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20242026
most citedRobust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning

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cs.SE2026

Groundability, Not Scale Alone: When Weak Reviewers Can Audit Strong Coding Agents

Junyu Guo, Shangding Gu, Ming Jin +1

Coding agents can return plausible patches that omit required behavior. These failures are hard to review because long traces and confident summaries often hide what was missed. We…