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Audra Carpenter · Jul 30, 2026

When More Instructions Make AI Dumber

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One marketer added 5,000 words of instructions and watched his AI fail 66% of the time—while competitors ship with simpler prompts.

Stop adding more instructions to your AI prompts. You’re making them dumber.

A marketer just proved it: 5,000 extra words of instructions caused complete failure in 2 out of 3 runs. Not better output. Broken output.

Here’s what nobody tells you about AI workflows:

• More detail = more failure points, not more precision

• Over-specification doesn’t guide AI—it overwhelms it

• The best-performing prompts are often the shortest ones

Cut your current prompts in half. Test it. Watch what happens. Drop your worst prompt horror story below 👇

Listen on audracarpenter.substack.com

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