vana ✓
@vana · joined 16 Nov 2021
Open data infrastructure for human-grounded AI
263 232Followers
321Following
1 894Posts total
2.1MViews on collected posts
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Yeni gönderiler aranıyor…
We were honoured to brief Her Excellency Inês Maria de Almeida, Ambassador of Timor-Leste to Australia on AI, data governance and security, and what sovereignty means for Timor-Leste in a digital world.
Timor-Leste won its independence in 2002 after a generation of struggle. On
7.1K views · 45 likes
· 5 reposts · 5 replies
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Missed Geneva? You get one more shot.
Live online walkthrough of PDPP with Tim and Art, Thu 10 Sep, 9am PT. Hosted by the Linux Foundation's LFDT San Francisco, so you join through Meetup. Free, one hour, questions welcome: https://t.co/4Mp7Eg8lOo
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· 1 reposts · 1 replies
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And if you want your fingerprints on it: read the standard and leave your comments. Open until 1 Oct. https://t.co/vb2KAWCQYQ
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Vana presented at the Davos of internet rules last week.
The Global Digital Collaboration Conference in Geneva: the Swiss government, the Linux Foundation, IEEE, W3C, ISO and regulators from around the world, in one room, deciding how the internet works.
1.5M+ people already h
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· 6 reposts · 9 replies
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Happening tomorrow in Geneva at #gdc2026, the Protocol that Vana runs on is presented to the international community as the universal standard for data portability.
This is what bringing Web3 mainstream actually looks like.
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You can read the full protocol specs and contribute at https://t.co/agBfgj9tnT
The era of siloed data is ending. The Vana community is writing the rules for what comes next.
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Not able to get to Geneva? We're co-hosting a meetup with @lfdecentralized so the Vana community can be part of how tech standards actually get made.
"Introducing PDP-Connect", Thursday 10 September, 9am Pacific: for builders who want to implement the standard, businesses that
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Mark your calendars for the protocol's launch on the global standards stage at #GDC2026.
"The Wild West of Personal Data: Building AI's Missing Primitive" Thursday 3 September, 14:00-14:50, Room G, Palexpo.
Featuring: Karen Mulberry, IEEE Standards Association; Anna https://t
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The protocol will be presented at the Global Digital Collaboration Conference in Geneva (September 1-3, Palexpo), and thereafter open for public comment.
GDC is an invitation-only forum where global digital standards get set: hosted by the Swiss Confederation and convened by the
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According to Pew Research, 7 in 10 Americans expect AI to make their personal data LESS secure. Only 3% say more secure.
That's the divide: businesses need personal context so that their AI can actually know you, but people won't hand over what they don't control. So AI keeps ht
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The @linuxfoundation is where the internet keeps the fundamental rules it runs on: Linux itself, Kubernetes, PyTorch. And lately, the standards AI runs on: A2A from Google, MCP from Anthropic, x402 from Coinbase.
PDPP, the Personal Data Portability Protocol that Vana runs on, is
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The protocol Vana runs on is now hosted at The Linux Foundation.
And next Thursday, it is being presented to the groups that define the internet at the Global Digital Collaboration Conference #GDC2026 in Geneva.
Big week for personal data. Here's what's happening. https://t.co/
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Everyone agrees that AI needs context to be useful. But where is that context supposed to come from?
At Vana, we think it comes from you. Real context from real humans is what makes AI work. Over three weeks, 18,000 people proved it across 43 new apps: the Vana Cup.
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...and the winner of the Vana Cup is Patina with 4,707 points!
Vana Cup saw 40+ teams compete to build apps with user-owned data. Apps ranged from career prediction engines to human verification services. More detail to come.
Congrats to all the teams that participated. We'll
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Announcing DataConnect: an open source desktop app that pulls your cross-platform data in one click.
Platforms lock your context in: there's no API to get your Shopify purchases, ChatGPT memories + conversations, or Spotify listen history.
