# 06-technical-discussion


08/05/2023, 11:20 PM
Hi everyone 👋 Wanted to share some recent learnings on estimating confidence of Large Language Model (LLM) responses: Confidence estimation is an effective tool to mitigate impact of LLM hallucinations in applications like data labeling, attribute extraction and question answering - it allows us to automatically reject low confidence response, chain/ensemble LLMs etc. However, an open question is how to best accomplish this. I’m curious to hear about your experience/learnings on this topic!
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