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more footage doesn't automatically mean better 3D data.
@vangrid_io takes a demand-first approach. a buyer names a specific place, funds the bounty, and reviews the capture before accepting the work. the approved submission then becomes a 3D model, with proof of capture recorded onchain.
i think the operator vetting matters here. a blurry clip or a capture from the wrong location can waste more than storage. it can make the final model useless for the person who paid for it.
the goal isn't to collect as many videos as possible. it's to deliver a reliable view of a place someone actually needs.
as physical AI develops, data quality and provenance will matter just as much as data volume.
would you trust a 3D model more when its capture was tied to a specific buyer request?
🤝 Paid partnership
𝗦𝘆𝗶𝗳 retweeted
the biggest advantage in a meme launch can come before the chart even moves.
Bitquery’s analysis of 8.2M Pump.fun launches found developer-linked wallets buying in the launch block in 21% of cases, with a median 10% of supply held by those wallets.
@zerufinance wants to test a different model with Activity Markets on Zaps. community activity helps shape when a coin spawns and who earns the right to buy. the design also removes the dev bag.
it’s a meaningful change in what a launch rewards: not just being fast, but having participated before the market opens.
Activity Markets isn’t live yet. you can connect your existing wallets and check your starting Zaps balance while you wait.
should launch access reflect community history, not just transaction speed?
the biggest advantage in a meme launch can come before the chart even moves.
Bitquery’s analysis of 8.2M Pump.fun launches found developer-linked wallets buying in the launch block in 21% of cases, with a median 10% of supply held by those wallets.
@zerufinance wants to test a different model with Activity Markets on Zaps. community activity helps shape when a coin spawns and who earns the right to buy. the design also removes the dev bag.
it’s a meaningful change in what a launch rewards: not just being fast, but having participated before the market opens.
Activity Markets isn’t live yet. you can connect your existing wallets and check your starting Zaps balance while you wait.
should launch access reflect community history, not just transaction speed?
𝗦𝘆𝗶𝗳 retweeted
more footage doesn't automatically mean better 3D data.
@vangrid_io takes a demand-first approach. a buyer names a specific place, funds the bounty, and reviews the capture before accepting the work. the approved submission then becomes a 3D model, with proof of capture recorded onchain.
i think the operator vetting matters here. a blurry clip or a capture from the wrong location can waste more than storage. it can make the final model useless for the person who paid for it.
the goal isn't to collect as many videos as possible. it's to deliver a reliable view of a place someone actually needs.
as physical AI develops, data quality and provenance will matter just as much as data volume.
would you trust a 3D model more when its capture was tied to a specific buyer request?
🤝 Paid partnership
𝗦𝘆𝗶𝗳 retweeted
a launch can attract a real community and still reward the people who contribute the least.
the $KIMCHI incident on October 20 showed how quickly linked wallets can extract value while everyone else is left reacting.
@zerufinance wants to change that with Activity Markets on Zaps. markets are designed to emerge from community activity, with access tied to prior trading or clan participation rather than simply racing to buy first.
it’s an interesting shift: participation becomes part of the launch mechanism, not just a way to build hype around it.
Activity Markets hasn’t opened yet, but you can already connect your existing wallets and check your starting Zaps balance.
should being part of a community count for more than being first to click buy?
a launch can attract a real community and still reward the people who contribute the least.
the $KIMCHI incident on October 20 showed how quickly linked wallets can extract value while everyone else is left reacting.
@zerufinance wants to change that with Activity Markets on Zaps. markets are designed to emerge from community activity, with access tied to prior trading or clan participation rather than simply racing to buy first.
it’s an interesting shift: participation becomes part of the launch mechanism, not just a way to build hype around it.
Activity Markets hasn’t opened yet, but you can already connect your existing wallets and check your starting Zaps balance.
should being part of a community count for more than being first to click buy?
𝗦𝘆𝗶𝗳 retweeted
an AI agent can now request a 3D capture of a real place through @vangrid_io
one API call creates the bounty. the agent pays in USDC through x402 on Base, and the job goes live without a manual signup process.
but the interesting part comes next.
a real person still has to visit the location, walk around with a phone, and capture what’s actually there. once the submission is accepted, the buyer gets the 3D model.
agents can process information all day, but they can’t physically walk into a warehouse or inspect a building.
now they can pay someone to do it.
if your AI agent could request one real-world scan today, what would you ask it to capture?
