reasoning llms - Robuta Search

https://studylib.net/doc/27711720/2505.22617v1 RL Entropy Mechanism for Reasoning LLMs: Collapse & Control This paper investigates policy entropy collapse in RL for LLMs, revealing a predictable performance-entropy trade-off. It analyzes entropy dynamics and... reasoning llms rl entropy mechanism collapse https://twimlai.com/podcast/twimlai/ai-trends-2026-openclaw-agents-reasoning-llms AI Trends 2026: OpenClaw Agents, Reasoning LLMs, and More | TWIML - The Voice of Machine Learning &... Feb 26, 2026 - In this episode, Sebastian Raschka, independent LLM researcher and author, joins us to break down how the LLM landscape has changed over the past year and what... ai trends reasoning llms and more the voice machine learning https://www.gpttranslator.co/blog/from-neural-mt-to-reasoning-llms-gpt-translator-evolution From Neural MT to Reasoning LLMs: The Next Evolution in GPT Translator Through this blog, the paper explores its history from the Neural Machine Translation (NMT) phase to becoming a reasoning large language model. It drives the... reasoning llms the next gpt translator neural mt https://huggingface.co/papers/2410.03645 Paper page - GenSim2: Scaling Robot Data Generation with Multi-modal and Reasoning LLMs Join the discussion on this paper page data generation reasoning llms paper scaling robot https://scipapermill.com/2025/10/27/unleashing-ais-inner-thinker-recent-advances-in-chain-of-thought-reasoning-for-llms-and-beyond/ Unleashing AI's Inner Thinker: Recent Advances in Chain-of-Thought Reasoning for LLMs and Beyond Dec 28, 2025 - Latest 50 papers on chain-of-thought reasoning: Oct. 27, 2025 chain of thought recent advances for llms and beyond inner https://appleinsider.com/articles/24/10/12/apples-study-proves-that-llm-based-ai-models-are-flawed-because-they-cannot-reason Reasoning failures highlighted by Apple research on LLMs A new paper from Apple's artificial intelligence scientists has found that engines based on large language models, such as those from Meta and OpenAI, still... by apple reasoning failures highlighted research https://www.datacamp.com/ko/tutorial/chain-of-thought-prompting Chain-of-Thought Prompting: Step-by-Step Reasoning with LLMs | DataCamp Unlock the full potential of Large Language Models (LLMs) with our guide on Chain-of-Thought (CoT) prompting. chain of thought prompting step reasoning llms https://tldr.takara.ai/p/2504.19095 Efficient Reasoning for LLMs through Speculative Chain-of-Thought | Takara TLDR Large reasoning language models such as OpenAI-o1 and Deepseek-R1 have recently attracted widespread attention due to their impressive task-solving abilities... chain of thought for llms efficient reasoning speculative https://www.aibase.com/tool/31091 Visual Sketchpad-A visual reasoning tool for multimodal large language models (LLMs) Visual Sketchpad is a framework that provides a visual sketchpad and drawing tools for multimodal large language models (LLMs). It allows models to operate on v large language models visual sketchpad reasoning tool https://data.mendeley.com/datasets/97wy9y3t6y/2 Istidlal: A Dataset for Benchmarking Logical and Sequential Economic Reasoning in Arabic LLMs -... This repository contains the data and resources associated with Istidlal, the first Arabic benchmark for evaluating logical and sequential reasoning in Arabic... logical and dataset benchmarking sequential economic https://arxiv.org/abs/2506.03295 [2506.03295] Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One... Abstract page for arXiv paper 2506.03295: Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem fine tuning on one reasoning potential pre https://openreview.net/forum?id=9ljHiYuRHl&referrer=%5Bthe%20profile%20of%20Gaurav%20Rohit%20Ghosal%5D(%2Fprofile%3Fid%3D~Gaurav_Rohit_Ghosal1) Failure Modes of LLMs for Causal Reasoning on Narratives | OpenReview In this work, we investigate the causal reasoning abilities of large language models (LLMs) through the representative problem of inferring causal... failure modes llms causal reasoning narratives https://papers.neurips.cc/paper_files/paper/2025/hash/1b6a42d0966442d77e1ceee22bfad49b-Abstract-Conference.html Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences matching markets meet llms algorithmic reasoning https://flexa.careers/in/jobs/sap-phd-student-agentic-ai-knowledge-graphs-llms-autonomous-query-reasoning-f-m-69f8e8ca2257ee3f1b6b9bf8 PhD Student : Agentic AI : Knowledge Graphs, LLMs & Autonomous Query Reasoning F/M at SAP Join SAP Labs France as a PhD Student in Agentic AI. Work on knowledge graphs, LLMs, and autonomous reasoning in a 3-year research-focused role. phd student agentic ai knowledge graphs f m llms https://sol.sbc.org.br/index.php/webmedia_estendido/article/view/38209/37984 Vista do Evaluating Zero-shot Reasoning with Agentic LLMs for Smart Contract Vulnerability Detection zero shot agentic llms smart contract vulnerability detection vista https://chatpaper.com/paper/276129 Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games Strat-Reasoner is a novel reinforcement learning framework that enhances the strategic reasoning capabilities of Large Language Models in multi-agent games by... multi agent strat reinforcing reasoning llms https://liner.com/review/beyond-answers-transferring-reasoning-capabilities-to-smaller-llms-using-multiteacher Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge... Regarding this WSDM 2024 paper, this review summarizes TINYLLM, a novel knowledge distillation paradigm for transferring diverse reasoning capabilities to ... beyond answers transferring reasoning capabilities https://www.catalyzex.com/paper/limited-reasoning-space-the-cage-of-long Limited Reasoning Space: The cage of long-horizon reasoning in LLMs Limited Reasoning Space: The cage of long-horizon reasoning in LLMs: Paper and Code. The test-time compute strategy, such as Chain-of-Thought (CoT), has... the cage limited reasoning space long