MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published 3 days ago • 106
Utonia: Toward One Encoder for All Point Clouds Paper • 2603.03283 • Published 17 days ago • 181
GLM-5: from Vibe Coding to Agentic Engineering Paper • 2602.15763 • Published about 1 month ago • 115
OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions Paper • 2602.05843 • Published Feb 5 • 60
MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration Paper • 2602.01734 • Published Feb 2 • 32
OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions Paper • 2602.05843 • Published Feb 5 • 60
SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning Paper • 2602.02472 • Published Feb 2 • 46
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience Paper • 2601.15876 • Published Jan 22 • 92
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents Paper • 2601.12346 • Published Jan 18 • 50
OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent Paper • 2601.07779 • Published Jan 12 • 28
OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent Paper • 2601.07779 • Published Jan 12 • 28
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment Paper • 2601.01576 • Published Jan 4 • 19
Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone Paper • 2512.22615 • Published Dec 27, 2025 • 50