KOL • Web 3 BD • Giving Projects Visibility CMC : https://xitter.cf/t.co/w7jru2Pb46

Universe
Joined November 2018
Michael💲| 0% Fees On CoinUp retweeted
GM web3 ☕️ A video can show you a place. But can a machine actually understand its structure? @vangrid_io says it turns multi-angle captures into dense point clouds and Gaussian splats, rather than simply collecting raw video. That distinction matters for Physical AI. A robot needs more than pixels. It needs spatial information to reason about distances, shapes, and its surroundings. The real value isn't just recording the world. It's turning what we record into something machines can work with.
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Michael💲| 0% Fees On CoinUp retweeted
was checking if a phone video of some random side street can actually be proven later without the team holding the original footage. someone posts a bounty for that exact place... you open the app and film a short clip. right when recording starts it makes a fingerprint: hash of the video, a coarse location, and the time. those fingerprints get grouped into a Merkle Tree and the root gets written on Base about every 15 minutes. i opened the verification docs and saw you get the sibling hashes so you can recompute the root yourself against the chain. this is a bit different than i thought... i figured it would just sit in some server log somewhere. @vangrid_io batches them that way so one transaction covers the whole window instead of one per capture. @vangrid_io notes that this only proves the fingerprint existed by the end of the window, not the exact second. does that quarter hour gap make the ordering proof too loose for some of the use cases or is it enough?
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Michael💲| 0% Fees On CoinUp retweeted
the buyer isn't paying for a video. they're paying for a usable reconstruction. on @vangrid_io, the buyer reviews a watermarked preview before accepting a capture. acceptance releases the escrow and starts reconstruction. the deliverable includes a textured 3D model, its geometry, and a provenance record tied to the data. onchain, the record contains a hash of the delivered dataset. not the video frames. not the written brief. that distinction matters. a warehouse team may need a 3D scene it can load into a robotics pipeline, not a folder of raw footage. the mesh is what turns a walk around a real place into something software can work with. but there's a trade-off worth being clear about: accepting the job can make the full capture available too, depending on the workflow. this isn't a blanket guarantee that the buyer never gets the original video. the real question is what the buyer needs, what the contributor shares, and how the delivered data can be verified. if you've accepted a VanGrid bounty, did the reconstructed mesh become available immediately, or only after processing finished? @NucleusCodes
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Michael💲| 0% Fees On CoinUp retweeted
the interesting part of @vangrid_io isn't just turning everyday videos into useful real-world data it's how the process respects privacy while still creating something machines can learn from blurring faces and license plates directly on the device is a small technical detail with a much bigger impact. people can contribute to physical AI without exposing more personal information than necessary to me, that's what makes a DePIN data network worth watching: not just collecting more data, but building trust into the way that data is created real-world intelligence starts with real-world trust 🟢
🤝 Paid partnership
A random alley might look insignificant, but for Physical AI, it could become a valuable piece of real-world intelligence what makes @vangrid_io interesting to me is not simply turning phone videos into 3D data, but building a process where privacy, coverage, and verifiability work together blurring faces and license plates on-device protects people before the footage moves further. capturing multiple angles helps reduce blind spots, while on-chain fingerprints create a traceable record of the contribution but the real challenge goes beyond collecting more footage. it is making sure that data is complete, consistent, and useful enough for machines to understand the physical world better data is not just about seeing more. it is about making every captured detail count that is where Vangrid could make a real difference
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Michael💲| 0% Fees On CoinUp retweeted
Most virtual land projects ask you to buy into a vision of what the world could become but @Tera_Map takes a different approach. The 3D multiplayer city is already playable in a browser, even without connecting a wallet. You can explore the streets, drive karts, visit districts, and interact with other players. The Land NFTs come into a world that already exists. That gives TERA a different starting point. The challenge now is turning an active virtual city into an economy that gives land ownership lasting purpose.
🤝 Paid partnership
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Michael💲| 0% Fees On CoinUp retweeted
The Duelbits 1.99 meme contest is live ⚔️ Time to get creative and see who can cook the funniest meme. Let the best 5 win! 🔥
🤝 Paid partnership
⚔️ 𝗗𝗨𝗘𝗟𝗕𝗜𝗧𝗦 𝟭.𝟵𝟵 𝗠𝗘𝗠𝗘 𝗖𝗢𝗡𝗧𝗘𝗦𝗧 Think you can meme Duelbits 1.99? 👀 𝗛𝗼𝘄 𝘁𝗼 𝗲𝗻𝘁𝗲𝗿: - Create your own Duelbits 1.99 meme - Add the Duelbits logo (in the replies) - Tag @duelbits - Use our sticker pack (also in the replies) on your meme 🏆 Top 5 memes get $50 each
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Halloween just got more interesting with @CoinUpOfficials! The CoinUp Halloween Team Wars is live, bringing traders, KOLs, creators, affiliates, and trading communities together for a chance to win rewards worth up to 3,000 USDT equivalent. 𝗛𝗲𝗿𝗲’𝘀 𝘄𝗵𝗮𝘁 𝗺𝗮𝗸𝗲𝘀 𝘁𝗵𝗶𝘀 𝗰𝗮𝗺𝗽𝗮𝗶𝗴𝗻 𝘄𝗼𝗿𝘁𝗵 𝗰𝗵𝗲𝗰𝗸𝗶𝗻𝗴 𝗼𝘂𝘁 1. 2,100 USDT equivalent in CPX rewards for the top three teams ranked by eligible futures trading volume. 2. 600 USDT in Futures Trial Funds for teams that recruit the highest number of eligible new users. 3. 300 USDT equivalent in $CPX rewards up for grabs through the Halloween Lucky Draw. Beyond the rewards, this is an opportunity for community leaders to rally their people, grow their network, and compete together. Captains can also earn 40% of their team's rewards if they qualify. The competition runs from October 19 to November 19, 2026 (UTC+8). Ready to bring your team into the battle? Join here: forms.gle/ubZz8wNwkKinvxiK6 More details: notice.coinup.io/hc/en-us/ar… Build your team. Trade together. Win together.
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Michael💲| 0% Fees On CoinUp retweeted
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Michael💲| 0% Fees On CoinUp retweeted
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Michael💲| 0% Fees On CoinUp retweeted

