopener" target="_blank">#stupidity</a> <a href="https://mastodon.world/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> <a href="https://mastodon.world/tags/Goethe" class="mention hashtag" rel="nofollow noopener" target="_blank">#Goethe</a>

HabrНовый метод поиска от Sakana: расширение inference-time scaling и коллективный разумАналитический центр red_mad_robot продолжает разбирать исследования японской лаборатории Sakana AI — в прошлый раз это была архитектура CTM, вдохновлённая внутренней динамикой человеческого мышления. Теперь — метод, который помогает языковым моделям мыслить точнее уже на этапе выполнения запроса. В работе представлены два подхода: AB‑MCTS и его расширение Multi‑LLM AB‑MCTS. Первый объединяет два принципа — уточнение уже готовых ответов и генерацию альтернативных, второй добавляет работу нескольких языковых моделей. Всё это чтобы научить модели «думать» одновременно глубже и шире.<a href="https://habr.com/ru/companies/redmadrobot/articles/933222/" rel="nofollow noopener" translate="no" target="_blank">https://habr.com/ru/companies/redmadrobot/articles/933222/</a><a href="https://zhub.link/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://zhub.link/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://zhub.link/tags/monte_carlo_tree_search" class="mention hashtag" rel="nofollow noopener" target="_blank">#monte_carlo_tree_search</a> <a href="https://zhub.link/tags/abmcts" class="mention hashtag" rel="nofollow noopener" target="_blank">#abmcts</a> <a href="https://zhub.link/tags/inference" class="mention hashtag" rel="nofollow noopener" target="_blank">#inference</a> <a href="https://zhub.link/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> <a href="https://zhub.link/tags/thompson_sampling" class="mention hashtag" rel="nofollow noopener" target="_blank">#thompson_sampling</a> <a href="https://zhub.link/tags/reinforcement_learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reinforcement_learning</a>

Nicole HennigDeep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving ‘intuition’ <a href="https://venturebeat.com/ai/deep-cogito-goes-big-releasing-4-new-open-source-hybrid-reasoning-models-with-self-improving-intuition/" rel="nofollow noopener" target="_blank">https://venturebeat.com/ai/deep-cogito-goes-big-releasing-4-new-open-source-hybrid-reasoning-models-with-self-improving-intuition/</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23AI" target="_blank">#AI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23reasoning" target="_blank">#reasoning</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23OpenSource" target="_blank">#OpenSource</a>

Nicole HennigDeep Cogito goes big, releasing 4 new open source hybrid reasoning models with self-improving ‘intuition’ <a href="https://venturebeat.com/ai/deep-cogito-goes-big-releasing-4-new-open-source-hybrid-reasoning-models-with-self-improving-intuition/" rel="nofollow noopener" translate="no" target="_blank">https://venturebeat.com/ai/deep-cogito-goes-big-releasing-4-new-open-source-hybrid-reasoning-models-with-self-improving-intuition/</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> <a href="https://techhub.social/tags/OpenSource" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenSource</a>

LupposofiAll-new in SEP, Algorithmic Fairness by Deborah Hellman<a href="https://plato.stanford.edu/entries/algorithmic-fairness/" rel="nofollow noopener" translate="no" target="_blank">https://plato.stanford.edu/entries/algorithmic-fairness/</a><a href="https://mementomori.social/tags/algorithm" class="mention hashtag" rel="nofollow noopener" target="_blank">#algorithm</a> <a href="https://mementomori.social/tags/fairness" class="mention hashtag" rel="nofollow noopener" target="_blank">#fairness</a> <a href="https://mementomori.social/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://mementomori.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://mementomori.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#machinelearning</a> <a href="https://mementomori.social/tags/logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#logic</a> <a href="https://mementomori.social/tags/information" class="mention hashtag" rel="nofollow noopener" target="_blank">#information</a> <a href="https://mementomori.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> <a href="https://mementomori.social/tags/epistemology" class="mention hashtag" rel="nofollow noopener" target="_blank">#epistemology</a> <a href="https://mementomori.social/tags/filosofia" class="mention hashtag" rel="nofollow noopener" target="_blank">#filosofia</a> <a href="https://mementomori.social/tags/philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#philosophy</a> <a href="https://mementomori.social/tags/sep" class="mention hashtag" rel="nofollow noopener" target="_blank">#sep</a> <a href="https://mementomori.social/tags/concepts" class="mention hashtag" rel="nofollow noopener" target="_blank">#concepts</a> <a href="https://mementomori.social/tags/moralPhilosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#moralPhilosophy</a> <a href="https://mementomori.social/tags/ethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#ethics</a> <a href="https://mementomori.social/tags/new" class="mention hashtag" rel="nofollow noopener" target="_blank">#new</a>

Benjamin HanAnother example of low-probability query causing trouble. Math problems often fall into this category. <a href="https://sigmoid.social/tags/genAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#genAI</a> <a href="https://sigmoid.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> <a href="https://sigmoid.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> <a href="https://sigmoid.social/@conitzer/114932841683501218" rel="nofollow noopener" translate="no" target="_blank">https://sigmoid.social/@conitzer/114932841683501218</a>

