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Day 2 on @Mira_Network The Problem Mira Solves in Web3 Infrastructure Web3 is built on trustless systems but AI isn’t. AI models (like ChatGPT or Grok) are closed-source, opaque, and often hallucinate (make up facts). This creates a major issue: We’re relying on centralized, unverifiable black boxes for critical decisions, research, and content. In Web3 terms: - There’s no consensus mechanism for AI outputs. - - No way to audit or verify claims made by AI agents. - No incentive model for truthful information. Mira solves this by: - Turning AI outputs into verifiable data using a decentralized network. - Letting a community of staked verifiers validate claims just like nodes validate transactions. - Aligning incentives: truth-tellers get rewarded, liars lose stake. - Adding trustless, transparent verification to the AI layer of Web3. Why it matters: As Web3 infrastructure evolves to include AI agents, DePINs, and autonomous dApps, Mira becomes the “consensus layer for AI truth bridging the gap between smart AI and smart contracts. Mira solves a very real problem in web3 infrastructure Mira is built on truth Mira = Truth Gmira
Day 2 on @Mira_Network

The Problem Mira Solves in Web3 Infrastructure

Web3 is built on trustless systems but AI isn’t.

AI models (like ChatGPT or Grok) are closed-source, opaque, and often hallucinate (make up facts).

This creates a major issue:

We’re relying on centralized, unverifiable black boxes for critical decisions, research, and content.

In Web3 terms:

- There’s no consensus mechanism for AI outputs.
-
- No way to audit or verify claims made by AI agents.

- No incentive model for truthful information.

Mira solves this by:

- Turning AI outputs into verifiable data using a decentralized network.

- Letting a community of staked verifiers validate claims just like nodes validate transactions.

- Aligning incentives: truth-tellers get rewarded, liars lose stake.

- Adding trustless, transparent verification to the AI layer of Web3.

Why it matters:

As Web3 infrastructure evolves to include AI agents, DePINs, and autonomous dApps, Mira becomes the “consensus layer for AI truth bridging the gap between smart AI and smart contracts.

Mira solves a very real problem in web3 infrastructure

Mira is built on truth

Mira = Truth

Gmira
If you’ve ever held stablecoins and wanted passive yield without worrying about risks I have something really interesting for you. This could be DeFi’s biggest unlock for stablecoin holders. 🧵| @aarnasays
If you’ve ever held stablecoins and wanted passive yield without worrying about risks

I have something really interesting for you.

This could be DeFi’s biggest unlock for stablecoin holders.

🧵| @aarnasays
Day 1 on @Mira_Network What is Mira network? Most of you don’t know that your ChatGPT and Grok can be wrong sometimes Ai have an error called hallucination AI hallucination occurs when AI models produce output that is factually incorrect, fictional, or unrelated to the input. AI models generate outputs based on training data patterns, not verified facts. This results in confident nonsense, as it sounds real but is not grounded in truth. Mira Network fixes this! Mira Network is like a lie detector for AI. It works like this: - When an AI says something, Mira breaks it down into small claims. - These claims are sent out to a group of people (called verifiers) who double-check if the AI is telling the truth. - If most of them agree the claim is true, it’s approved. - If the claim is wrong or misleading, it gets rejected. Honest verifiers earn crypto; dishonest ones are penalized. Mira is literally an Ai lie detector Gmira
Day 1 on @Mira_Network

What is Mira network?

Most of you don’t know that your ChatGPT and Grok can be wrong sometimes

Ai have an error called hallucination

AI hallucination occurs when AI models produce output that is factually incorrect, fictional, or unrelated to the input.

AI models generate outputs based on training data patterns, not verified facts.

This results in confident nonsense, as it sounds real but is not grounded in truth.

Mira Network fixes this!

Mira Network is like a lie detector for AI.

It works like this:

- When an AI says something, Mira breaks it down into small claims.

- These claims are sent out to a group of people (called verifiers) who double-check if the AI is telling the truth.

- If most of them agree the claim is true, it’s approved.

- If the claim is wrong or misleading, it gets rejected.

Honest verifiers earn crypto; dishonest ones are penalized.

