Daniel Miessler 11/21/2025

Judge AI by Outputs, not Mechanism

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The article posits that if an AI system can produce outputs that would require understanding and intelligence if created by a human, then the AI itself possesses those qualities. It critiques philosophical debates about AI consciousness as misguided, advocating for a focus on practical, observable results and emergent capabilities instead of internal mechanisms.

Judge AI by Outputs, not Mechanism

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