Stochastic Security: Pare It Down – Why Models Parrot, and How It Matters

Introducing Recursive Output Trust Attacks (ROTA), a novel class of LLM jailbreaks exploiting model self-trust.

July 1, 2025 · 10 min · Remington Winters