The Head of Nvidia Declares That AGI Has Arrived. Researchers Ask What He Means.

Jensen Huang said artificial general intelligence is here, citing OpenAI's new model — which was trained on about 100,000 of his company's chips. Critics noted he offered no definition of the term and no evidence, and that he sells the hardware.

Jensen Huang, the chief executive of Nvidia, wrote this weekend that "AGI has arrived." He was responding to the release of OpenAI's GPT-6 Astra, and the specific thing he cited was that the model had been trained on more than 100,000 of Nvidia's newest chips.

AGI — artificial general intelligence — is the field's term for a system that matches or exceeds human ability across essentially all mental work, rather than being very good at particular tasks. It has been the stated goal of OpenAI, DeepMind, and Anthropic since their founding. It is also a term with no agreed definition and no agreed test, which is precisely the difficulty with announcing its arrival.

The pushback was immediate and came from people with very different views of AI. Gary Marcus, a long-standing critic, wrote that it was "sad to see Jensen claim that AGI has arrived, with no evidence and no definitions," noting the new model still falls short on any conventional definition. Others pointed out the obvious conflict: the man declaring the arrival of general intelligence sells the hardware it runs on, and had just been given a headline number of chips to celebrate.

The most telling response came from the markets, which did essentially nothing. Nvidia's stock did not move meaningfully on the claim. Whatever investors believe about AI, they did not treat the arrival of machine intelligence matching humanity as news.

There is a real question buried under the salesmanship, and it is one this site will keep returning to. The systems released this year genuinely do things that would have seemed impossible in 2022 — they find security flaws nobody knew about, they solve problems from mathematics competitions, they work for days on a goal. They also still fail at things a child manages easily. Whether that adds up to "general intelligence" may be less a discovery than a decision about where to put a word. Announcing it from a chip company's account is not how that gets settled.