Static agents age quickly. As deployment environments change and new tools arrive, the agents that survive will be the ones that can safely rewrite themselves.
该声明强调了静态智能体在快速变化的部署环境中的局限性,提出了智能体自我进化的必要性。
Static agents age quickly. As deployment environments change and new tools arrive, the agents that survive will be the ones that can safely rewrite themselves.
该声明强调了静态智能体在快速变化的部署环境中的局限性,提出了智能体自我进化的必要性。
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」。
Right? You said... No, no, bullshit. Let's write it all down and we can go check it. Let's not argue about what was said. We've got this thing called writing. And once we do that, that means we can make an argument out of a much larger body of evidence than you can ever do in an oral society. It starts killing off stories, because stories don't refer back that much. And so anyway, a key book for people who are wary of McLuhan, to understand this, or one of the key books is by Elizabeth Eisenstein. It's a mighty tome. It's a two volume tome, called the "Printing Press as an Agent of Change." And this is kind of the way to think about it as a kind of catalyst. Because it happened. The printing press did not make the Renaissance happen. The Renaissance was already starting to happen, but it was a huge accelerant for what had already started happening and what Kenneth Clark called Big Thaw.
!- for : difference between oral and written tradition - writing is an external memory, much larger than the small one humans are endowed with. Hence, it allowed for orders of magnitude more reasoning.
To be clear, I am not advocating overthrowing the state or any of the other fear-mongering mischaracterizations of anarchism. I am advocating ceasing to spend all of our resources focusing on the state as the agent of the change we seek. We no longer have the time to waste.
That changed with the end of WWII. Waves of discharged soldiers subsidized by the GI Bill, joined by the children of the expanding middle class, wanted or needed a college degree.