13 posts published in the last hour 20:32Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories 20:32Stepwise Think-Critique: Interleaved Reasoning and Self-Critique in a Single LLM 20:32Achieving Olympiad-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning…
Author: script
Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories
arXiv:2602.02028v3 Announce Type: replace Abstract: Enabling artificial intelligence systems, particularly large language models, to update knowledge and…
Stepwise Think-Critique: Interleaved Reasoning and Self-Critique in a Single LLM
arXiv:2512.15662v4 Announce Type: replace Abstract: Human beings solve complex problems through critical thinking, where reasoning and evaluation are…
Achieving Olympiad-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning
arXiv:2512.10534v4 Announce Type: replace Abstract: Large language model (LLM) agents exhibit strong mathematical problem-solving abilities and can even…
What Drives Success in Physical Planning with Joint-Embedding Predictive World Models?
arXiv:2512.24497v4 Announce Type: replace Abstract: A long-standing challenge in AI is to develop agents capable of solving a wide range of physical tasks…
Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents
arXiv:2601.07468v2 Announce Type: replace Abstract: Memory enables Large Language Model (LLM) agents to perceive, store, and use information from past…
Towards Trustworthy Autonomous Robots: An Explainable AI-Based Decision Framework
arXiv:2609.02861v1 Announce Type: cross Abstract: Autonomous robots powered by deep learning face a fundamental auditability challenge: when incidents…
When Can Large Reasoning Models Save Thinking? Mechanistic Analysis of Behavioral Divergence in Reasoning
arXiv:2505.15276v2 Announce Type: replace Abstract: Large reasoning models (LRMs) have achieved remarkable success on complex tasks, yet their tendency to…
Modeling and Optimizing User Preferences in AI Copilots: A Comprehensive Survey and Taxonomy
arXiv:2505.21907v3 Announce Type: replace Abstract: AI copilots represent a new generation of AI-powered systems designed to assist users, particularly…
Accel reportedly in talks to lead $1B round for Thinking Machines at $40B valuation
The high-profile startup’s annual revenue run rate stands at at over $100 million.