Metacognitive Scaffolding and AGI: Shaping LLM Architectures Metacognitive scaffolding involves systems that monitor and regulate their own cognitive processes. In Large Language Models (LLMs), this translates to self-reflection mechanisms. LLMs use these mechanisms to evaluate their outputs before final generation. ...