Editorial illustration for Anthropic pitches AI safety bill to block models if 50+ could be killed
Anthropic's AI Safety Bill: Block Models That Kill 50+
Anthropic pitches AI safety bill to block models if 50+ could be killed
Anthropic has drafted its own AI safety bill and is shopping it around Congress, according to Politico. The legislation would let regulators block the release of a model under a narrow set of conditions: a "foreseeable, imminent risk" that more than 50 people could die, or that the damage could exceed a billion dollars in property losses. The risk has to trace back to one of three sources, a biological weapon, a model slipping its developer's controls, or a cyberattack.
Those numbers aren't new. California's Senate Bill 53, signed into law recently, uses the same 50-deaths and billion-dollar thresholds to define what it calls "catastrophic risk." Anthropic's proposal leans on that precedent while adding a new wrinkle: independent evaluators, registered with the Commerce Department, who would assess whether a model clears the bar. The bill would allow AI labs to pay those evaluators directly, with one condition attached, that compensation can't be tied to the outcome of the evaluation.
The move puts Anthropic in the position of writing its own rulebook before Washington does, at a moment when federal AI legislation remains stalled and state-level efforts like California's are filling the gap.
In Anthropic’s draft bill, when evaluators determine that an imminent catastrophic risk is posed, they would have 72 hours to contact the Commerce Department about it. The Commerce Department would then have to request to a D.C. judge to halt the model’s release.
Why this matters
Anthropic writing its own rulebook before Congress does is worth watching closely. The 50-deaths, $1 billion thresholds echo California's SB 1047 fight, which suggests industry players have settled on numbers they can live with rather than numbers safety researchers independently derived. That's a meaningful distinction for anyone building near biosecurity, cybersecurity, or autonomous-control use cases: thresholds this specific will shape what counts as "acceptable risk" long before any catastrophe actually happens, and whoever sets them first tends to anchor the whole debate.
For founders, it's a signal that compliance frameworks modeled on Anthropic's draft could become the default template, whether or not lawmakers improve on it. For researchers, the narrower framing, limited to bio-weapons, model evasion, and cyberattacks, leaves out plenty of other failure modes that don't fit neatly into those three buckets. We'd rather see lawmakers pressure-test these numbers against independent risk modeling than let the lab facing the most liability write the liability rules.
Watch whether Congress treats this as a draft or a finished product.
Common Questions Answered
What are the specific thresholds Anthropic's AI safety bill uses to block model releases?
Anthropic's draft bill allows regulators to block a model's release if there is a foreseeable, imminent risk that more than 50 people could die or that property damage could exceed one billion dollars. The risk must trace back to one of three specific sources: a biological weapon, a model slipping its developer's controls, or a cyberattack.
What is the timeline for the Commerce Department to respond to imminent catastrophic risk determinations?
When evaluators determine that an imminent catastrophic risk is posed, they would have 72 hours to contact the Commerce Department about it. The Commerce Department would then have to request to a D.C. judge to halt the model's release within that timeframe.
How do Anthropic's proposed thresholds relate to California's SB 1047?
The 50-deaths and $1 billion thresholds in Anthropic's bill echo the numbers from California's SB 1047 fight, suggesting that industry players have settled on these specific numbers rather than thresholds independently derived by safety researchers. This distinction is meaningful because these specific thresholds will shape what counts as acceptable risk for biosecurity, cybersecurity, and autonomous-control use cases.
Why is Anthropic drafting its own AI safety bill before Congress passes legislation?
By writing its own rulebook before Congress does, Anthropic is proactively shaping the regulatory framework that will govern AI model releases. This approach allows the company to influence what thresholds and conditions will be used to determine acceptable risk levels in the industry.
Further Reading
- Anthropic pitches AI safety bill that may block a model if 50+ people could be killed - TechCrunch
- Anthropic quietly pitches its own AI safety bill to lawmakers, Politico reports - Reuters
- Anthropic’s Proposed Regulations for AI Include a Death Threshold of at Least 50 People Before Halting Models - Truthout
- Anthropic wants AI models blocked only if they threaten over $1 billion in damage or more than 50 deaths or serious injuries - TechSpot