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![metagunnerSOL Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1732938705243873280.png) MetaGunner ✈ [@metagunnerSOL](/creator/twitter/metagunnerSOL) on x 1141 followers
Created: 2025-07-24 18:07:31 UTC

Billions are being spent to resolve issues with AI

Mainly hallucinations as to actually have AI that can "potentially replace humans" we need to have trustless AI that provides us with trustless outputs 

And as it stands the probability of an AI hallucinating especially in high stakes fields is pretty high

Don't believe me

Ask any LLM for yourself

Here's a pic below from ChatGPT 

Now no model is perfect but some models are better than others and some projects are working on a fix 

And the project with the most noteable fix to this date is @Mira_Network 

Not only are they working on a solution and building infra to integrate with most AI models 

They also have an already in house built solution called @klok_app that allows you to chat with multiple LLMs however it discards false outputs and ensures that you get the right answer 

It's now also available on your phone so next time you wanna use any LLM think again and use the better alternative because it gives you access to the same LLMs you already like, minus the hallucinations⁩

![](https://pbs.twimg.com/media/GwpEWi3X0AAhNvU.jpg)

XXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948444951424995717/c:line.svg)

**Related Topics**
[open ai](/topic/open-ai)
[llm](/topic/llm)
[coins ai](/topic/coins-ai)
[billions](/topic/billions)

[Post Link](https://x.com/metagunnerSOL/status/1948444951424995717)

[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.]

metagunnerSOL Avatar MetaGunner ✈ @metagunnerSOL on x 1141 followers Created: 2025-07-24 18:07:31 UTC

Billions are being spent to resolve issues with AI

Mainly hallucinations as to actually have AI that can "potentially replace humans" we need to have trustless AI that provides us with trustless outputs

And as it stands the probability of an AI hallucinating especially in high stakes fields is pretty high

Don't believe me

Ask any LLM for yourself

Here's a pic below from ChatGPT

Now no model is perfect but some models are better than others and some projects are working on a fix

And the project with the most noteable fix to this date is @Mira_Network

Not only are they working on a solution and building infra to integrate with most AI models

They also have an already in house built solution called @klok_app that allows you to chat with multiple LLMs however it discards false outputs and ensures that you get the right answer

It's now also available on your phone so next time you wanna use any LLM think again and use the better alternative because it gives you access to the same LLMs you already like, minus the hallucinations⁩

XXXXXX engagements

Engagements Line Chart

Related Topics open ai llm coins ai billions

Post Link

post/tweet::1948444951424995717
/post/tweet::1948444951424995717