That’s why @miranetwork matters it focuses on trust, identity, and verification first, so humans know who (or what) they’re dealing with before agents get more power.
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Mira breaks down AI responses into individual claims,
sends them to different nodes running various models
(GPT-4, Claude, Llama),
and only accepts answers when multiple models agree.
No single point of failure.
No trust required.
Just cryptographically verified AI https://t.co/91NLqV1zMh
sends them to different nodes running various models
(GPT-4, Claude, Llama),
and only accepts answers when multiple models agree.
No single point of failure.
No trust required.
Just cryptographically verified AI https://t.co/91NLqV1zMh
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Absolutely!
And @miranetwork will be there to lead everything verified information it's just a matter of time .
And @miranetwork will be there to lead everything verified information it's just a matter of time .
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this is not a prediction. it is a constraint.
once ai agents move money, trigger contracts, and act without humans, verification stops being optional.
you cannot scale agents on blind trust!
If not you will be left with errors compound & damage spreads fast.
+ encryption https://t.co/62a1cZXOy7
once ai agents move money, trigger contracts, and act without humans, verification stops being optional.
you cannot scale agents on blind trust!
If not you will be left with errors compound & damage spreads fast.
+ encryption https://t.co/62a1cZXOy7
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Developers face a clear problem in AI apps.
The model produces answers, but there is no reliable safeguard when those answers drift.
A single wrong result can trigger financial losses, broken user flows, or incorrect automation.
This pushes most teams to slow down releases https://t.co/S1eew4g2Kz
The model produces answers, but there is no reliable safeguard when those answers drift.
A single wrong result can trigger financial losses, broken user flows, or incorrect automation.
This pushes most teams to slow down releases https://t.co/S1eew4g2Kz
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Mira: Trust Infrastructure for the AI age, welcome to a year of verified truth. Gmira!
@Bondman100
@Shonik
@shlokafc
@Salexibroxima
@takanome_76 https://t.co/bWlfv3m6XU
@Bondman100
@Shonik
@shlokafc
@Salexibroxima
@takanome_76 https://t.co/bWlfv3m6XU
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My AI prediction for 2026 is simple. Trust becomes the real breakthrough.
I think we are entering a time where AI outputs will no longer be taken at face value. By 2026, people will expect AI responses to be verifiable, auditable and backed by consensus rather than assumptions. https://t.co/qoLzhjDVJq
I think we are entering a time where AI outputs will no longer be taken at face value. By 2026, people will expect AI responses to be verifiable, auditable and backed by consensus rather than assumptions. https://t.co/qoLzhjDVJq
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mira is one of the projects i remain genuinely bullish on.
mira network (@miranetwork) is taking a very different path in ai.
while most teams are chasing raw speed and flashy demos, mira is locked in on one core principle of trust.
instead of relying on a single ai response,
mira network (@miranetwork) is taking a very different path in ai.
while most teams are chasing raw speed and flashy demos, mira is locked in on one core principle of trust.
instead of relying on a single ai response,
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Gm CT
I don’t know about you
But I’m hyper bullish on @miranetwork
Mira is all about making AI outputs trustworthy:
>>> AI gives an answer
>>> Multiple models check it
>>> The network reaches consensus
I don’t know about you
But I’m hyper bullish on @miranetwork
Mira is all about making AI outputs trustworthy:
>>> AI gives an answer
>>> Multiple models check it
>>> The network reaches consensus
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True confidence in AI grows from transparency, not oversight alone. While rules define limits, they rarely reveal why outcomes occur.
@miranetwork builds trust by exposing the decision pathway, allowing users to see how conclusions are formed, step by step. https://t.co/Rc0Zok1MhB
@miranetwork builds trust by exposing the decision pathway, allowing users to see how conclusions are formed, step by step. https://t.co/Rc0Zok1MhB
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And that's when people started taking @miranetwork serious.
It's never too late to adopt Mira as your one and only AI verification platform https://t.co/9mthtVH3t8
It's never too late to adopt Mira as your one and only AI verification platform https://t.co/9mthtVH3t8
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MIRA NETWORK THE TRUST LAYER FOR AI
AI is moving fast. But trust hasn’t caught up.
Mira Network is here to change that.
We’re building a decentralized verification layer for AI that makes sure AI outputs are accurate, unbiased, and reliable.
Instead of trusting a single AI https://t.co/UD3EoXeBvX
AI is moving fast. But trust hasn’t caught up.
Mira Network is here to change that.
We’re building a decentralized verification layer for AI that makes sure AI outputs are accurate, unbiased, and reliable.
Instead of trusting a single AI https://t.co/UD3EoXeBvX
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Gm CT
I don’t know about you
But I’m hyper bullish on @miranetwork
Mira is all about making AI outputs trustworthy:
>>> AI gives an answer
>>> Multiple models check it
>>> The network reaches consensus
I don’t know about you
But I’m hyper bullish on @miranetwork
Mira is all about making AI outputs trustworthy:
>>> AI gives an answer
>>> Multiple models check it
>>> The network reaches consensus
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Whilst 2025 introduced new forms of AI systems to to world at large, I believe 2026 will lead to the refinement and integration of smart artificially intelligence systems powered by @miranetwork with physical bodies to create a seamless union of intelligence and physical prowess. https://t.co/fO8KVJUIvh
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The biggest AI failures won't be from bad models.
