index d3500a5..45dc0df 100644
@@ -12,13 +12,8 @@ you build something impressive with AI tools, and then the question hits: did i
## why it's a gotcha
-this is a new flavor of imposter syndrome specific to the AI era. you ship features faster than ever but feel less confident about your skills. when someone asks "how does this work?" you freeze because you're not sure you could rebuild it without the AI. over time, this erodes your sense of competence.
+this is a new flavor of imposter syndrome specific to the AI era. you ship features faster than ever but feel less confident about your skills. when someone asks "how does this work?" you freeze because you're not sure you could rebuild it without the AI. over time, this erodes your sense of competence — and if you're prone to [[ai-rot|rotting in AI loops]], the gap between what you shipped and what you understand keeps widening.
## the fix
-the tool is a tool. a carpenter isn't an imposter for using a power saw. but you do need to understand what you built. after an AI-assisted session, review the code. make sure you can explain every function. if you can't, that's not imposter syndrome — that's a real gap to fill. use AI to go fast, then slow down to understand.
-
-## see also
-
-- [[ai-rot]] — the behavior pattern that feeds imposter syndrome
-- [[comparison-as-motivation]] — imposter syndrome is comparison turned inward
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+the tool is a tool. a carpenter isn't an imposter for using a power saw. but you do need to understand what you built. after an AI-assisted session, review the code. make sure you can explain every function. if you can't, that's not imposter syndrome — that's a real gap to fill. use AI to go fast, then slow down to understand. and if you catch yourself [[comparison-as-motivation|comparing your "real" skills to others]], remember: imposter syndrome is comparison turned inward.
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