---
title: Confidence-Aware Response
description: AI replies can sound sure even when they're guessing. I mark the shaky parts in the answer itself.
url: https://dogaundar.com/components/confidence-aware
---

# Confidence-Aware Response

AI replies can sound sure even when they're guessing. I mark the shaky parts in the answer itself.

Tags: Interaction, AI UI, Trust

_Interactive demo. Open this page in a browser to try it._

If every line looks equally confident, people believe the guesses too. I stream the reply first so you can read it, then fade the marks in. Most stay quiet. The ones that shouldn't read as fact get an amber caution.

Hover or tap a marked phrase for why, or switch the marks off to compare.

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Next: [Waveform Player](https://dogaundar.com/components/waveform-player)

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Doğa Ündar, UI/UX Designer. Email: undardoga@gmail.com. All pages: https://dogaundar.com/llms.txt