Victoria Stuart 🇨🇦 🏳️‍⚧️[2506.21734] Hierarchical Reasoning Model <a href="https://arxiv.org/abs/2506.21734" rel="nofollow noopener" translate="no" target="_blank">https://arxiv.org/abs/2506.21734</a> <a href="https://news.ycombinator.com/item?id=44699452" rel="nofollow noopener" translate="no" target="_blank">https://news.ycombinator.com/item?id=44699452</a><a href="https://mastodon.social/tags/arXiv" class="mention hashtag" rel="nofollow noopener" target="_blank">#arXiv</a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://mastodon.social/tags/MLmodels" class="mention hashtag" rel="nofollow noopener" target="_blank">#MLmodels</a> <a href="https://mastodon.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a>

Nicole HennigNew AI architecture delivers 100x faster reasoning than LLMs with just 1,000 training examples <a href="https://venturebeat.com/ai/new-ai-architecture-delivers-100x-faster-reasoning-than-llms-with-just-1000-training-examples/" rel="nofollow noopener" target="_blank">https://venturebeat.com/ai/new-ai-architecture-delivers-100x-faster-reasoning-than-llms-with-just-1000-training-examples/</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23AI" target="_blank">#AI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23reasoning" target="_blank">#reasoning</a>

Nicole HennigNew AI architecture delivers 100x faster reasoning than LLMs with just 1,000 training examples <a href="https://venturebeat.com/ai/new-ai-architecture-delivers-100x-faster-reasoning-than-llms-with-just-1000-training-examples/" rel="nofollow noopener" translate="no" target="_blank">https://venturebeat.com/ai/new-ai-architecture-delivers-100x-faster-reasoning-than-llms-with-just-1000-training-examples/</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a>

YavoTurns out: sometimes the answer is in the opposite direction.<a href="https://fosstodon.org/tags/philosophy" class="mention hashtag" rel="tag">#philosophy</a> <a href="https://fosstodon.org/tags/thoughts" class="mention hashtag" rel="tag">#thoughts</a> <a href="https://fosstodon.org/tags/logic" class="mention hashtag" rel="tag">#logic</a> <a href="https://fosstodon.org/tags/reasoning" class="mention hashtag" rel="tag">#reasoning</a>

Nicole HennigChain-of-Thought Is Not Explainability <a href="https://papers-pdfs.assets.alphaxiv.org/2025.02v1.pdf" rel="nofollow noopener" target="_blank">https://papers-pdfs.assets.alphaxiv.org/2025.02v1.pdf</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23AI" target="_blank">#AI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23reasoning" target="_blank">#reasoning</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23explainability" target="_blank">#explainability</a>

Nicole HennigChain-of-Thought Is Not Explainability <a href="https://papers-pdfs.assets.alphaxiv.org/2025.02v1.pdf" rel="nofollow noopener" translate="no" target="_blank">https://papers-pdfs.assets.alphaxiv.org/2025.02v1.pdf</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reasoning</a> <a href="https://techhub.social/tags/explainability" class="mention hashtag" rel="nofollow noopener" target="_blank">#explainability</a>

José A. AlonsoReadings shared July 19, 2025. <a href="https://jaalonso.github.io/vestigium/posts/2025/07/20-readings_shared_07-19-25" rel="nofollow noopener" translate="no" target="_blank">https://jaalonso.github.io/vestigium/posts/2025/07/20-readings_shared_07-19-25</a> <a href="https://mathstodon.xyz/tags/CoqProver" class="mention hashtag" rel="nofollow noopener" target="_blank">#CoqProver</a> <a href="https://mathstodon.xyz/tags/FunctionalProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#FunctionalProgramming</a> <a href="https://mathstodon.xyz/tags/Haskell" class="mention hashtag" rel="nofollow noopener" target="_blank">#Haskell</a> <a href="https://mathstodon.xyz/tags/ITP" class="mention hashtag" rel="nofollow noopener" target="_blank">#ITP</a> <a href="https://mathstodon.xyz/tags/IsabelleHOL" class="mention hashtag" rel="nofollow noopener" target="_blank">#IsabelleHOL</a> <a href="https://mathstodon.xyz/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> <a href="https://mathstodon.xyz/tags/LeanProver" class="mention hashtag" rel="nofollow noopener" target="_blank">#LeanProver</a> <a href="https://mathstodon.xyz/tags/Logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#Logic</a> <a href="https://mathstodon.xyz/tags/Math" class="mention hashtag" rel="nofollow noopener" target="_blank">#Math</a> <a href="https://mathstodon.xyz/tags/Mathlib" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mathlib</a> <a href="https://mathstodon.xyz/tags/Reasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#Reasoning</a> <a href="https://mathstodon.xyz/tags/Rocq" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rocq</a>

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