Anthropic’s Fable 5 returned to service after a 19-day federal freeze, but the clearance process set a worrying precedent. Commerce Secretary Howard Lutnick, a Trump-appointee, now operates a de facto licensing regime without transparency or due process.
Nathaniel Whittemore notes the friction began when a reported jailbreak suggested the model had 'Mythos level' cybersecurity capabilities. Anthropic countered by demonstrating that less powerful models, including Claude Opus and GPT-5.5, could identify the same vulnerabilities. To satisfy regulators, Anthropic amped up its guardrails with a new classifier designed to block specific misuse patterns with a 99% success rate. Policy analyst Dean Ball notes the two-week review is reasonable, but the process remains dangerously opaque. No one knows what Anthropic promised the government.
On Hard Fork, Kevin Roose and Casey Newton argue this isn't based on technical standards. They point out Lutnick, who once decried the Biden administration’s AI Executive Order as a 'socialist' power grab, is now running the most restrictive regulatory environment in tech history. The shift to a 'default no' environment means labs must assume their next breakthrough will be mothballed until further notice.
"The Trump administration has created a de facto licensing regime for AI with opaque rules."
- Kevin Roose, Hard Fork
The ham-fisted approach is backfiring. While the US suppresses its own frontier labs, Chinese firms like Alibaba are 'distilling' American models to bridge the capability gap. Newton views Chinese AI models like GLM 5.2 as derivative distillations, placing them in the 'everything else' tier. But if US businesses can’t rely on domestic models, they may turn to open-source alternatives the government cannot claw back.
This arbitrary framework is creating winners and losers based on political influence rather than technical merit. Even Silicon Valley donors aren't getting a free pass: OpenAI’s Greg Brockman donated $25 million to Trump-aligned interests, yet his company's latest model remains sidelined. The licensing era is now here, and its rules are written in whispers.

