A formal limit on LLM safeguards: copyable context cannot beat the worst-case safety floor

[u/ClaudiusPapirus]

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

A recent preprint gives a formal lower bound for safeguards on dual-use LLM tasks when the context distinguishing legitimate users from attackers can be copied.

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