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[R] Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy
March 10, 2024, 2:08 p.m. | /u/Successful-Western27
Machine Learning www.reddit.com
Key points:
- LLMs can achieve human-level forecasting accuracy through aggregating predictions from diverse models
- This "wisdom of the silicon crowd" approach parallels the well-established "wisdom of the crowd" effect in humans
- In Study 1, an ensemble of 12 LLMs significantly outperformed a baseline and matched a crowd of 925 human …
accuracy capabilities diverse ensemble forecasting human key llm llms machinelearning match paper performance prediction predictions researchers silicon through
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