I built an AI that uses a metacognitive loop 2 solve invention problems

Show HN: I built an AI that uses a metacognitive loop 2 solve invention problems

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Hi HN, I'm the creator of this project. For the past months, I've been working on building an AI agent that could move beyond simple generation and tackle inventive challenges autonomously. The core idea was to create a system with a "metacognitive loop"—the ability to recognize when it's stuck on a fundamental problem and then launch a sub-mission to solve that specific bottleneck before continuing. The linked article is a deeper introduction to the system's architecture and a snapshot from a recent run. I tried to design it to be evidence-grounded and self-critical to avoid the pitfalls of hallucination. Happy to answer questions RW

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Website: robw1se.substack.com/p/introducing-the-ai-inventor