Google's Gemini Jumps from 21% to 97% Accuracy with a Simple Trick!
Analysis
Google Research's latest findings reveal a surprisingly effective technique: repeating important parts of the prompt! This simple 'Prompt Repetition' method dramatically boosts the accuracy of non-reasoning tasks, demonstrating a major leap in performance and offering a low-cost, readily reproducible solution.
Key Takeaways
- •Prompt Repetition boosts accuracy in non-reasoning tasks like format adherence and information extraction.
- •The method leverages the Transformer's Attention mechanism to amplify signal strength.
- •This technique highlights the vulnerability of current LLM architectures to prompt variations.
Reference / Citation
View Original"Googleが出した結論はあまりにもシンプルで、そして残酷でした。 「難しいことは考えなくていい。プロンプトの重要な部分を、もう一度コピペして後ろに貼り付けろ」"
Z
Zenn LLMFeb 9, 2026 06:32
* Cited for critical analysis under Article 32.