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Anthropic: 'Double-Check Your Work' Instructions Now Hurt Performance

The brief

Anthropic published guidance indicating that common prompt instructions like 'double-check your work' or 'be thorough' are now counterproductive and increase cost without improving output quality.

Key points

  1. The guidance recommends stripping such instructions from production prompts.
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