Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published Oct 13 • 56
Running 282 The ultimate guide to RL environments: building and scaling them in the LLM era 📝 282 Building and scaling RL environments for LLM training
Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs Paper • 2605.09063 • Published May 9 • 83
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text Paper • 2601.22975 • Published Jan 30 • 110