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The next big breakthrough will be AIs learning on the job

Dwarkesh Podcast

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2027 Vision Of On The Job Learning

  • A 2027 scenario: RLVR yields competent agents that gather real-world experience and then distill weekly learnings back into base models.
  • Combined with longer effective context windows, continual learning from deployment becomes the primary driver of improvement.
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