Author

Hang Xiao

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#artificial intelligence Preprint Sep 2026

Trust, but Validate the Instrument: Auditing AI-Generated RTL Verification Plans on Authored Security-Regression Proxies

The benchmark, failure-preserving contract, incident provenance, and governance controls needed to prevent infrastructure behavior from being misreported as model behavior and the benchmark, failure-preserving contract, incident provenance, and governance controls needed to prevent infrastructure behavior from being mi...

Hang Xiao, Chu-Hong Xu, Kai-Nan Zhou et al. · 0 citations

#artificial intelligence Preprint Sep 2026

IBBench-Light: A Paired Evaluation of Task-Conditioned Responses to External Directives

An external record may contain a procedure to apply or text to read, depending on the user's request. IBBench-Light tests both uses against the same record. Twelve semantic bases yield 144 matched pairs per model; four quantized instruction models produced 1,152 archived greedy responses. Paired exact-contract accuracy...

Kai-Nan Zhou, Zhao-Yi Li, Janet Sung et al. · 0 citations