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![MichLieben Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::512156315.png) Mich 🧠 💭 [@MichLieben](/creator/twitter/MichLieben) on x 1081 followers
Created: 2025-07-23 15:27:58 UTC

Finding #3: Ambiguity kills accuracy.

The research tested different levels of similarity between questions and answers.

Lower similarity = faster performance collapse.

Being indirect or using varied terminology hurts results.

![](https://pbs.twimg.com/media/GwjWFd8bgAAsBSd.png)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948042410304639233/c:line.svg)

**Related Topics**
[faster](/topic/faster)
[accuracy](/topic/accuracy)

[Post Link](https://x.com/MichLieben/status/1948042410304639233)

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

MichLieben Avatar Mich 🧠 💭 @MichLieben on x 1081 followers Created: 2025-07-23 15:27:58 UTC

Finding #3: Ambiguity kills accuracy.

The research tested different levels of similarity between questions and answers.

Lower similarity = faster performance collapse.

Being indirect or using varied terminology hurts results.

XXX engagements

Engagements Line Chart

Related Topics faster accuracy

Post Link

post/tweet::1948042410304639233
/post/tweet::1948042410304639233