A target-blind agent-generated test suite with a consensus-and-validator certification chain found 906 verified accepted-but-buggy submissions on AtCoder and led all baselines on post-cutoff Codeforces problems.
Zhang, Federica Sarro, Gang Huang, and Yun Ma
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Coding Agents as Test-Suite Auditors: Finding What Official Suites Miss While Approaching What They Catch
A target-blind agent-generated test suite with a consensus-and-validator certification chain found 906 verified accepted-but-buggy submissions on AtCoder and led all baselines on post-cutoff Codeforces problems.