They'll be from unverified outputs.
Verification becomes as critical as the AI itself.
@miranetwork building for that world. https://t.co/HqX20yv2W9
They'll be from unverified outputs.
Verification becomes as critical as the AI itself.
@miranetwork building for that world. https://t.co/HqX20yv2W9
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如果是AI写的新闻，谁来验证？
像“Polymarket ”这样的产品在人工智能原生新闻领域处于领先地位。
@miranetwork 提出了一个随之而来的根本问题，当AI开始撰写甚至“定义”新闻时，我们该如何确保这些信息是准确的？
像“Polymarket ”这样的产品在人工智能原生新闻领域处于领先地位。
@miranetwork 提出了一个随之而来的根本问题，当AI开始撰写甚至“定义”新闻时，我们该如何确保这些信息是准确的？
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no ai is free from hallucinations.
data/information will increase massively (ai systems will have access to this because individuals will use them when they need to get answers to certain questions, do research or even use create something).
we all need that verification layer https://t.co/lERfOhJZ6p
data/information will increase massively (ai systems will have access to this because individuals will use them when they need to get answers to certain questions, do research or even use create something).
we all need that verification layer https://t.co/lERfOhJZ6p
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It has been an amazing year with @miranetwork and this is just the beginning of something verifiable
Over the last few months that you have been using Mira which features did you find more interesting ??
Over the last few months that you have been using Mira which features did you find more interesting ??
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大胆，是梁静茹给 @miranetwork 的勇气吗，这也太敢说了。😁😁
事情始于 Mira 半开玩笑地建议“移除幻觉最多的AI”。而昨天，Mira 又发布了一张图片：把几个代表不同AI的全部填充上色块了，这去除幻觉的时候Mira 做了。
事情始于 Mira 半开玩笑地建议“移除幻觉最多的AI”。而昨天，Mira 又发布了一张图片：把几个代表不同AI的全部填充上色块了，这去除幻觉的时候Mira 做了。
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【 Mira邀你来设计明信片 】
在DC社区，Mira @miranetwork @MiraNetworkCN 正在举办一场活动——设计明信片，有兴趣的快来参与吧！
参与方式：
设计一张明信片，添加一段简短文字，写下一段你对 2026 年 AI 的预测，并发布到 X，然后在"mira-mission"频道提交作品即可。
奖励：
🥇 第 1 名 —— $50
🥈 https://t.co/XQqp9lxndE
在DC社区，Mira @miranetwork @MiraNetworkCN 正在举办一场活动——设计明信片，有兴趣的快来参与吧！
参与方式：
设计一张明信片，添加一段简短文字，写下一段你对 2026 年 AI 的预测，并发布到 X，然后在"mira-mission"频道提交作品即可。
奖励：
🥇 第 1 名 —— $50
🥈 https://t.co/XQqp9lxndE
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Exploring onchain innovation//DeFi Cultivation// and building connections. Let’s collaborate 🤝 @ArciumHQ maxi always encrypted☂️
1.3K Followers
4 Contributions
Sharing DeFi insight and Airdrop alphas▫️TG: https://t.co/tYquGihvcQ
2.3K Followers
2 Contributions
Free Gaza 🇵🇸 @AnichessGame The #1 Chess Game in Web3 Spell Chess Puzzles & Earn $CHECK mate
682 Followers
1 Contributions
𝑬𝒙𝒑𝒍𝒐𝒓𝒊𝒏𝒈 𝒕𝒉𝒆 𝒊𝒏𝒕𝒆𝒓𝒔𝒆𝒄𝒕𝒊𝒐𝒏 𝒐𝒇 𝑻𝒆𝒄𝒉 𝒂𝒏𝒅 𝑭𝒊𝒏𝒂𝒏𝒄𝒆 |𝒘𝒆𝒃3 𝒂𝒏𝒅 𝒄𝒓𝒚𝒑𝒕𝒐. 𝑪𝒖𝒍𝒆𝒓 ❤️💙 | 𝑭𝒐𝒓ç𝒂 𝑩𝒂𝒓ç𝒂 🇪🇸
1.3K Followers
1 Contributions
Solidity Developer |Data Analyst| Specializing in Smart Contracts | Passionate about Blockchain Innovation & Football.
1.5K Followers
1 Contributions
Data Engineer | Social Media Manager| Cloudboy | @kizzymobile maxi I don't have opinions.
790 Followers
1 Contributions
5.8K
Total Members
4
24h Growth
12
7d Growth
Date Members Change
Feb 10, 2026 5.8K -4
Feb 9, 2026 5.8K -1
Feb 8, 2026 5.8K -2
Feb 7, 2026 5.8K -4
Feb 6, 2026 5.8K +0
Feb 5, 2026 5.8K -1
Feb 4, 2026 5.8K -3
Feb 3, 2026 5.8K +0
Feb 2, 2026 5.8K -4
Feb 1, 2026 5.8K +1
Jan 31, 2026 5.8K -1
Jan 30, 2026 5.8K -6
Jan 29, 2026 5.8K +1
Jan 28, 2026 5.8K —
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