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Michael💲| 0% Fees On CoinUp retweeted
This Halloween, Trick or Trade? 🎃 CoinUp Halloween Team Wars is on! Build or join a team, trade Futures and climb the leaderboard to win HUGE rewards! 🏆 Top 3 Trading Teams 👥 Top 3 Referral Teams 🎁 Halloween Lucky Draw Gather your team. Enter the battle Read more 👉 notice.coinup.io/hc/en-us/ar… Join Now 👉forms.gle/ubZz8wNwkKinvxiK6
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Michael💲| 0% Fees On CoinUp retweeted
The world runs on engineering—even when nobody notices. 🛠️
🤖 Made with AI
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Michael💲| 0% Fees On CoinUp retweeted
🌷🌺🌹Welcome to International Family Flowers Space🚀, Join, Vibes and stay active.🌿🌻🌸 xitter.cf/i/spaces/1DGleVldYOdJL

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Michael💲| 0% Fees On CoinUp retweeted
سکون بھی ہے مگر اضطراب کتنا ہے کسی کو چاہتے رہنا عذاب کتنا ہے اب عشق کر ہی لیا ہے تو پوچھتےنہ پھرو گناہ کتنا ہے اِس میں، ثواب کتنا ہے؟ مجھے تو اپنے سوالات ہی نہ یاد رہے یہ دیکھ کر کہ وہ حاضر جواب کتنا ہے جو سب کے سامنے ملتا ہے اجنبی کی طرح کسے پتہ وہ ہمیں دستیاب کتنا ہے xitter.cf/i/spaces/1DGleVldYOdJL

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Michael💲| 0% Fees On CoinUp retweeted

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Michael💲| 0% Fees On CoinUp retweeted
Earnings. Economic data. Market headlines. 📊 A new week brings plenty to follow. Make sense of the information with EchoAgent on Echobit. 💜 #Echobit #EchoAgent
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Michael💲| 0% Fees On CoinUp retweeted
☀️ GM, traders! Fresh coffee, fresh charts, and a whole new week to explore. ☕📈 What's the first thing on your watchlist today? 👀 Stay in the loop with Echobit! 💜 #Echobit #Crypto
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Michael💲| 0% Fees On CoinUp retweeted
🌍 Echobit WeeklyReports 2026/10/12 - 2026/10/18 Market moves, trending tokens, industry headlines, and the latest from Echobit. 👀 Catch up with Echobit Weekly Report. 💜 #Echobit #WeeklyReports
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Michael💲| 0% Fees On CoinUp retweeted
ना किसी को नाराज़ करके जियो,ना किसी से नाराज़ होकर जियो,जिंदगी बस कुछ पलों की है,सब को खुश रखोऔर सब से खुश होके जियो। xitter.cf/i/spaces/1AKEmvaBZelKL

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Michael💲| 0% Fees On CoinUp retweeted
Good morning, everyone ☀️❤️ May this new week bring us blessings, peace of mind, open doors, and success in all we do. May our hard work pay off, and may God guide and protect us throughout the week. 🙏🏽 Have a great and productive week ahead! 💯✨
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