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The next big breakthrough will be AIs learning on the job

June 26, 2026 · 20 min

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Thanks to Mercury for sponsoring this essay.

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Timestamps:

(00:00:00) – The big research bet the labs are making

(00:02:12) – Grindability is just as important as verifiability

(00:06:10) – Will RLVR alone generalize?

(00:08:41) – Getting the learning back to the weights

(00:15:22) – Dreaming

(00:17:23) – What 2027 looks like



This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.dwarkesh.com

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