The provided text introduces Metacognitive Swarms of Intelligences (MSI), a sophisticated advancement in artificial intelligence that combines swarm intelligence with self-reflective processing. Unlike traditional systems that follow rigid rules, these swarms consist of autonomous agents capable of monitoring their own reasoning and correcting collective errors in real time. The architecture operates through a dual-layer framework where individual agents evaluate their own logic while … Continue reading Metacognitive Swarms: The Evolution of Self-Regulating Multi-Agent Intelligence