ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence Paper • 2605.26340 • Published 4 days ago • 25
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards Paper • 2605.10899 • Published 18 days ago • 76
PaperBanana: Automating Academic Illustration for AI Scientists Paper • 2601.23265 • Published Jan 30 • 228
VISTA: A Test-Time Self-Improving Video Generation Agent Paper • 2510.15831 • Published Oct 17, 2025 • 24
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality Paper • 2510.22037 • Published Oct 24, 2025 • 22
MARS: Modular Agent with Reflective Search for Automated AI Research Paper • 2602.02660 • Published Feb 2 • 67 • 5
MARS: Modular Agent with Reflective Search for Automated AI Research Paper • 2602.02660 • Published Feb 2 • 67
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 34
CoDA: Agentic Systems for Collaborative Data Visualization Paper • 2510.03194 • Published Oct 3, 2025 • 31