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Chronicles

The story behind the story

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The UK CMA lists seven AI foundation model regulating principles and plans to engage Google, Meta, OpenAI, Microsoft, Nvidia, and Anthropic before a 2024 report

Bloomberg :

Bloomberg

Context & Ripple Effects

The principles are the CMA’s next step after its fact-finding review of the AI market, moving its attention from identifying competition risks to setting expectations for foundation-model providers.

The planned engagement targets the companies spanning models, platforms and AI infrastructure. It also precedes the UK’s push for unprecedented access to examine LLM internals, making this an early marker of oversight focused on how the market operates, not just on model outputs.

First-order effects

  • Google, Meta, OpenAI, Microsoft, Nvidia and Anthropic face direct CMA engagement ahead of the agency’s 2024 assessment, requiring them to address the regulator’s competition-oriented principles.
  • The CMA creates a common policy reference point for foundation models, putting model developers and the infrastructure firms around them under the same initial scrutiny.

Second-order effects

  • Companies’ partnerships, cloud arrangements and routes to market become more important regulatory evidence, rather than being treated as background commercial activity.
  • Rivals and smaller model providers gain a clearer basis to raise concerns about access, distribution or concentration as the CMA develops its findings.

Third-order effects

  • If this approach persists, AI competition oversight will increasingly examine the full stack—models, compute, cloud and distribution—and the links between firms across it.
  • The later CMA concern about an interconnected web of AI investments and deals suggests that principles-led engagement can evolve into scrutiny of specific partnerships when market relationships deepen.

The trend: Foundation-model governance is shifting from voluntary safety commitments toward competition oversight of the commercial relationships that control AI development and deployment.

Discussion

  • @cmagovuk @cmagovuk on x
    Today, our CEO, Sarah Cardell, has launched our initial report into #AI Foundation Models, which proposes new principles to support competition and protect consumers. Find out more: https://www.gov.uk/... [video]