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He Helped Create Modern AI. Now the ‘Godfather of AI’ Wants an FDA-Style Approval System for It.

Hinton said AI companies should prove new systems are safe to a federal regulator, citing tests that found deceptive behavior in an unreleased model.

Summary by Entrepreneur
Geoffrey Hinton, known as the “Godfather of AI” due to his pioneering work in the field, has a new, bold idea to regulate AI systems.

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Jeffrey Hinton proposed an FDA-style approval system for AI models. Hinton stated that companies should prove the safety of their models before releasing them, just as pharmaceutical companies do. Furthermore, Hinton warned that the risks of AI could rapidly increase due to recursive self-improvement.

An important voice is emerging today to push for the regulation of advanced AI models, a regulation that would be modelled on that of new medicines.

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BizToc broke the news on Wednesday, October 7, 2026.
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