[robwwilliams]

In your blog you say:

> deep learning doesn't allow models to generalize properly to out-of-distribution data—and that is precisely what we need to build artificial general intelligence.

I think even (or especially) people like Altman accept this as a fact. I do. Hassabis has been saying this for years.

The foundational models are just a foundation. Now start building the AGI superstructure.

And this is also where most of the still human intellectual energy is now.

[dartos]

You lost me at the end there.

These statistical models don’t generalize well to out of distribution data. If you accept that as a fact, then you must accept that these statistical models are not the path to AGI.