Cross-Session Decomposition Attacks: Scaling Risk and Intent-Aligned Retrieval Defense

Disen Liao, Yihan Wang, Freda Shi +1

Scaling laws are usually read as a capability story: lower language-modeling loss yields more useful models. We study a safety consequence of this mechanism in \emph{cross-session…