V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning Paper • 2506.09985 • Published Jun 11, 2025 • 30
V-JEPA 2 Collection A frontier video understanding model developed by FAIR, Meta, which extends the pretraining objectives of https://ai.meta.com/blog/v-jepa-yann • 8 items • Updated Jun 13, 2025 • 187
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published 4 days ago • 107
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Paper • 2504.17192 • Published Apr 24, 2025 • 121
Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits Paper • 2512.20578 • Published 26 days ago • 77
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published about 1 month ago • 111
Understanding Chain-of-Thought in Large Language Models via Topological Data Analysis Paper • 2512.19135 • Published 27 days ago • 1
Understanding World or Predicting Future? A Comprehensive Survey of World Models Paper • 2411.14499 • Published Nov 21, 2024 • 1
How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 55
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 108
OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists Paper • 2511.16931 • Published Nov 21, 2025 • 7
What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity Paper • 2511.15593 • Published Nov 19, 2025 • 57