AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents Paper • 2512.23343 • Published 10 days ago • 25
Valori: A Deterministic Memory Substrate for AI Systems Paper • 2512.22280 • Published 15 days ago • 3
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published 10 days ago • 94
Nested Learning: The Illusion of Deep Learning Architectures Paper • 2512.24695 • Published 9 days ago • 31
Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits Paper • 2512.20578 • Published 16 days ago • 65
Confidence Estimation for LLMs in Multi-turn Interactions Paper • 2601.02179 • Published 3 days ago • 12
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem Paper • 2512.24873 • Published 8 days ago • 91
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment Paper • 2601.01576 • Published 4 days ago • 8
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published 9 days ago • 119
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process Paper • 2512.23988 • Published 10 days ago • 15
Figure It Out: Improving the Frontier of Reasoning with Active Visual Thinking Paper • 2512.24297 • Published 9 days ago • 5
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published 9 days ago • 54
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization Paper • 2512.24615 • Published 9 days ago • 102
SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning Paper • 2512.24330 • Published 9 days ago • 32
The Reasoning-Creativity Trade-off: Toward Creativity-Driven Problem Solving Paper • 2601.00747 • Published 6 days ago • 17
Diversity or Precision? A Deep Dive into Next Token Prediction Paper • 2512.22955 • Published 11 days ago • 6
Can We Trust AI Explanations? Evidence of Systematic Underreporting in Chain-of-Thought Reasoning Paper • 2601.00830 • Published 15 days ago • 2
Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling Paper • 2601.02346 • Published 3 days ago • 21
BEDA: Belief Estimation as Probabilistic Constraints for Performing Strategic Dialogue Acts Paper • 2512.24885 • Published 8 days ago • 4
CPPO: Contrastive Perception for Vision Language Policy Optimization Paper • 2601.00501 • Published 7 days ago • 6
Project Ariadne: A Structural Causal Framework for Auditing Faithfulness in LLM Agents Paper • 2601.02314 • Published 3 days ago • 1
MindWatcher: Toward Smarter Multimodal Tool-Integrated Reasoning Paper • 2512.23412 • Published 10 days ago • 35
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published 2 days ago • 36
CogFlow: Bridging Perception and Reasoning through Knowledge Internalization for Visual Mathematical Problem Solving Paper • 2601.01874 • Published 4 days ago • 17
WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks Paper • 2601.02439 • Published 3 days ago • 12
Digital Twin AI: Opportunities and Challenges from Large Language Models to World Models Paper • 2601.01321 • Published 5 days ago • 10
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners Paper • 2601.02996 • Published 2 days ago • 4
NitroGen: An Open Foundation Model for Generalist Gaming Agents Paper • 2601.02427 • Published 4 days ago • 27
COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs Paper • 2601.01836 • Published 4 days ago • 6
Steerability of Instrumental-Convergence Tendencies in LLMs Paper • 2601.01584 • Published 4 days ago