Savlar4 sources healthy · latest episode 20 Oct 2026
opinion claim

The speaker believes that generalization outside the training distribution remains a major problem for current AI systems.

Tim Scarfe · Three Red Lines We're About to Cross Toward AGI (Daniel Kokotajlo, Gary Marcus, Dan Hendrycks) · 24 Jun 2025

In their words

The transcript segments this claim was taken from

“need. And those include generalizing outside the distribution,”
“which I think still remains a huge problem. I think the apple paper was a good um, there are actually two apple papers I discovered today. Um but the apple paper with the tower of Hanoi stuff I think is an example of problems with distribution shift. I think we've seen many of them over the years. We see that these systems have trouble multipl doing multiplication with large numbers unless they ca”
Play from 59:11Report a misattribution
90%how strongly it was put, not whether it is true
90%importance to the conversation
96%confidence the claim was read correctly