Mike Knoop

speaker
927 appearances 4 recordings 1 series first heard Mar 2025 last heard 18 Nov

Mike Knoop’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in Nov 2025 with 1.

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Like uh hard hard to argue any expert's gonna say, Yeah, we don't have AGI.
Yeah, because you can
Yeah, because you
The um
Yeah, there's some pretty interesting stuff coming out from Archprise 2025.
That we we're in we're in the throes of like reviewing all the papers, judging all the scores.
The official results for Arch Prize 2025 come out uh on December 5th, I believe.
So I have to can't can't share everything yet.
She don't want to spoil the the final announcement.
I think one of the big things that we saw from Arch Prize 2024 was this concept of like test time adaptation.
Um, this was the idea that like, look, a pre trained model applied through a single forward pass at inference time will never solve arc.
You need some ability to take information from your test and incorporate it back into
into the the system.
And that's where your adaptation capability comes from.
And that was done through like test time fine tuning during the contest.
AR reasoning systems are a version of this where you're incorporating to sort of private data set.
Yeah, yeah.
Literally like you pre take a pre train model and then like take the secret the private puzzle, augment it in a bunch of different ways to generate permutations of it and then do a like a Laura or some sort of test sign fine tune on your pre train and that that actually works.
The the sort of
Uh the the the the the common ground between this and air reasoning systems is the both of them take information from the private test and are able to operate over it with it at test time, right?
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