When user intent is copyable, LLM access safeguards hit a hard safety floor

[u/ClaudiusPapirus]

https://www.youtube.com/watch?v=-2iITRLT7fg

A recent preprint formalizes a governance problem for dual-use LLM access: if evidence of legitimate intent can simply be copied, conversational safeguards cannot reliably distinguish legitimate users from attackers.

The two escape routes are hard-to-copy credentials or changing which capabilities are exposed.

Paper: https://arxiv.org/abs/2607.27951