When Compliance Data Masquerades as Evaluation: Measurement Validity for Deployed AI Systems

arXiv:2609.13642 · cs.LG · Submitted 2026-09-12 · Read on arXiv

cs.LG

Submitted: 2026-09-12

Updated: 2026-09-12

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Alignment — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes

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