4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The speaker says models can learn an algorithm or function and generalize it to unseen inputs, rather than merely learning instance mappings.

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

In their words

The transcript segments this claim was taken from

“And even that's fascinating because, yeah, the models are not learning instance mappings anymore.”
“They actually you can give a model an algorithm,”
“a function.”
“And it will understand how to generalise that to unseen inputs.”
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