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 Weirdx {beast arc} [@weirdxconcepts](/creator/twitter/weirdxconcepts) on x 1370 followers
Created: 2025-07-24 16:39:20 UTC
Bitcoin secured money
Ethereum secured computation
@Mira_Network is securing meaning
Let me explain why this matters:
We’re entering a new era where AI systems generate more content than humans ever could like articles, summaries, conversations, even decisions
But there’s a problem
AI doesn’t always tell the truth
Sometimes it hallucinates confidently stating things that are false, misleading, or entirely made up
That’s not just inconvenient.
It’s dangerous especially when AI starts powering agents, interfaces, and decisions that affect real lives
This is where Mira’s consensus model comes in and it’s the first of its kind
Instead of verifying transactions or code, Mira is built to verify natural language claims
Here’s how it works:
X. Mira breaks AI output into smaller statements (atomic claims)
For e.g. “Einstein discovered gravity” becomes
✅ “Einstein was a scientist”
❌ “Einstein discovered gravity”
X. Each claim is then verified using Mira’s hybrid PoW + PoS consensus, designed specifically for evaluating meaning and truth
X. Verified claims are published onchain, cryptographically signed and auditable forever
Why both PoW and PoS?
Because verifying meaning isn’t just about being fast or secure, it’s about being accountable and hard to manipulate
PoW ensures work was done to verify each claim
PoS aligns economic incentives for honest validation
Together, they create a system where truth can’t be spoofed, gamed, or assumed but it must be proven.
In a world drowning in AI generated noise, Mira is the trust engine that filters signal from spam
One claim at a time
One block at a time
One verified output at a time
Mira isn’t just another blockchain, It’s a truth protocol for the AI age.
Stay Verified. Stay Mira
XXX engagements
**Related Topics**
[proof of](/topic/proof-of)
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[coins ai](/topic/coins-ai)
[money](/topic/money)
[bitcoin](/topic/bitcoin)
[coins layer 1](/topic/coins-layer-1)
[Post Link](https://x.com/weirdxconcepts/status/1948422759580598395)
[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.]
Weirdx {beast arc} @weirdxconcepts on x 1370 followers
Created: 2025-07-24 16:39:20 UTC
Bitcoin secured money Ethereum secured computation @Mira_Network is securing meaning
Let me explain why this matters:
We’re entering a new era where AI systems generate more content than humans ever could like articles, summaries, conversations, even decisions
But there’s a problem AI doesn’t always tell the truth Sometimes it hallucinates confidently stating things that are false, misleading, or entirely made up
That’s not just inconvenient. It’s dangerous especially when AI starts powering agents, interfaces, and decisions that affect real lives
This is where Mira’s consensus model comes in and it’s the first of its kind
Instead of verifying transactions or code, Mira is built to verify natural language claims
Here’s how it works: X. Mira breaks AI output into smaller statements (atomic claims) For e.g. “Einstein discovered gravity” becomes ✅ “Einstein was a scientist” ❌ “Einstein discovered gravity” X. Each claim is then verified using Mira’s hybrid PoW + PoS consensus, designed specifically for evaluating meaning and truth X. Verified claims are published onchain, cryptographically signed and auditable forever
Why both PoW and PoS? Because verifying meaning isn’t just about being fast or secure, it’s about being accountable and hard to manipulate
PoW ensures work was done to verify each claim
PoS aligns economic incentives for honest validation
Together, they create a system where truth can’t be spoofed, gamed, or assumed but it must be proven.
In a world drowning in AI generated noise, Mira is the trust engine that filters signal from spam
One claim at a time One block at a time One verified output at a time
Mira isn’t just another blockchain, It’s a truth protocol for the AI age.
Stay Verified. Stay Mira
XXX engagements
Related Topics proof of arc pos coins pos coins ai money bitcoin coins layer 1