The Core Problem of AI: Execution Legitimacy Over Hallucination
In today’s rapid discussions surrounding AI, the focus often misplaces itself on accuracy. The crux of the problem isn’t whether AI can predict correctly, but rather if it has the legitimacy to act.
Key Insights:
- Execution Legitimacy is Paramount: Modern AI must transition from mere probability-based predictions to an execution model that ensures every action has a clear, deterministic path.
- The Shift to Compilation Systems: This new paradigm emphasizes that AI systems must comply with established physical laws before taking any action.
- Three Non-Negotiable Axioms:
- No-Hallucination Axiom
- Decoupled Generation Axiom
- Power Efficiency Axiom
This paradigm aims to enhance AI’s reliability and accountability in real-world applications. In doing so, we can transform AI from a speculative tool into a trustworthy asset for society.
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