RUC and Zhizhi Institute Open-Source Claw Agent Data, Training, and Evaluation Pipeline

打破Agent训练瓶颈！人大&至知研究院开源Claw Agent数据+训练+评测全链条

Renmin University of China and Zhizhi Institute open-sourced ClawGym, a Claw Agent framework with 13.5K synthetic executable tasks, 200 benchmark tasks, model checkpoints, training data, and training code; ClawGym-30B-A3B scores 56.82 on ClawGym-Bench and exceeds Qwen3-235B-A23B in the reported evaluation.

Why it matters: HKR-H/K/R all pass: ClawGym bundles data, code, checkpoints, and eval tasks rather than just a leaderboard. Its impact is developer-facing, below a major lab model release or market-moving event.