SmolVLM: Redefining small and efficient multimodal models Paper • 2504.05299 • Published Apr 7, 2025 • 207
Seedance 1.0: Exploring the Boundaries of Video Generation Models Paper • 2506.09113 • Published Jun 10, 2025 • 108
Small Language Models are the Future of Agentic AI Paper • 2506.02153 • Published Jun 2, 2025 • 24
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Paper • 2509.07980 • Published Sep 9, 2025 • 105
VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model Paper • 2509.09372 • Published Sep 11, 2025 • 254
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18, 2025 • 111
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation Paper • 2510.02283 • Published Oct 2, 2025 • 98
AgentRxiv: Towards Collaborative Autonomous Research Paper • 2503.18102 • Published Mar 23, 2025 • 25
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models Paper • 2510.04618 • Published Oct 6, 2025 • 131
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 96
SmartSearch: Process Reward-Guided Query Refinement for Search Agents Paper • 2601.04888 • Published Jan 8 • 10
TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents Paper • 2601.05899 • Published Jan 9 • 4
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents Paper • 2512.23343 • Published Dec 29, 2025 • 30
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts Paper • 2601.11044 • Published Jan 16 • 34
The Responsibility Vacuum: Organizational Failure in Scaled Agent Systems Paper • 2601.15059 • Published Jan 21 • 4
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning Paper • 2602.10090 • Published Feb 10 • 52
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models Paper • 2601.07372 • Published Jan 12 • 47