Cognitive robotics The Imperative for Cognitive AI: Why Deterministic Architectures Outperform LLMs in Safety-Critical Robotics Explore why cognitive architectures like OntoAgent deliver superior reliability and transparency compared to LLMs for strategic reasoning in safety-critical robot deployments. Discover the HARMONIC architecture's findings.