AI帮忙写的文章空中楼阁，不是AI写得不好，是我没喂够context。作为Manager要审核输出，作为Enabler要提供长期积累。判断界限才是协作的开始。
Articles in the Computing category
My Last Article Was a Flop, But It Wasn't AI's Fault
An AI-assisted article failed not because AI wrote poorly, but because I didn't feed it enough context. As Manager, verify output; as Enabler, provide your accumulated materials. Defining boundaries is where collaboration begins.
一千次失败之后，它选中了你看到的那一个
探讨AI如何通过速度和并行而非智能来变革创意。当时间被压缩、空间被展开，创造从深思熟虑转向遍历筛选，从线性推进变为反馈驱动的进化系统，人类角色也从创作者转向边界设计者。
After a Thousand Failures, It Chose the One You See
Explores how AI transforms creativity through speed and parallelism rather than intelligence. When time compresses and space expands, creation shifts from deliberation to exhaustive search, from linear progression to feedback-driven evolutionary systems.
你不是在布置任务，而是在给 AI 搭一个能变聪明的世界
Prompt不是需求本身，而是用信息搭建的临时世界。新模型实现了context-driven emergence：AI在沉浸式语境中被迫变聪明，从你的草稿和删除痕迹中长出更懂你的能力。