4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The readout provides a relatively crude approximation of how a model would change after training on a given data point.

Tom McGrath · Designing How AI Grows — Tom McGrath · 2 Sep 2026

In their words

The transcript segments this claim was taken from

“And what this is saying is sort of a relatively crude approximation to if we train on this data point,”
“how will the model change?”
19:42Report a misattribution
0.90how strongly it was put, not whether it is true
0.70importance to the conversation
0.97confidence the claim was read correctly
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