DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published 18 days ago • 126
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 21 days ago • 209
User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale Paper • 2601.08225 • Published 19 days ago • 51
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 24 days ago • 212
view article Article NVIDIA Cosmos Reason 2 Brings Advanced Reasoning To Physical AI 27 days ago • 60
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting Paper • 2601.02151 • Published 27 days ago • 104
Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits Paper • 2512.20578 • Published Dec 23, 2025 • 85
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Paper • 2512.16093 • Published Dec 18, 2025 • 95
DEER: Draft with Diffusion, Verify with Autoregressive Models Paper • 2512.15176 • Published Dec 17, 2025 • 44
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published Dec 3, 2025 • 154
view article Article Transformers v5: Simple model definitions powering the AI ecosystem +2 Dec 1, 2025 • 288
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 294
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper • 2511.20785 • Published Nov 25, 2025 • 184