EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published Jul 19 • 93
Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning Paper • 2607.12395 • Published Jul 14 • 92
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe Paper • 2607.03451 • Published Jul 3 • 36
Program-as-Weights: A Programming Paradigm for Fuzzy Functions Paper • 2607.02512 • Published Jul 2 • 309
Rethinking Memory as Continuously Evolving Connectivity Paper • 2605.28773 • Published May 27 • 31
SkillOS: Learning Skill Curation for Self-Evolving Agents Paper • 2605.06614 • Published May 7 • 47
Heterogeneous Scientific Foundation Model Collaboration Paper • 2604.27351 • Published Apr 30 • 175
Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework Paper • 2604.06170 • Published Apr 7 • 28
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability Paper • 2601.18778 • Published Jan 26 • 44
Confucius Code Agent: An Open-sourced AI Software Engineer at Industrial Scale Paper • 2512.10398 • Published Dec 11, 2025 • 14
view article Article mem-agent: Persistent, Human Readable Memory Agent Trained with Online RL driaforall • Sep 11, 2025 • 26
💧 LFM2 Collection LFM2 is a new generation of hybrid models, designed for on-device deployment. • 28 items • Updated Aug 3 • 157
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers Paper • 2504.20752 • Published Apr 29, 2025 • 97
Agentless: Demystifying LLM-based Software Engineering Agents Paper • 2407.01489 • Published Jul 1, 2024 • 64
Transformers meet Neural Algorithmic Reasoners Paper • 2406.09308 • Published Jun 13, 2024 • 44
Block Transformer: Global-to-Local Language Modeling for Fast Inference Paper • 2406.02657 • Published Jun 4, 2024 • 40
Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU Paper • 2403.06504 • Published Mar 11, 2024 • 56