Amazon Is Using Specialized AI Agents for Deep Bug Hunting

Amazon is unveiling Autonomous Threat Analysis (ATA), an internal framework of specialized AI agents that compete in red/blue teams to proactively identify weaknesses, perform variant analysis, and generate remediations and detections across its platforms. Built on high-fidelity test environments that mirror production and rely on real telemetry, ATA verifies both offensive techniques and defensive controls with evidence-backed logs, aiming to expand coverage, keep detections current, and reduce false positives through rigorous validation and "hallucination management."