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AI Ethics

Consciousness AI Ethics

Spontaneous Metacognition: When Networks Become Accidentally Aware

M. Vafa
By M. Vafa
October 02, 2025

TL;DR In August 2025, Ma, Lu, and Feng proved that metacognition—the ability to think about thinking, to know that you know—emerges spontaneously in neural networks without design, without intention, without anyone asking for it. Just train a network to do any cognitive task, and it starts monitoring

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