UpTrajectory Review

OpenAI and Anthropic both told California that frontier AI systems need stronger oversight, but they split on who should hold the kill switch. Anthropic, in an October 15 submission to Governor Gavin Newsom, wants the state attorney general empowered to seek a court order suspending a model's deployment, internal use, or further development when an independent evaluation finds a near-term risk of catastrophic harm. OpenAI, in an October 20 letter, instead urged an amendment to Senate Bill 53 that would oblige developers themselves to maintain effective shutdown controls and carry an enforceable duty to use them when unsafe conditions arise and no lesser step would suffice. The submissions respond to Newsom's September 18 executive order, N-9-26, which directs California's Government Operations Agency, with the Office of Emergency Services and national experts, to recommend amendments to existing AI safety laws by November 16. The order asks officials to weigh independent verification inside AI labs, outside checks of safety assessments, and incident reporting for models that act beyond their intended permissions.

For a small-business operator, this fight is not abstract. California's rules will shape which AI tools reach the market, how fast a vendor can pull a misbehaving model, and what liability lands on the businesses that deployed it. If Anthropic's route wins, a court could freeze a model your company relies on for customer service, coding, or drafting, with little warning. If OpenAI's route wins, the vendor decides when to hit the brakes, and you inherit the risk of a slower or self-serving judgment. Either way, the era of trusting a model's output without asking about its shutdown plan is ending. Operators should start reading vendor contracts for clauses on incident response, suspension rights, and data portability now, before a regulator or a court makes those decisions for them.

The genuine news here is the public split between the two leading frontier labs, which agree on independent safety assessments and broader incident reporting but diverge on enforcement. Anthropic's model puts a government actor between the lab and the switch; OpenAI's model keeps the switch inside the lab but makes its use a legal duty. Sanchit Vir Gogia of Greyhound Research told CSO Online the two approaches address complementary needs: the operator must contain unsafe activity promptly, and independent review must examine both intervention and inaction. We find that framing persuasive. A purely internal duty invites the fox to guard the henhouse, yet a court order moves slower than a runaway model. The strongest regime likely pairs both: mandatory internal controls with a credible external backstop.

Second-order effects cut unevenly. Large labs with dedicated safety teams can absorb OpenAI's duty-to-shutdown requirement more easily than lean startups, which may find the compliance cost pushes them toward open-source models or out of California's reach. Anthropic's court-order path, meanwhile, hands the attorney general enormous leverage over any frontier developer operating in the state, and courts will face technical questions they are poorly equipped to answer. Downstream, businesses that built workflows on a suspended model could face abrupt outages, and insurers will price AI risk more sharply once shutdown duties are enforceable. The cost of a false alarm, a suspended model that posed no real threat, falls hardest on the smallest operators with the least redundancy.

Watch the November 16 recommendations from the Government Operations Agency, which will signal whether Sacramento leans toward Anthropic's judicial brake, OpenAI's internal duty, or a hybrid. The fate of SB 53 matters too, since OpenAI's letter explicitly targets that bill. Operators should audit their AI dependencies this quarter: identify which tasks run on frontier models, ask vendors how they would execute a shutdown, and draft fallback procedures that assume any given model could vanish overnight. The labs are negotiating with the state over who controls the off switch. Your business should not wait to learn who won.

“The operator must contain the unsafe activity promptly. Independent review must examine both intervention and inaction.” — CSO Online

Takeaway: Audit your AI vendors' shutdown and incident-response plans now, because California's coming rules could let a court or a lab pull a model your business depends on overnight.