2 Matching Annotations
  1. Apr 2026
    1. Overnight, agents can do maybe 200 human hours of work, but only for very agent-shaped tasks, so researchers need to deliberately sequence projects such that very long tasks suitable for agents happen overnight.

      「喂饱 Agent 过夜」这个概念令人震惊:未来的研究者需要像农民「播种」一样,在下班前精心设计好「足够 Agent 形态的」长任务,让 AI 在人类睡眠的 8 小时里完成相当于 200 人时的工作,然后早上来「收割结果」。这意味着人类工作的节奏将被彻底重组——不再是「我来执行任务」,而是「我来为任务执行做准备」。

  2. Aug 2023
    1. the series really is a is a proposal for an rd r d program aimed at as new de novo development of new societal systems 00:45:54 and it's also a way to context and a way to think about what transformation might mean so uh it is it is a long-term project you know like a 50-year 00:46:07 project this isn't we're not it would be dangerous to change society radically overnight
      • for: science-based societal transformation, whole system change, overnight change, 50 year project, radical change
      • paraphrase
        • this is not an overnight project
        • radical change would be dangerous
      • comment
        • the word "radical" is subjective here
        • how does John view the latest earth system science about the need to reach zero emissions in less than a decade and likely 6 years in order to stay within 1.5 Deg C carbon budget?
          • is that considered radical change or not?