AGI is the most important technology in the history of the world. That's why I'm going all in on a new adventure with
@fchollet. We’re creating a new intelligence science lab -- Ndea.
@ndeainc's ultimate goal is to compress science timelines. First by understanding intelligence, then measuring it, building it, and finally deploying it for scientific advancement.
Our first focus is on deep learning-guided program synthesis to create AGI that can invent, adapt, and innovate.
My view is that in 5-10 years we’ll regard deep learning and program synthesis as equally important to scaling up efficient, bottleneck-free AGI.
The “transformer” for program synthesis has not been created. The "Keras" for program synthesis does not exist.
If this is correct, 2025 looks like 2013. The world just got its first taste of program synthesis when o3 beat ARC-AGI-1, similar to deep learning's moment when AlexNet beat ImageNet.
I mean it when I say “adventure”. Humanity will use AGI to solve incredibly important problems.
But even more exciting is the chance to metaphorically time-travel into the future: learn, invent, and discover things that would not organically happen for decades or even centuries.
Ndea is my focus. So it's time for me to step away from day-to-day at Zapier. I remain a board member, evangelist, and most importantly great friends with
@bryanhelmig and
@wadefoster.
Zapier’s success is why I can make this bet. I’m extremely grateful to all our customers, employees, and supporters. Zapier has a big mission ahead — bringing AI automation to everyone.
I believe that anyone with new ideas and ability to accelerate AGI should be working on it. The world deserves it.
Chollet and I have tried to support this goal indirectly. We’ve both invested in AGI startups, created
@arcprize, written papers, and given talks to inspire open progress. We’ll continue to do all these things.
Now, we're going to work on it directly.
We’re assembling the world’s top program synthesis team.
@ndeainc is a globally remote company. Consider joining us!