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Cognitive surrender is a major risk in AI-assisted development, involving erosion of comprehension and memory.

Addy Osmani identifies cognitive surrender as a key risk when using AI, where developers lose understanding of their code and decisions. ✦ AI generated

Addy Osmani · The Pragmatic Engineer · 2026-08-19 · original ↗

A big risk of AI-assisted development is cognitive surrender. Addy defines cognitive surrender as the erosion of your comprehension of the problems being worked on, and of your own memory of what’s going on. He recommends pushing back against this by understanding every major decision an LLM makes.

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