Stateful Guardrails for Multi-Turn LLM Systems: A Conversational Risk Accumulation Framework

Sanjay Mishra, Divya Chukkapalli, Ganesh R. Naik

Most safety guardrails for large language models (LLMs) evaluate each prompt-response pair in isolation, which misses failures that arise only over a dialogue as benign turns compo…