Savlar4 sources healthy · latest episode 15 Oct 2026
normative claim

The speaker argues that dedicated teams should experimentally scale new harness designs, including through post-training, because doing so could yield meaningful knowledge or capability gains.

Alex Zhang · Academia is for Ambition — Alex Zhang, MIT · 2 Oct 2026

In their words

The transcript segments this claim was taken from

“And I think we're going to, if we want to explore new harnesses, there needs to be teams that are dedicated to.”
“actually running meaningful experiments over like scaling out new harnesses like maybe post-train scaling out on different harness designs like i think we can actually get very meaningful knowledge or gains from doing this kind of thing whether it's an rlm or whether it's something different and that's exciting because i think for example if you train a lot on fable for a long time was the best model for rlm because they had dynamic workflows and it was”
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