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Dario Amodei's AI "pacing" plan split the industry in days, critic says

Dario Amodei's AI "pacing" plan split the industry in days, critic says

3 Key Points

  1. What happened

    Holistic AI co-CEO Emre Kazim published a critique of Dario Amodei's essay "We Must Pace the Frontier," noting the proposal split the industry into three camps within days of publication.

  2. Why it matters

    The speed of that disagreement suggests coordination among labs and governments cannot be the foundation of AI safety, since the proposal already fractured the field it depends on.

  3. What to watch

    Kazim argues governance must instead operate at machine speed, with independent institutions verifying and AI systems monitoring; watch whether enterprises make governability an architectural requirement.

WHO IT HITSEnterprise IT and AI governance teams face growing pressure: Deloitte's 2026 survey of over 3,200 leaders found only 21% have mature governance for agentic AI, while IBM found 70% of technology executives say teams deploy technology faster than IT can track. These teams may need to embed governance into the technology stack rather than treat it as a post-deployment review.

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Context & Analysis

Kazim grounds his critique in two historical cases: SALT I's reliance on "national technical means of verification" rather than onsite inspections, and the Boeing 737 MAX crashes in 2018 and 2019 that killed 346 people. In the latter, the U.S. Department of Transportation Inspector General found Boeing and the FAA had followed the established certification process, yet the process itself failed. Kazim uses these cases to argue that agreement is stronger with independent verification and that mature regulation fails when the regulator cannot see inside the system.

He also points to current enterprise evidence. Deloitte's 2026 survey of more than 3,200 business and IT leaders across 24 countries found only 21% have mature governance for agentic AI, while IBM found 70% of technology executives say teams deploy technology faster than IT can track, with only 11% saying they were fully prepared for AI-agent deployment at scale. METR's 2026 Frontier Risk Report, which gave Anthropic, Google, Meta and OpenAI access for evaluation, represents progress but leaves open who chooses the evaluator and what happens when evaluator and company disagree.

The stakes hinge on whether governance can be made a competitive advantage rather than a compliance cost. If enterprises treat governability as a requirement of architecture and procurement, and if governments fund evaluation and monitoring research alongside capability research, the gap between machine-speed AI and human-speed oversight might narrow. But as Kazim notes, coordination may buy time without becoming a safety architecture that stands on its own.

FAQ
What is Amodei's three-step plan?
It gives independent evaluators ongoing employee-level access to frontier labs to verify safety practices, gets leading democratic-country labs to align on shared safety standards, and pursues international agreements including with China on dangerous capabilities.
How did the industry split over the essay?
One camp supported it, including Sam Altman, Elon Musk, Demis Hassabis and Ursula von der Leyen. A second accepted the diagnosis but rejected the cure, including Mark Zuckerberg and David Sacks. A third, including Michael Burry, questioned the incentives.
What does Kazim propose instead of pacing?
He proposes a four-part division of responsibility: humans set boundaries, independent institutions verify, machine-speed systems identify and enforce, and humans remain accountable.
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