Savlar4 sources healthy · latest episode 15 Oct 2026
descriptive claim

At level one, improvement is measured using downstream tasks, not by directly measuring whether the inner loop improves the outer loop's self-improvement capability.

Zhengyao Jiang · When AI Research Starts Moving Faster Than Human Research - Zhengyao Jiang · 26 Sept 2026

In their words

The transcript segments this claim was taken from

“like a way to measure it like we measure it on a collection of downstream tasks but we didn't measure how good it is improving its capability of improving itself does the inner loop found by the outer loop actually can become a better outer loop and that's the what we call the level two”
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