What Metacognition AI does
Metacognition AI is building an AI architecture aimed at giving always-on, multi-agent systems persistent memory and lifelong reasoning, arguing that current large language models cannot manage competing objectives or learn from experience over time. Its first release, ZEOS, is an open-source "transformer operating system" that sits beneath LLMs and handles priority-preemptive job scheduling, protected mode and deterministic replay for AI agent tasks, published under an AGPL-3.0 licence on GitHub. The company was publicly launched at Sydney's Deep Tech Week 2026 and is built in Adelaide by founders Professor Anton van den Hengel, Professor Stephen Gould and Dr Paul Dalby, drawing on backgrounds at the Australian Institute for Machine Learning, Amazon and Stanford.
Metacognition AI is an ai models tool on Falcoscan. Open-source operating system that gives AI agents persistent memory. Falcoscan rates Metacognition AI with an Opportunity score of 79/100, a Saturation score of 30/100, and a Wrapper-risk score of 8/100. Market signal: rising. Metacognition AI is founded in 2026, currently at Pre_seed stage. Pricing: Free.