04:00
2026-07-23
machinebrief.com
artificial-intelligence
Stateful Guardrails for Multi-Turn LLM Systems: A Conversational Risk Accumulation Framework
Researchers have introduced a Conversational Risk Accumulation (CRA) Framework to detect safety failures in multi-turn large language model (LLM) systems that arise from benign turns composing into ha…