Can AI Really Reason? The Hidden Truth Behind Apple's Blockbuster Paper

This is, by the way, the dirty secret of the machine learning movement: almost everything produced by ML could have been produced, more cheaply, using a very dumb heuristic you coded up by hand, because mostly the ML is trained by feeding it examples of what humans did while following a very dumb heuristic. There's no magic here. If you use ML to t... See more

The divide between AI and humans creates a striking paradox. As Tyler puts it: "On one hand the AIs are getting so much better, so learn how to use the AIs. On the other hand, the AIs are getting so much better, so invest in these other things that aren't AI—pure networks. You've gotta do both."

I’m starting with a simple-sounding question: What is AGI?

The leading labs have all informally named building AGI as their explicit goal, yet there’s surprisingly little consensus on what it means. News articles do this hand-wavey trick where they spell out “artificial general intelligence,” then wedge a definition like “AI better than humans at co... See more

3. Process vs. intuition

If you are searching for sequences instead of essences , you are doing that so that you can build up intuition in place of process .

In a pre-AI world, in order to build an application, you needed to reduce your idea to a process—a set of rules by which your software would operate to accomplish the goal you set. Sometimes this w

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