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Comment by Phemist

13 hours ago

What is the intuition. Higher quality turns due to more reasoning results in significantly fewer turns taken?

Yep. In particular, ARC-AGI-3 is a series of games where if you fail, you keep trying again (until eventually hitting a timeout). So the sooner you succeed, the sooner you stop spending tokens retrying. If it was a benchmark where everyone got one attempt with no retries, you wouldn't see it bend backward.