Context window limits. I like to approach problems holistically so I frequently ask Planners to explore multiple angles, consider edge cases, double check plans against the code, and explain things to me until I understand them. So I burn through context windows fast. I noticed that compaction can drop good context or even the decisions made during planning, so now I checkpoint FD progress often. This adds time to the planning cycle but results in tighter plans.
Nature, Published online: 04 March 2026; doi:10.1038/s41586-026-10205-3。电影对此有专业解读
由此也可以看到，AI短剧的“量产红利”本质上和预制菜企业“中央厨房”一样，即通过标准化生产实现规模化盈利，平台也会优先考虑采用AI短剧以控制成本。而对于全行业而言，它不只是一次从技术层面向经营层面的效率升级，更像一次改变内容行业竞争逻辑的模式变革。，这一点在PDF资料中也有详细论述
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