Savlar4 sources healthy · latest episode 20 Oct 2026
causal claim

The speaker thinks models used in RLMs remain only moderately capable, mainly because training has focused on harnesses that keep the rollout trajectory in the model's context as a prompt.

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

In their words

The transcript segments this claim was taken from

“they're not that good still they're okay and i think it's mainly because the types like the class of harness that we are training around is this class of harness this like pie loop this like i like to call it trajectory as a prompt which just means like you keep the whole trajectory of the rollout as the context that that your main model is is using even if you use sub-agents it's still like kind of this form”
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