Let's hope they don't mess it up.
NVIDIA plans to acquire Hugging Face. It could strengthen open AI—if an open ecosystem does not become a controlled distribution channel.
NVIDIA has agreed to acquire Hugging Face for around $12.9 billion. The announcement promises that Hugging Face will remain an open platform: developers should still be able to choose their models, frameworks, clouds and compute providers.
I want to believe that.
Hugging Face is more than a company with a useful product. It has become part of the infrastructure of open AI: a place where millions of people find, share, evaluate and run models, datasets and applications. NVIDIA has the resources and the technical experience to make that infrastructure stronger. Better performance, more reliable hosting and greater investment in open models would be good outcomes for almost everyone building with AI.
So this is not an argument that the acquisition must fail. It is a request: please do not mess it up.
Acquisitions change incentives
The difficult part often begins after the reassuring announcement. A platform may keep its name, its URLs and even its open-source licences while its incentives gradually change. Preferred integrations become defaults. Independent options become less visible. Pricing, governance or access develops in the direction that best supports the new owner's wider business.
There are enough cautionary examples.
After Oracle acquired Sun Microsystems, parts of the OpenOffice community no longer trusted the project's direction. The community created The Document Foundation and forked OpenOffice into LibreOffice. The LibreOffice timeline records the split; Oracle later donated OpenOffice to the Apache Software Foundation. The code survived, but the centre of trust moved elsewhere.
Broadcom's acquisition of VMware produced a different kind of damage. Changes to licences, subscriptions and product bundles caused serious uncertainty for organisations whose infrastructure depended on VMware. The changes became significant enough for European antitrust regulators to question Broadcom, while customers began evaluating expensive exits from a platform that had previously felt dependable.
Sometimes the failure is simpler. Microsoft bought Nokia's devices and services business to strengthen its mobile strategy. A little over a year later, Microsoft announced a $7.6 billion impairment and up to 7,800 job cuts. Strategic fit on a presentation slide does not guarantee that two organisations will produce a healthy product together.
Openness needs more than a promise
For Hugging Face, the important signals will not appear on acquisition day. They will appear over the following years.
Can models and datasets still move easily to other platforms? Do AMD, Intel, Apple and independent inference providers remain first-class participants? Are search, recommendations and documentation neutral, or do they increasingly lead towards NVIDIA's own stack? Can the community influence important decisions? And can another organisation reproduce the essential infrastructure if priorities change?
Open licences remain important, but independence also needs portability, open formats, transparent governance and credible exits. An ecosystem is not truly resilient when its freedom depends entirely on the continued goodwill of one owner.
NVIDIA may handle this well. Its compute, engineering and investment could give Hugging Face more room to grow without taking away what made the platform valuable. I genuinely hope that is what happens.
The best outcome would not be NVIDIA turning Hugging Face into an NVIDIA product. It would be NVIDIA helping Hugging Face remain a home for everyone—including the parts of the AI ecosystem that compete with NVIDIA.