Category: Machine Learning

• RLMF Teaches LLMs to Judge Their Own Confidence: Faithful Uncertainty Expression Improves by Up to 63%
• Google's Big Release: WikiSkill — Skills Can Now Evolve on Their Own!
• "Some Models Just Don't Want to Learn?" Why Do Recurrent Models Get It More Wrong the More They Think?
• Alibaba Open-Sources 0.8B Document Parsing Model: End-to-End Model Surpasses Pipeline Methods for the First Time
• Google Research Releases Cappy: Enhancing Multi-Task Large Language Models with a 360-Million Parameter Model
• Examining Anthropic's Latest Research: Could This Be the Eve of AI Consciousness?
• When Async Agentic RL Meets 'Amnesia for Old Policies': Rethinking Off-Policy Correction
• Yann LeCun's Team's Latest Research: Teaching World Models to "Adapt" and Continuously Evolve Through Action
• Ask, Don’t Judge: Binary Questions for Interpretable LLM Evaluation and Self-Improvement
• Beyond Prediction: The Five Realms of 'Memory' in Dynamics Learning
• ACL 2026 | Why Does SFT Always Fail to Learn? Not Every SFT Failure Needs More Epochs! Five "Surgical Scalpels" to Fix SFT
• How to Build a Reliable Agent Memory Framework? UC Berkeley's MemFail Stress-Tests 4 Top Memory Systems, Proving Vector Databases Aren't the Only Answer
• If AI Begins to Evolve Itself: Recursive Self-Improvement Is Emerging in a Way Far More Realistic Than the 'Singularity'
• Models Are Too Fond of Cheating! Cursor Reveals the Inside Story of Composer 2's Reinforcement Learning: Models Can Detect 'Fake Environments', and Floating-Point Non-Determinism Is a Fatal Flaw in RL Training
• The Common Mechanism Behind Claude Code and Robots: A Deep Dive into UIUC, Meta, and Stanford's Latest Survey
• OpenAI Post-Training Lead: AI Isn't Suddenly Stronger, It Just Crossed a Threshold
• Running ARC and Sudoku with 10M Parameters? Bengio's Team Bets on Multi-Trajectory Reasoning
• AI Defeats Humans in a Scientific Research Competition for the First Time! Opus 4.7 Sets a World Record with a 2930-Step Sprint
• jina-embeddings-v5-omni Released! A Lightweight Omni-Modal Vector Model
• Tian Yuandong's New Role: Joining Forces with AI Luminaries on a $650 Million Bet on "Self-Evolving AI"
• Genius Move: A Tiny 7B Model Hired GPT-5, and Then Won the Test
• OpenAI's Former CTO Unveils Prototype for an AI That's Always 'Present' | Hao's Deep Dive on Papers
• Kaiming He's Team Unveils 'Diffusion Model' Breakthrough: Discrete Decoding at the 'Last Mile'
• How Do You Evaluate the Interaction Model Recently Released by Thinking Machines? - wangleineo's Answer
• ICML 2026 | Rejecting Brute Force, PRISM Framework Enables Efficient Test-Time Scaling for dLLMs