The failure already has a name: workslop, AI output polished enough to pass as finished4 but hollow enough that whoever receives it has to redo the work5. The pattern shows up at scale: a 2024 RAND analysis found that more than 80% of AI projects fail, roughly twice the rate of IT projects that do not involve AI, and traced the leading cause not to weak models but to organizations misframing the problem they set out to solve6.

从视频生成器升级为导演工具套件

Now that we’re making breakthroughs in artificial intelligence, there’s a deeply cemented belief that the human brain works as a deterministic, mathematical process that can be replicated exactly by a Turing machine.