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 · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in Nov 2025 with 1.
Appearances
Really mark the moment where AI frontier AI research moved beyond just like scaling up retraining and starting to add these symbolic systems on top, these uh chain of thought reasoning systems.
Um arc really m marked that moment.
And then uh last week uh the X AI team used Arc V two to show off uh a a a frontier result on on Arc V two.
They got 16% on the benchmark.
Still
early days.
Um, but I think one of the really big takeaways um from that from that was basically like how you know it's largely using a lot of the existing ideas in the world, but how quickly and effectively XAI was able to catch up to the frontier.
so, you know, my mental model now is, you know, going forward is, you know, uh wherever the front sort of innovation comes from, my expectation is XA is probably gonna go beat for beat on on catching up just given how fast they were able to get there this time around.
So so no, because of how we evaluate top scores on ARC.
So we publish along two dimensions: one, an accuracy score.
Um, but we also publish an efficiency measure.
And this is not arbitrary.
Like efficiency is a really, really fundamental aspect of what it means to be intelligent.
So when we, you know, we the million dollar prize, it's still hanging out there, by the way, for the original version of the contest.
And you know, if you look at um, you know, the human level efficiency scores just on V1, we're still only around, you know, 60 ish percentage points.
Whereas our
benchmark for humans is eighty five and and onwards.
So and you know, even though we've got B two and even B three now.
And you've
to
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