Dan Shapiro - The Five Levels: from Spicy Autocomplete to the Dark Factory
Автор: AI Papers Podcast Daily
Загружено: 2026-01-30
Просмотров: 28
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Dan Shapiro posits that to truly leverage the technical deflation resulting from plummeting coding costs, developers must embrace a hierarchy of automation analogous to the NHTSA's five levels of autonomous driving. This progression begins with Level 0 manual coding and advances to Level 1, where AI handles discrete tasks like writing unit tests, before moving to Level 2, where the AI functions as a collaborative partner that significantly boosts productivity. The paradigm shifts drastically at Level 3, turning the developer into a manager responsible for reviewing code, and further at Level 4, where the human operates as a Product Manager creating specifications for autonomous agents to implement over long periods. The final stage, Level 5, is described as the Dark Factory, a black box environment where specifications are converted into software without any human presence, representing a near-future reality currently achieved by only a handful of cutting-edge teams.
https://www.danshapiro.com/blog/2026/...
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