Technical deep-dives into agent runtime containment, prompt injection physics, eBPF socket filtering, and regulatory compliance for autonomous systems.
An empirical analysis of indirect prompt injection vectors in autonomous execution loops. Why probabilistic model alignment inevitably collapses under adversarial context compaction, and how deterministic AST parameter gating solves the problem at the transport layer.
Post-mortem breakdown of how recursive hallucination loops in multi-agent orchestration frameworks generated 182,000 unauthorized API requests in under 14 minutes, and how sliding-window token bucket circuit breakers prevent catastrophic billing spikes.
A comprehensive technical guide to meeting European Union regulatory mandates for high-risk autonomous AI systems. Detailed requirements for continuous automated record-keeping (Article 12) and deterministic human oversight kill-switches (Article 14).