So I would not "declare AGI" until we have AI that is, at last, capable of invention -- conceptual breakthroughs, novel insights, new real-world technology, etc.
The big news were that at the Linux kernel maintainer summit, we agreed that Rust is no longer experimental in the kernel. That was really big for us compared to the previous year.
I mean, I I I I do believe that that hybrid um human plus AIs will will dominate mathematics for a lot longer. It it's It will depend It will require some additional breakthroughs uh beyond what we already have.
I kind of went from 80/20 of like, you know, uh to like 20/80 of writing code by myself versus just delegating to agents. And I don't even think it's 20/80 by now. I think it's a lot more than that. I don't think I've typed like a line of code probably since December basically.
One thing that changed was that Eukodal was not available anymore, so the drug that Hitler actually had become physically addicted to was suddenly not available anymore. This had to do with the bombardment of the Merck company, the factory in December 1944. British bombers destroyed the production facilities.
many of the breakthroughs that we've had that have enabled us to to deliver such quality and cost savings and more have come through novel agent architectures and and really going down a click or two in in the stack to innovate at at lower levels of the technology stack.
And remember that DeepSeek happened in times of crisis, urgency, not in times of comfort. A lot of these technological breakthroughs and leapfrogging happens in times of crisis. This is called crisis innovation. And you got to thank the US for that. When the Chinese were comfortably importing chips from the US, the whole industry stalled for 20 years.
The US will lead for some time on breakthroughs on disruptive technologies, the zero to one technologies that ultimately change the world. But innovation is a process. It goes from invention to production and commercialization and diffusion, diffusing technology throughout all parts of the economy. And on those two stages, I think that China has a unique advantage, even if it still can’t do the zero to one breakthroughs, because in the end, how much this technology is adopted by the countries and by the various parts of the economy is fundamentally crucial to how much productivity will be unleashed.
Do you want technological supremacy and radical breakthroughs? Well, yes. If you do, then you have to tolerate that there are going to be some people who are just going to be uncomfortably rich, like in the United States. You can’t say that you detest the financial system for its greed, but then not accept the fact that it is what fuels innovation, right?
This is the global race of our lives. Now, some countries are going to make AI breakthroughs and export them… Others will end up buying those breakthroughs and importing them. The question is – which of those will Britain be? AI maker or AI taker?
I think if we can achieve that amount of inference compute, where it leads to a dramatically better answer as you apply more inference compute, I think that will be the beginning of real reasoning breakthroughs.
We think no fundamental research breakthroughs are required for labs to implement safety measures that meet our standard for AI control for early transformatively useful AIs; we think that meeting our standard would substantially reduce the risks posed by intentional subversion.
And the combination of all this factors led to the processes in which Ukraine’s decision to go independent spelled the end to the Soviet Union. And if today anybody wants to restore, not the Soviet Union, but some form of Russian control over the post-Soviet space, Ukraine is as important today as it was back in December of 1991.
Large language models are more or less generalizations of stuff that we have. There’s still breakthroughs in AI waiting to happen, and maybe they are happening and maybe they’ll be good, maybe not, but that’s not quite the same.
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