Andrej Karpathy指出,要最大化利用现有AI工具,关键在于将自身从交互循环中移除,避免成为持续提示的瓶颈。他主张构建完全自主的系统,通过最大化token吞吐量来实现高效率运作。核心目标是提升个人杠杆率:仅需偶尔投入极少量的token,就能驱动系统自动完成大量工作,从而使人从重复性操作中解放出来,专注于更高层次的决策与设计。
Andrej Karpathy: "To get the most out of the tools that have become available now, you have to remove yourself as the bottleneck.
You cannot be there to prompt the next thing. You need to take yourself outside the loop. You have to arrange things such that they are completely autonomous.
The more you can maximize your token throughput and not be in the loop, the better. This is the goal. So, I kind of mentioned that the name of the game now is to increase your leverage. I put in very few tokens just once in a while, and a huge amount of stuff happens on my behalf."
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From @NoPriorsPod YT channel (link in comment)