High Signal Podcasts Evidence ledger
Method
Browse
← Back to evidence

Evidence receipt / belief

Published · transcript-backed

Gary Marcus: belief

24 Jun 2025 Machine Learning Street Talk Three Red Lines We're About to Cross Toward AGI (Daniel Kokotajlo, Gary Marcus, Dan Hendrycks)

“I I think distribute I'll put it this way. There'll be many, many examples I can come up with distribution shift.”

— Gary Marcus

Source trail

Everything needed to verify it.

Speaker
Gary Marcus
Attribution
Verified speaker
Claim type
belief
Recorded
24 Jun 2025
Publisher
Machine Learning Street Talk

Transcript context

…So can you give me more things of can you give me more examples of things that a year from now I won't be able to get, an off the shelf model to do without giving it tools? I I think distribute I'll put it this way. There'll be many, many examples I can come up with distribution shift. All of what I was just doing will still find failures on, next year. I mean You'll be able to come up with new examples, but you don't have you can't come up with any example now that will still be true a year from now.…

Stored transcript either side of the excerpt. The highlighted words are the published quote; the surrounding text is unedited source, never generated.

Search evidence