[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.]  Sevil [@Sevilaga](/creator/twitter/Sevilaga) on x XXX followers Created: 2025-07-18 12:07:11 UTC @maykel2028 ai speaks with confidence but truth stays uncertain single model systems carry bias and hallucination mira solves this by breaking content into claims verified through consensus and cryptography trust comes from transparency not size XX engagements  **Related Topics** [mira](/topic/mira) [coins ai](/topic/coins-ai) [Post Link](https://x.com/Sevilaga/status/1946179941848011137)
[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.]
Sevil @Sevilaga on x XXX followers
Created: 2025-07-18 12:07:11 UTC
@maykel2028 ai speaks with confidence but truth stays uncertain single model systems carry bias and hallucination mira solves this by breaking content into claims verified through consensus and cryptography trust comes from transparency not size
XX engagements
/post/tweet::1946179941848011137