Ma Yi: DNA Is the First LLM; Intelligence Is Entropy Reduction

Why it matters

A deep interview with HKU professor Ma Yi: the striking claim that 'DNA is the first LLM', intelligence as entropy reduction, white-box theory and interpretable intelligence, and his critical take on current deep learning paradigms.

Key takeaways

• DNA is the first LLM: the isomorphism of life and computation.
• Intelligence as entropy reduction: a first-principles account.
• White-box theory: the interpretable route.
• Critique of deep learning: the limits of black boxes.
• A vision of future intelligent architectures.