---
title: "Discussion on \"From confidence to action\" | Hashnode"
description: "Discussion on \"From confidence to action\". Thresholds searched on labelled answers: when an LLM-backed app should act, ask or hand over"
url: "https://hashnode.com/posts/from-confidence-to-action/6af5029e26bd49e68a6bf0d3"
---

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# [From confidence to action](https://liminma.hashnode.dev/from-confidence-to-action?utm_source=hashnode&utm_medium=feed)

Thresholds searched on labelled answers: when an LLM-backed app should act, ask or hand over

2d ago · 14 min read · liminma.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)

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[Limin Ma](https://hashnode.com/@liminma)

@liminma · Toronto, Canada

  
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