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Open Source vs Closed Models

Whether AI model weights should be freely shared or kept proprietary.

An "open" AI model is one whose weights anyone can download, study, and modify. A "closed" model is only available through a company's API. The distinction matters for safety, competition, and concentration of power.

Why it matters to voters

Open models enable independent research and competition; they also lower barriers to misuse. Closed models concentrate capability in a few companies; they also make safety testing easier to enforce.

Recent developments

  • 2025
    U.S. Commerce Department reviews export controls for the largest open-weights releases.
  • 2026
    Industry coalitions split publicly over whether new safety rules should apply to open-weights models.

Political & policy relevance

The split runs through the AI industry itself. Leading the Future generally favors a permissive federal framework; Anthropic-aligned PACs favor more testing and disclosure regardless of openness.

Candidates working on this

Alex Bores · Sam Liccardo

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Further reading

Last updated 2025