Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows Paper • 2610.21109 • Published 13 days ago • 11
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 15 days ago • 160
SanSi: A Looped Typed Decision Model for System 1.5 Thinking Paper • 2610.07730 • Published 22 days ago • 23
Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym Paper • 2609.37267 • Published 29 days ago • 40
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 28 days ago • 63
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published 28 days ago • 112
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published 28 days ago • 112
Meta$^n$: Recursive Self-Improvement through Emergent Depth Paper • 2608.24735 • Published Aug 25 • 18
AssurAI: Experience with Constructing Korean Socio-cultural Datasets to Discover Potential Risks of Generative AI Paper • 2511.20686 • Published Nov 20, 2025
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 45
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 45
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published Nov 27, 2025 • 15
MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models Paper • 2510.16641 • Published Oct 18, 2025 • 5
Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model Paper • 2411.04496 • Published Nov 7, 2024 • 22
Intriguing Properties of Large Language and Vision Models Paper • 2410.04751 • Published Oct 7, 2024 • 16
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge Paper • 2407.03958 • Published Jul 4, 2024 • 21