Maxime Riché

Standard inoculation prompting often cripples capabilities and fails to contain bad behaviors, but diversifying prompt contexts across just a tiny fraction of clean data effectively cordons off emergent misalignment.

Inoculation adapters can suppress undesired traits in AI models while introducing fewer unexpected vulnerabilities compared to traditional inoculation prompting methods.