[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.]

![Mira_Network Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1763125712066945025.png) Mira (3/3) [@Mira_Network](/creator/twitter/Mira_Network) on x 326.7K followers
Created: 2025-06-21 11:31:29 UTC

Why do even tiny AI error rates become unacceptable as applications scale?

> For AI to be deeply embedded in daily life, it must be trusted with high-stakes tasks that often involve "high tail risk," which are rare but potentially catastrophic outcomes.

> Even if hallucination rates drop to X% or 0.1%, that's still too risky when the consequences of failure are extremely high and the activities AI is trusted with become more sensitive and capital-intensive.

> As AI expands into mission-critical domains, even tiny error rates become unacceptable due to asymmetric risk.

![](https://pbs.twimg.com/amplify_video_thumb/1936386434891653120/img/fE7p0or7l5tVefxO.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1936386487802823044/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)
[mira](/topic/mira)

[Post Link](https://x.com/Mira_Network/status/1936386487802823044)