SMRTR AIJul 20, 2026GitConnected

Repeating “Let Me Think” 200 Times Makes an LLM More Accurate

SMRTR summary

Repeating "let me think" hundreds of times before answering actually improves an AI model's accuracy on factual questions. The repetitive filler tokens seem to act as a mental warm-up, helping the model trace through stored knowledge step-by-step to retrieve correct answers it would otherwise confidently get wrong.

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