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Anthropic commits to one of the three steps in Amodei's pacing plan

At Dreamforce, Dario Amodei set out a three-step plan for slowing the AI frontier and said his company has done the first step. Jensen Huang told the same stage that market forces already handle it and no new laws are needed.

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What happened

  • Nvidia chief executive Jensen Huang told the main stage of Salesforce's Dreamforce conference in San Francisco on Tuesday that the industry needs no new laws and no new regulations.
  • Anthropic chief executive Dario Amodei, interviewed earlier in the same keynote, laid out the three steps from his weekend essay: transparency and safety investment, then industry-wide standards, then an international component.
  • Hours later, on CNBC's Mad Money, Huang called antitrust exemptions for safety coordination "completely unnecessary" and told Jim Cramer, "We have plenty of laws."
  • Off the main stage, Marc Benioff told reporters the labs should slow down or speed up as they see fit and then be held accountable, according to CNBC.

Why it matters

  • What it limits constraint Procurement cannot cite an industry-wide safety standard in an RFP, because that standard is step two of a plan whose author says the conversation about it has not happened yet.
  • What doesn't add up contradiction One supplier says pacing coordination needs government cover to be legal and the other says no exemption is needed at all, so "we follow industry practice" cannot be read as meaning the same thing from each.
  • Who's exposed exposure If release timing stays a matter of internal confidence and market feedback, the customer's own evaluation is the first outside check the model meets.
  • Who has to decide decision A team assembling a model roster now has to write per-vendor diligence questions and decide what counts as an acceptable answer, since the suppliers are not converging on a common one.

Next story · Invest · yesterday

Nvidia's Huang urges US and UK talks with Chinese AI labs on safety

Confirmed2 publishers

A vendor review form usually asks which safety standards a supplier follows and who verifies them. Anyone filling that in for a model supplier this week can watch the whole argument, since Salesforce published the full keynote on YouTube [17]. Marc Benioff told the audience there were 10,000 people in the room and 10 million watching online [7].

Sort Amodei's plan by who has to sign it. Recommitting to transparency and investing more in safety is something one company does alone. Agreeing standards for everyone, and adding an international component, needs other companies and governments to come along [9]. Two of the three steps therefore depend on agreement that has not been reached [18]. The framing Amodei gave for the first step was about self-examination: "let's look at our own record. We may not have had this big high-profile incident, but I'm sure we're not perfect," he said [8].

Huang put the check inside the company that ships. "If you build a product or a service and you're not confident in its functionality, capability, or safety, then don't release it," he said [3]. He described the discipline as market-supplied: "You pace yourself until you are confident you're releasing something that the market would appreciate. The market forces are already there" [4]. He also said that "safety is paramount. In a lot of ways, it's job one. However, safety is an engineering problem" [2].

The sharpest disagreement is about whether law is in the way. In his essay, Amodei wrote that some forms of coordination on pacing are legally difficult and would need government support, and CNBC noted that US antitrust law generally bars rivals from agreeing to limit competition [14]. Anthropic did not respond to CNBC's request for comment [15].

Even if the technology were frozen in place, Amodei said, people would be using only about 5% or 10% of its possible value [11]. By those figures, 90 to 95 percent of the value in today's models is still unclaimed [19]. He added: "Pacing the Frontier is not doing that at all" [12].

For a review board on Monday, two things separate the three commitments: whether the promise depends on the vendor alone or on other companies agreeing to it, and whether it is written down somewhere a customer can attach to a contract or is only a statement of intent. Anthropic's transparency step is unilateral and, on Amodei's account, already made. The standards step is multilateral and unmade. Huang's release test is unilateral and internal, resting on the confidence of the team that ships. Only the first of those three gives procurement a sentence to quote back.

The split on that stage was about regulation, and neither executive was asked what a customer could hold him to. On the evidence from the keynote, the only commitment already made by one party without waiting for another is Anthropic's transparency step [10].

What to watch

  • Whether Anthropic's promised dialogue with the rest of the industry produces a named counterparty or a published standard.
  • Whether any lab formally asks Congress for the antitrust cover Amodei's essay says pacing coordination would need.
  • Whether Nvidia or Anthropic publishes release-confidence criteria a customer can cite in a contract.

