AI Policy Could Price Startups Out of AI

In Startup Founders Urge Trump Not to Shut Off Chinese Open-Weight AI, Brendan Bordelon reports that nearly 200 startups and technology organizations are asking the Trump administration not to broadly restrict access to Chinese open-weight models.

“Hundreds of startups would instantly die.”

For large companies, the cost of using OpenAI, Anthropic, or another premium cloud provider may be manageable. For a bootstrapped company processing millions of tokens, it can become the largest operating expense.

One startup founder told NPR that Anthropic had become his company’s number-one expense. Other companies report cutting model costs substantially by moving workloads to Chinese models such as Qwen, GLM, DeepSeek, and Kimi. Shopify said an open-weight option it tested was 68 percent cheaper than a closed alternative. (The Washington Post)

Open weights also give developers something cloud APIs do not: the ability to run a model on their own infrastructure, inspect how it behaves, fine-tune it, and avoid having a provider unexpectedly change its price, policy, or availability.

There are legitimate questions about security, licensing, training data, and dependence on technology developed in China. Those risks deserve targeted rules and careful evaluation. They do not automatically justify removing an entire class of affordable tools from American developers.

The companies most likely to benefit from broad restrictions are the large American model providers. OpenAI and Anthropic have both warned policymakers about Chinese open models, while smaller companies argue that restricting their competitors would entrench the providers already charging prices they cannot afford. (Axios)

That would be a strange way to protect American innovation: make the basic infrastructure more expensive, reduce competition, and leave independent builders renting intelligence from a handful of enormous companies.

The United States should be producing competitive open models of its own, not protecting its AI industry by ensuring startups have fewer choices.

Read Brendan Bordelon’s Startup Founders Urge Trump Not to Shut Off Chinese Open-Weight AI.