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https://www.alphaxiv.org/abs/2604.15726 LLM Reasoning Is Latent, Not the Chain of Thought | alphaXiv View recent discussion. Abstract: This position paper argues that large language model (LLM) reasoning should be studied as latent-state trajectory formation... llm reasoningthought alphaxivlatentchain https://dev.to/backboardio/why-llm-reasoning-is-breaking-ai-infrastructure-and-how-to-fix-it-2aik Why LLM Reasoning Is Breaking AI Infrastructure (And How to Fix It) - DEV Community Apr 24, 2026 - If you've tried building anything serious on top of large language models (LLMs) recently, you've... Tagged with ai, webdev, programming, machinelearning. llm reasoningbreaking aidev communityinfrastructurefix https://iclr.cc/virtual/2026/poster/10008605 ICLR Poster Thought Branches: Interpreting LLM Reasoning Requires Resampling iclr posterllm reasoningthoughtbranchesinterpreting https://simonwillison.net/tags/llm-reasoning/ Simon Willison on llm-reasoning 98 posts tagged ‘llm-reasoning’. Improving performance of LLMs through spending more tokens simon willisonllm reasoning https://intuitionlabs.ai/articles/humanitys-last-exam-ai-benchmark Humanity's Last Exam: The AI Benchmark for LLM Reasoning | IntuitionLabs Mar 4, 2026 - Learn about Humanity's Last Exam (HLE), the Nature-published AI benchmark testing true LLM reasoning with 2,500 expert-level questions. Updated with 2026... last examai benchmarkllm reasoninghumanityintuitionlabs https://www.alphaxiv.org/overview/2604.15726 LLM Reasoning Is Latent, Not the Chain of Thought | alphaXiv Research demonstrates that the core mechanism of Large Language Model reasoning is primarily driven by internal latent-state trajectories, rather than sole llm reasoningthought alphaxivlatentchain https://research.google/pubs/chain-of-table-evolves-tables-in-the-llm-reasoning-chain-for-table-understanding/ Chain-of-Table: Evolves Tables in the LLM Reasoning Chain for Table Understanding llm reasoningchaintableevolvesunderstanding https://www.informit.com/store/reinforcement-learning-for-llm-alignment-and-reasoning-9780135565025 Reinforcement Learning for LLM Alignment and Reasoning (Video Course) | InformIT More Than 4 Hours of Video Instruction Learn the post-training techniques that make modern LLMs safe, aligned, and capable of complex reasoning. Overview... video course informitreinforcement learningllm alignmentreasoning https://arxiv.org/abs/2503.01781 [2503.01781] Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models Abstract page for arXiv paper 2503.01781: Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models 250301781catsconfusereasoning https://arxiv.org/abs/2601.10332 [2601.10332] Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders Abstract page for arXiv paper 2601.10332: Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders image diffusion260110332thinkgenerate https://arxiv.org/abs/2505.12717 [2505.12717] ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving Abstract page for arXiv paper 2505.12717: ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving 2505unlockllmtreethoughts https://epoch.ai/frontiermath/tiers-1-4 FrontierMath: LLM Benchmark for Advanced AI Math Reasoning | Epoch AI FrontierMath Tiers 1-4 is an AI benchmark of hundreds of unpublished and extremely challenging math problems. advanced aimath reasoningfrontiermathllmbenchmark