Try it out: https://t.co/DeLtY3Z5fV htt
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Read the full blog post here and stay tuned for more deep dives into these upgrades
https://t.co/a3e3UXnvSW
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🔥 The Future of Data Markets Starts NOW
🚫 Data liquidity is no longer theoretical
🚫 Data tokens are no longer experimental
✅ The decentralized data economy is here—and it’s on Vana.
Let’s build. 🏗️
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7️⃣ Fueling a growing ecosystem of data stakeholders
A real economy needs capital, infrastructure, and buyers. This next phase ensures all three:
✅ Data Capital ➡️ Liquidity support for builders & DataDAOs through a new Vana Grants program https://t.co/FE6Go4BOMt
✅ Data Market
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6️⃣ Introducing: Data Access Standards
DataDAOs must now also implement standardized infrastructure for data access. To be eligible for data liquidity rewards, DataDAOs must support:
✅ libSQL-based data schemas for uniform access.
✅ Smart contract-enforced permissions to
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· 1 reposts · 1 replies
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5️⃣ Introducing: Data Validator Staking
Data liquidity is only valuable if data remains accessible. Enter Data Validator Staking — a new way for the VANA community to earn by securing data access uptime. As of today:
🔹 Data Validator Staking replaces DataDAO staking. Instead h
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4️⃣ Introducing: New DataDAO Incentives
As of today, DataDAOs will no longer receive automatic VANA emissions. This means:
🔹 To receive liquidity support, DataDAOs must issue tokens that comply with the VRC-20 standard, ensuring fair, transparent, and secure trading.
🔹 No
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3️⃣ Introducing: The VRC-20 Data Token Standard
For data markets to work, tokens must be reliable, secure, and useful. As a universal standard for data-backed tokens, VRC-20 delivers this by ensuring fair and transparent data token trading:
🔹 Standardized token design → Fixed
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2️⃣ After consulting with our DataDAO community, today we are introducing the foundations to make data-backed tokens real financial assets that are liquid, tradeable and integrated into a decentralized financial system.
This isn’t just an upgrade. It’s the backbone of DataFi.
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Aynı büyüklükteki hesaplara karşı
Son 90 güne ait 19 gönderi, 100K–1M takipçi aralığıyla yan yana. aynı büyüklükteki hesaplardan daha az kişiye ulaşıyor.
Medyan görüntülenme815bu hesap5 983100K–1M için medyan
Erişim, %0.31%bu hesap1.49%100K–1M için medyan
Etkileşim, %1.06%bu hesap0.93%100K–1M için medyan
| Ölçüt | Bu hesap | 100K–1M için medyan | Oran |
|---|---|---|---|
| Gönderi başına medyan görüntülenme | 815 | 5 983 | 0.14× |
| Erişim (görüntülenme ÷ takipçi) | 0.31% | 1.49% | 0.21× |
| Etkileşim oranı | 1.06% | 0.93% | 1.15× |
Bu aralıktaki diğer hesaplar → Başka bir hesapla karşılaştır → Bu kıyas değerleri nasıl kuruluyor →
Growth & engagement
How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.
Views per post
44727 Aug
6.7K
815
499
145
7.9K2 Sep
9.3K8 Sep
843
331
642
87
7.1K14 Sep
94
42
Last 14 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.
Engagement rate per post
0.89%27 Aug
0.16%
0.98%
0.60%
2.76%
0.73%2 Sep
0.83%8 Sep
1.54%
2.11%
1.40%
2.30%
0.80%14 Sep
1.06%
2.38%
Reactions — likes, reposts, replies and quotes — divided by views. Median for 100K–1M accounts is 0.93%.
What the audience does
Likes73.3%1 103 in total
Reposts7.0%105 in total
Replies13.9%209 in total
Quotes2.2%33 in total
Bookmarks3.7%55 in total
Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.
The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.
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