Mira is literally an Ai lie detector

Gmira
Hey @ Everyone will leave after tge It’s your responsibility to build something that will make them stay Build a product that will make people stay even if your token fails Use the ATTENTION you are getting now wisely.
Hey @

Everyone will leave after tge

It’s your responsibility to build something that will make them stay

Build a product that will make people stay even if your token fails

Use the ATTENTION you are getting now wisely.
Imagine buying tokenized real estate like an NFT Bringing real-world assets into the blockchain is challenging. Here is a thread on how Novastro combines automation, compliance, and Ethereum security. 🧵 | @Novastro_xyz
Imagine buying tokenized real estate like an NFT

Bringing real-world assets into the blockchain is challenging.

Here is a thread on how Novastro combines automation, compliance, and Ethereum security.

🧵 | @Novastro_xyz
If you want attention on your project: - Create a twitter account - Give it a good name (yap) related - Have a good pfp - Input powered by @KaitoAI on bio - Get the attention you need - Talk to @Punk9277 later Nice move @yapyo_arb
If you want attention on your project:

- Create a twitter account
- Give it a good name (yap) related
- Have a good pfp
- Input powered by @KaitoAI on bio
- Get the attention you need
- Talk to @Punk9277 later

Nice move @yapyo_arb
A lot of people here enter a new week without knowing what to look out for Here are 10 alphas for the week you should focus on No. 5 will teach you how to make $10k this June Like & Repost for others 🧵
A lot of people here enter a new week without knowing what to look out for

Here are 10 alphas for the week you should focus on

No. 5 will teach you how to make $10k this June

Like & Repost for others 🧵
I hope you aren’t grinding all these projects just to burn your money on pump fun Gm guys
I hope you aren’t grinding all these projects just to burn your money on pump fun

Gm guys
I’m not supposed to be tweeting this But I have seen many beautiful girls on Caldera today Now I’m so bullish on Caldera
I’m not supposed to be tweeting this

But I have seen many beautiful girls on Caldera today

Now I’m so bullish on Caldera
I just minted my Caldera username Call me MercyDeGreat.era You can mint yours here: https://catalyst.caldera.xyz/domain
I just minted my Caldera username

Call me MercyDeGreat.era

You can mint yours here:

https://catalyst.caldera.xyz/domain
Everyone keeps shouting Gmera or Caldera everyday without really realising how important caldera is Caldera is the infrastructure that powers the transition from shared blockchains to specialised rollups. By removing complexity, it speeds up launches using modular stacks. Here is an infographic on how Caldera helps developers launch modular app-specific rollups easily. Let me break down each section: 🔸 Top Left: Launch Your Own Chain in Minutes This highlights how simple Caldera makes rollup deployment using popular frameworks: •EVM: Ethereum Virtual Machine compatible •OP Stack: Optimism’s rollup framework •Arbitrum: Another rollup option supported by Caldera → Developers don’t need deep infrastructure knowledge to spin up chains. 🔸 Top Right: Choose Your Stack Caldera lets you customise your rollups using modular components: •DA Layer (Data Availability): •Celestia •EigenDA •Sequencer: Orders transactions •Indexer: Provides searchable blockchain data → You can mix and match components to suit your app’s performance needs. 🔸 Center: Your App-Specific Rollup This is the chain you build with Caldera It is customised, optimised, and entirely dedicated to your application. → Instead of competing with thousands of dApps on a shared L1, you have your chain. 🔸 Bottom: Use Case Examples Caldera rollups can power various types of applications: •DeFi – for high-speed trading, lending, etc. •Gaming – where low latency is key •Social – like Degen chain or Farcaster L2s •NFTs – minting, marketplaces, and more → Each of these platforms has its own chain, performance characteristics, and user experience. I hope you now understand why Caldera is essential. Gmera
Everyone keeps shouting Gmera or Caldera everyday without really realising how important caldera is

Caldera is the infrastructure that powers the transition from shared blockchains to specialised rollups.

By removing complexity, it speeds up launches using modular stacks.

Here is an infographic on how Caldera helps developers launch modular app-specific rollups easily.

Let me break down each section:

🔸 Top Left: Launch Your Own Chain in Minutes

This highlights how simple Caldera makes rollup deployment using popular frameworks:

•EVM: Ethereum Virtual Machine compatible
•OP Stack: Optimism’s rollup framework
•Arbitrum: Another rollup option supported by Caldera

→ Developers don’t need deep infrastructure knowledge to spin up chains.

