most citedSimulate and Eliminate: Revoke Backdoors for Generative Large Language Models

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cs.SE2026

Engineering Reliable Commit Gates for Agentic AI: Cost-Aware Verification Portfolios under Common-Mode Data Failures

Zihao Zheng, Baichuan Li, Junyi Yao +1

Agentic systems commit state-changing actions, but additional verifiers can inherit the same upstream fault. We present VP-CONTROL, a runtime-assurance design and deterministic ben…