3min chapter

The Gradient: Perspectives on AI cover image

François Chollet: Keras and Measures of Intelligence

The Gradient: Perspectives on AI

CHAPTER

Symbolic Programming

We don't exactly know how to do program synthesis over reasonably, or I guess just very complex search spaces. The reason why we can do almost everything is programming is because we have access to these increasingly high level abstraction libraries. To me, that's probably the number one problem. Uh, you should be solving in prime sentences is the prime of abstraction generation and, uh, and reduce. You want to do so across tasks in the lifetime of one agents, but you also want to do it across agents. And this is where you have this connection, um,  to cultural cognition, the fact that our conditions not just in our brain, it's also in our environment in, in

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