4 sources healthy · latest episode 9 Nov 2026
opinion claim

The speaker favors positive preventative steering and inoculation prompting over simply ablating a representation because these methods aim to remove the learning pressure toward an unwanted direction.

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

In their words

The transcript segments this claim was taken from

“and so if you ablate them you know if you like incompletely ablate them the other layers will just pick up the credit and the model like gradient descent will like root around the problem which is why i think things like positive preventative steering are much more much more or inoculation prompting are kind of more more in line with the way to go because they're what they're doing is they're sort of”
“They're trying to remove the pressure to even go in that direction at all.”
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