S. Pande

An adaptive agentic AI framework for counterfactual validation and adversarial lookahead in automated incident response

CIPHER-A (Counterfactual Incident Response Planning with Hallucination-Aware Evaluation and Reasoning — Adaptive), an agentic AI framework that resolves both deficiencies through a two-stage closed-loop pipeline, achieves a 59.2% relative reduction in Response Plan Degradation Rate, and a 3.2% false safety rate compare...