causal claim
Most improvements in pre-training data come, in the speaker’s view, from research into which datasets are useful and labor-intensive work to filter them.
Ryan Greenblatt · Ryan Greenblatt – What happens once AI can automate AI research? · 11 Aug 2026
In their words
The transcript segments this claim was taken from
“think the vast majority of pre-training data improvements are from science on better understanding what datasets are good and schleppy labor on figuring out how to filter down.”Play from 32:20Report a misattribution
85%how strongly it was put, not whether it is true
80%importance to the conversation
96%confidence the claim was read correctly