Do we like them?

Do we like Geoffrey Hinton?

Our score: 8 out of 10. Decent and on the right side, with real giving and a costly stand, but the record is thin on LGBTQ+ and social issues.

Geoffrey Hinton is the bloke whose decades-old work on neural networks sits underneath today's AI boom. He shared the 2024 Nobel Prize in Physics with John Hopfield, and he's a University of Toronto professor emeritus. He's also an atheist who has said he felt like a misfit at his English school because he wouldn't believe in God without evidence.

The big turning point came in 2023, when he left a senior research role at Google so he could speak openly about the risks of the technology he helped build. That cost him a cushy gig, and it's the thing that made him the world's most quoted AI worrier. Since then he's mostly been a one-man alarm bell.

The nearest thing to a stoush on his record is a public one. In March 2025 he said Elon Musk should be expelled from the Royal Society, citing the damage Musk was doing to US scientific institutions. Musk fired back that Hinton's comments were “carelessly ignorant, cruel and false”. Where you land depends on whether you see that as a scientist defending his field or a bit of a pile-on. Hinton had earlier cheered a student's role in the 2023 sacking of OpenAI's boss as a safety win, and backed Musk's lawsuit over OpenAI's for-profit shift.

On the harm check, we found nothing from Hinton targeting LGBTQ+ people, women, migrants or people of colour, and no conspiracy theories, anti-vax or climate-denial stuff. His public campaigning goes the other way: he wants industry regulated and says companies shouldn't police themselves. We can't tell you what he's said on trans rights or queer issues, because his public record is almost all about AI. That's a gap, not a tick.

The recent news is all regulation. In September, per NBC reporting relayed by The Next Web, he told senators Congress had “Maybe a year, but not much more than a year” to act on AI. In October he said Trump had reused the word superintelligence in a way that ignores its meaning, and asked whether tobacco companies should have designed their own warnings. Back in June he argued AI should be built to care about people, and that profit competition pushes the other way.

The good stuff is real. He gave about half his share of the Nobel money, roughly $350,000, to Water First, a charity working on drinking water with Indigenous communities in Canada. He said the Nobel recognition didn't stop Indigenous kids getting diarrhea, which is a pointed way to spend your moment in the spotlight.