Auditor-Assisted Summary-Channel Verification for Hosted LLM Identity Substitution.

arXiv:2610.25982v1 Announce Type: cross Abstract: Hosted LLM services increasingly expose model identity as a product claim, but external users and auditors often cannot inspect which model configuration served a request. We study an auditor-assisted regime in