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Prompt Debt: How Old Instructions Break New AI Models

Hacker Noon

TechnologyHacker Noon·Aug 31, 2026·1 min read

Prompt Debt: How Old Instructions Break New AI Models

In software development, “technical debt” describes expedient design or implementation choices that make future changes harder or more expensive. The debt accrues interest as new work builds on those choices. In 2026, the AI equivalent…

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