technologyneutral

AI Rules Need Proof to Work

USA, BerkeleySaturday, October 25, 2025

The U.S. government has big plans for AI. They aim to lead the world in AI technology by:

  • Speeding up innovation
  • Improving infrastructure
  • Ensuring fairness and safety

However, rules alone won't make AI trustworthy.

The Problem with Self-Reporting

  • Rules without proof are not enough
  • Companies grading their own homework? Would you trust the results?
  • Currently, AI companies often report their own performance, leading to:
  • Biased information
  • Incomplete information

The Need for Independent Evaluation

  • Other industries (finance, healthcare) have independent oversight
  • AI should be no different
  • Benefits of independent evaluation:
  • Better evidence for regulators
  • Increased industry confidence
  • Built public trust

The Urgency

  • The U.S. can't afford to wait
  • If oversight doesn't keep up, risks will grow faster than our ability to manage them

The Bottom Line

  • AI policy needs proof to work
  • Independent evaluation is essential for AI governance
  • It's not about creating new rules, but about making existing ones enforceable
  • This will ensure that AI innovation is both bold and responsible

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