🔸 Top Right: Choose Your Stack

Caldera lets you customise your rollups using modular components:

•DA Layer (Data Availability):
•Celestia
•EigenDA
•Sequencer: Orders transactions
•Indexer: Provides searchable blockchain data

→ You can mix and match components to suit your app’s performance needs.

🔸 Center: Your App-Specific Rollup

This is the chain you build with Caldera

It is customised, optimised, and entirely dedicated to your application.

→ Instead of competing with thousands of dApps on a shared L1, you have your chain.

🔸 Bottom: Use Case Examples

Caldera rollups can power various types of applications:

•DeFi – for high-speed trading, lending, etc.
•Gaming – where low latency is key
•Social – like Degen chain or Farcaster L2s
•NFTs – minting, marketplaces, and more

→ Each of these platforms has its own chain, performance characteristics, and user experience.

I hope you now understand why Caldera is essential.

Gmera
In 2025, content creators are now making 4 figures by writing good contents Where do they earn more? SocialFi or InfoFi In this thread I’ll be differentiating between SocialFi and InfoFi Like & Repost for others. 🧵
In 2025, content creators are now making 4 figures by writing good contents

Where do they earn more? SocialFi or InfoFi

In this thread I’ll be differentiating between SocialFi and InfoFi

Like & Repost for others. 🧵
The tech might be good but the token is trash Is anyone building something better than this?
The tech might be good but the token is trash

Is anyone building something better than this?
This is the third day in the month of June If you are not yapping right now you are wrong These are projects that is worth yapping about: @skate_chain @Calderaxyz @MitosisOrg @SuccinctLabs @multibank_io @campnetworkxyz @Humanityprot @MagicNewton @SunriseLayer @TheoriqAI @humafinance @Novastro_xyz InfoFi narrative is here to stay People are making 3-4 figures by just posting quality contents Make sure you don’t fade this.
This is the third day in the month of June

If you are not yapping right now you are wrong

These are projects that is worth yapping about:

@skate_chain
@Calderaxyz
@MitosisOrg
@SuccinctLabs
@multibank_io
@campnetworkxyz
@Humanityprot
@MagicNewton
@SunriseLayer
@TheoriqAI
@humafinance
@Novastro_xyz

InfoFi narrative is here to stay

People are making 3-4 figures by just posting quality contents

Make sure you don’t fade this.
Arbitrum has been the best DeFi ecosystem blockchain With over $2.6B in TVL and $100B in DEX volume this year Here is a thread on everything you need to know about Arbitrum in 2025 🧵 | @arbitrum
Arbitrum has been the best DeFi ecosystem blockchain

With over $2.6B in TVL and $100B in DEX volume this year

Here is a thread on everything you need to know about Arbitrum in 2025

🧵 | @arbitrum
I have 3 @wallchain_xyz invite codes to give out in the next 1 hour I had to ask some of my friends code for my community Kindly turn on post notification and retweet if you are interested Ps: Thanks to my friends and followers for the code.
I have 3 @wallchain_xyz invite codes to give out in the next 1 hour

I had to ask some of my friends code for my community

Kindly turn on post notification and retweet if you are interested

Ps: Thanks to my friends and followers for the code.
I don’t have any @wallchain_xyz achievement badge or an invite code What’s the issue?
I don’t have any @wallchain_xyz achievement badge or an invite code

What’s the issue?
Things you should be looking at now: - InfoFi narrative - Ton NFTS - Pre tge projects on Kaito - Virtuals - Ai projects on Avax I might be writing a thread regarding these things Make sure you are positioning yourself right now
Things you should be looking at now:

- InfoFi narrative
- Ton NFTS
- Pre tge projects on Kaito
- Virtuals
- Ai projects on Avax

I might be writing a thread regarding these things

Make sure you are positioning yourself right now
The InfoFi narrative is making huge wave right now Quality Content = Reward I just joined @wallchain_xyz where you can earn Quacks for quality crypto content You can also track your Mindshare on project leaderboards The invite is limited for now Comment if you need invite code
The InfoFi narrative is making huge wave right now

Quality Content = Reward

I just joined @wallchain_xyz where you can earn Quacks for quality crypto content

You can also track your Mindshare on project leaderboards

The invite is limited for now

Comment if you need invite code
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