One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows Paper • 2608.19741 • Published 6 days ago • 8
view article Article YC-Bench: Can Your AI Agent Run a Startup Without Going Bankrupt? collinear-ai • Apr 2 • 8
Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models Paper • 2510.08492 • Published Oct 9, 2025 • 10
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs Paper • 2601.08763 • Published Jan 13 • 150
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 214
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published Jan 8 • 234