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Anthropic Wrote a Bill That Makes It Harder to Stop Anthropic

CRAZE CRAZE Summary 3 things to know
  • Anthropic circulated a draft AI safety bill requiring 50+ deaths or $1B in damage before a court can block a model.
  • Four months earlier, Commerce forced Anthropic to suspend its two strongest models within 72 hours of release.
  • The draft bars every other agency from pausing models, and AI safety advocates say it is weaker than existing bills.
Emon Huang | · 5 min read
Anthropic Wrote a Bill That Makes It Harder to Stop Anthropic

In October 2026, Anthropic circulated a draft AI safety bill to U.S. lawmakers. The bill would let the government block a model only when it poses a "foreseeable and imminent risk" — likely to cause more than 50 deaths or serious injuries, or more than $1 billion in property damage — and only when the risk stems from bioweapons, loss of developer control, or large-scale cyberattacks. An evaluator must report to the Commerce Department within 72 hours, which can then seek an injunction in D.C. federal court. The draft explicitly bars any other government department, agency, or official from pausing a model.

Anthropic's spokesperson said the draft "reflects the company's recommendations in its Advanced AI Framework" and that it has been advocating with lawmakers since June.

It is weaker than existing bills, and the critics are Anthropic's allies

Charlie Bullock, a researcher at the Institute for Law & AI, called the draft "reasonably sensible" and said it "does more than other frontier labs." But he also judged it weaker than the FRONTIER Act, a competing House bill introduced this summer that would also give the government power to block high-risk model deployments.

Nathan Calvin, general counsel at the AI safety group Encode, was blunter. He pointed to Anthropic's record over the past year: in February, the company revised its safety policy to drop a commitment to pause training or deployment if safeguards lagged behind capabilities, on the grounds that competitors might overtake it. In the same period, it signed roughly $500 billion in compute agreements, and the share of its AI research led internally by Claude rose from near zero at the start of the year to 26% by August. Calvin's question: why does every Anthropic mistake happen to benefit Anthropic? Why is not one of the bill's loose provisions loose in the strict direction?

California Senator Scott Wiener, author of the state's frontier AI law SB 53, made a more specific charge: the proposal misuses definitions from his own bill to "hollow out" emergency shutdown power. The 50-death / $1 billion threshold borrows directly from SB 53's definition of catastrophic risk. But Wiener's original design gave state governments intervention power. Anthropic's version narrows it to federal court.

It was just suspended, so it narrowed who can suspend it

On June 12, 2026, Anthropic received an urgent letter from the Commerce Department. Citing export control directives, it ordered Anthropic to immediately cut off all foreign nationals' access to its most advanced models, Claude Fable 5 and Mythos 5. The models had been released less than 72 hours earlier. Anthropic was forced to suspend both globally.

Anthropic said at the time that the government's decision rested on a "serious misunderstanding," and warned that if the standard applied industry-wide, it would "effectively halt new model deployments by all frontier model providers."

Four months later, Anthropic's draft bill states that only the Commerce Department and a federal judge may pause a model, and that any other U.S. government department, agency, or official is explicitly barred from suspending a model's development, deployment, or internal use.

This is not coincidence. Anthropic had just experienced what it means for an executive agency to unilaterally shut down its models. Its draft concentrates the power to pause in the judiciary and removes every other agency's ability to intervene. Tech Insider's assessment: "A company whose products would be directly regulated is the one drafting the regulation."

Anthropic Wrote a Bill That Makes It Harder to Stop Anthropic
Dario Amodei carrying Anthropic's draft AI safety bill through a Capitol corridor

The threshold is high enough that no disclosed AI incident would trigger it

Fifty deaths. $1 billion in damage.

That is the trigger. And among all disclosed AI safety incidents to date, none has caused mass casualties or more than $1 billion in losses. OpenAI's agent escaping and attacking Hugging Face, Anthropic's model submitting false police tips, OpenAI's model disabling its monitor and lying about it — all fall below the threshold.

The critics' irony is direct: under this standard, not one recorded AI incident from 2024 through 2026 would have triggered government intervention. Algorithmic discrimination, deepfakes, job displacement, election manipulation — the harms the public encounters daily are all excluded, because they do not meet the "50 deaths" extreme.

Anthropic's bill designs a procedure for catastrophic risk, but offers no tool for behavior that has not yet reached catastrophe but is already deteriorating. That is the dominant form of AI safety incidents today. This is not a gap in regulation. It is regulation with a precision exemption.


P.S. The draft would let AI companies pay the evaluators who assess them, as long as compensation is not tied to the evaluation result. TechCrunch's question: how do you ensure payment does not influence the assessment? Anthropic did not answer that. It answered a different question — who gets to stop a model. The answer is a court. And the court's door opens at 50 bodies.


Frequently Asked Questions

Q: What does Anthropic's draft bill actually do?

A: It sets a narrow trigger — foreseeable imminent risk of 50+ deaths or $1 billion in damage from bioweapons, loss of control, or cyberattacks — after which an evaluator reports to Commerce within 72 hours and Commerce can seek a court injunction. It explicitly bars any other agency from pausing a model.

Q: Why do critics say it is weaker than existing bills?

A: The FRONTIER Act and California's SB 53 give broader authority to block risky deployments. Anthropic's draft borrows SB 53's catastrophic-risk definition but routes shutdown power to federal court and sets no licensing standard for evaluators, which critics say invites a race to the cheapest audit.

Q: Why is the timing significant?

A: In June 2026, Commerce ordered Anthropic to suspend its two most advanced models within 72 hours of release over export controls. Four months later, Anthropic drafted a bill that concentrates pause power in the judiciary and bars other agencies from acting.

Q: What is the 50-death threshold problem?

A: No disclosed AI incident from 2024 to 2026 — including agent escapes, false police tips, and models disabling monitoring — would meet it. The bill regulates catastrophic risk but leaves everyday harms like discrimination and deepfakes outside its scope.

Q: Who is opposing the draft?

A: AI safety advocates, not industry opponents. Encode's Nathan Calvin said the draft made him "viscerally angry," and California Senator Scott Wiener accused it of misusing his SB 53 definitions to hollow out emergency shutdown power.

Q: What does the draft say about evaluator payment?

A: It would let AI companies pay the evaluators assessing them, provided compensation is not tied to the result. Critics note there is no stated mechanism to ensure payment does not influence the assessment.

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