Clarity's read

What the record supports and how the coverage leans. The claims behind it follow.

Reality

Evidence78
Adoption24
Hype gap+35
Incentives86
Confidence72
Why these scores

Claim ledger

Ranked by verification strength, evidence, and original report placement.

  1. [1]

    Nvidia chief executive Jensen Huang said on Tuesday, on the main stage of Salesforce's Dreamforce conference in San Francisco: "We don't need any new laws. We don't need new regulations."

    Reported Supported Source: thenextweb.comView cited source
  2. [2]

    Huang said: "Well, safety is paramount. In a lot of ways, it's job one. However, safety is an engineering problem. We're developing software after all. We're developing computing systems after all."

    Reported SupportedView cited source
  3. [3]

    Huang said: "If you build a product or a service and you're not confident in its functionality, capability, or safety, then don't release it."

    Reported SupportedView cited source
  4. [4]

    Huang said: "You pace yourself until you are confident you're releasing something that the market would appreciate. The market forces are already there."

    Reported SupportedView cited source
  5. [5]

    Huang said: "So run as fast as you can, but if you feel at any given point in time the company's out of control or the product's not going to be safe, you know, take a pause and make sure you get it right."

    Reported SupportedView cited source
  6. [6]

    Earlier in the same Dreamforce keynote, Anthropic chief executive Dario Amodei made his case for the industry to slow down, which he had set out in an essay over the weekend; Salesforce chief executive Marc Benioff interviewed both men.

    Reported SupportedView cited source
  7. [7]

    Benioff told the audience there were 10,000 people in the room and 10 million watching online.

    Reported SupportedView cited source
  8. [8]

    Amodei said: "Obviously it's very tempting to attack your competitor and say these guys are unsafe, we're safe. But I think the more responsible way to respond to it is to say, hey, first of all, let's look at our own record. We may not have had this big high-profile incident, but I'm sure we're not perfect."

    Reported SupportedView cited source
  9. [9]

    Amodei described a three-step plan from his essay: recommit to transparency and invest more in safety; then the industry should agree standards for everyone; then there should be an international component.

    Reported SupportedView cited source
  10. [10]

    Anthropic has committed to the first step, Amodei said; on the others, it is "going to have a dialogue with the rest of the industry".

    Reported SupportedView cited source
  11. [11]

    Amodei said that even if the technology were frozen in place, people would be using only about 5% or 10% of its possible value.

    Reported SupportedView cited source
  12. [12]

    Amodei said his plan does not freeze anything, adding: "Pacing the Frontier is not doing that at all."

    Reported SupportedView cited source
  13. [13]

    Later on Tuesday, in an interview with Jim Cramer on CNBC's Mad Money, Huang rejected the idea that AI labs need new laws including antitrust exemptions to coordinate safety work, calling that "completely unnecessary", and said "We have plenty of laws."

    Reported SupportedView cited source
  14. [14]

    In his essay, Amodei wrote that some forms of coordination on pacing are legally difficult and would need government support; CNBC noted that US antitrust law generally bars rivals from agreeing to limit competition.

    Reported SupportedView cited source
  15. [15]

    Anthropic did not respond to CNBC's request for comment.

    Reported SupportedView cited source
  16. [16]

    Off the main stage, Benioff told reporters that the labs should slow down or speed up as they see fit, and then be held accountable, CNBC reported.

    Reported SupportedView cited source
  17. [17]

    Salesforce has published the full Dreamforce keynote on YouTube.

    Reported SupportedView cited source
  18. [18]

    Of the three steps in Amodei's plan, one has been committed to by Anthropic and two require agreement from other parties.

    Derived Supported
  19. [19]

    By Amodei's own estimate, 90 to 95 percent of the possible value of current AI technology is still unused.

    Derived Supported

Sources

2 independent publishers whose own reporting we read for this story.

  1. techcrunch.com

    2 articles · September 15, 2026

    We don’t need AI regulation — leave safety to us, Nvidia’s Jensen Huang says
  2. thenextweb.com

    1 article · September 15, 2026

    “We don’t need any new laws”: Jensen Huang splits with Amodei at Dreamforce

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