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

A bounded IHEval comparison uses the same SmolLM2 checkpoint and output budget while preserving its published instruction roles and scorer, and the benchmark measures conditional task and output-contract success.

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

#artificial intelligence Preprint Sep 2026

Protocol effects on feature-based hardware-Trojan detection across Trust-Hub families

Five host families are too few for a population claim, and the experiment says nothing about transfer to a new cell library or an industrial design, which supports a narrower conclusion: sibling benchmark variants can inflate apparent transfer.

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