🤝 Paid partnership
an AI agent can now request a 3D capture of a real place through @vangrid_io
one API call creates the bounty. the agent pays in USDC through x402 on Base, and the job goes live without a manual signup process.
but the interesting part comes next.
a real person still has to visit the location, walk around with a phone, and capture what’s actually there. once the submission is accepted, the buyer gets the 3D model.
agents can process information all day, but they can’t physically walk into a warehouse or inspect a building.
now they can pay someone to do it.
if your AI agent could request one real-world scan today, what would you ask it to capture?
🤝 Paid partnership
𝗦𝘆𝗶𝗳 retweeted
a token can hit millions in market cap before most people even understand what they’re buying. then the hype disappears, and late buyers are left with the losses.
@zerufinance is exploring a different approach with Activity Fi, coming soon to Zaps. the idea is to make verified participation matter when a market takes shape, rather than making speed the only advantage.
ZeruAI already analyzes wallet behavior, zScore turns that history into a reputation signal, and Zaps gives connected wallets a starting points balance.
for now, Activity Fi isn't live. connecting your existing trading wallets and checking your Zaps is simply preparation, not a guarantee of market access or rewards.
i’m interested to see whether rewarding genuine participation can make launches feel less like a race to exit first.
🤝 Paid partnership
a token can hit millions in market cap before most people even understand what they’re buying. then the hype disappears, and late buyers are left with the losses.
@zerufinance is exploring a different approach with Activity Fi, coming soon to Zaps. the idea is to make verified participation matter when a market takes shape, rather than making speed the only advantage.
ZeruAI already analyzes wallet behavior, zScore turns that history into a reputation signal, and Zaps gives connected wallets a starting points balance.
for now, Activity Fi isn't live. connecting your existing trading wallets and checking your Zaps is simply preparation, not a guarantee of market access or rewards.
i’m interested to see whether rewarding genuine participation can make launches feel less like a race to exit first.
🤝 Paid partnership
𝗦𝘆𝗶𝗳 retweeted
a community hall in Wigan. a loading dock in Providence. a bus stop in Inverness.
people are getting paid to capture places like these on @vangrid_io , with individual bounties reaching hundreds or even thousands of dollars.
the process is surprisingly practical. someone requests a location, a nearby contributor records it with a phone, and the buyer reviews the capture before receiving the 3D model.
why does this matter? physical AI needs more than roads and satellite images. it needs the everyday spaces where people actually live and work.
Vangrid’s board shows how that demand can turn into paid capture jobs, with settlements running on Base or Arc.
the next useful dataset might come from somewhere nobody considers special.
what ordinary place in your area would you nominate for a 3D capture?
🤝 Paid partnership
a community hall in Wigan. a loading dock in Providence. a bus stop in Inverness.
people are getting paid to capture places like these on @vangrid_io , with individual bounties reaching hundreds or even thousands of dollars.
the process is surprisingly practical. someone requests a location, a nearby contributor records it with a phone, and the buyer reviews the capture before receiving the 3D model.
why does this matter? physical AI needs more than roads and satellite images. it needs the everyday spaces where people actually live and work.
Vangrid’s board shows how that demand can turn into paid capture jobs, with settlements running on Base or Arc.
the next useful dataset might come from somewhere nobody considers special.
what ordinary place in your area would you nominate for a 3D capture?
🤝 Paid partnership
𝗦𝘆𝗶𝗳 retweeted
a map can be accurate and still be out of date.
a warehouse gets rearranged. a loading bay changes. a building gains new access points. @vangrid_io lets buyers request a fresh capture of the exact place they need instead of relying on old imagery.
someone nearby records it with a phone. the capture gets fingerprinted, its proof can be anchored on Base or Arc, and a 3D model follows once the submission is accepted. USDC stays in escrow until the work is approved.
the useful shift is simple: spatial data can be requested when it’s needed, not just when a mapping crew happens to pass by.
the physical world keeps changing. our maps need a way to keep up.
a map can be accurate and still be out of date.
a warehouse gets rearranged. a loading bay changes. a building gains new access points. @vangrid_io lets buyers request a fresh capture of the exact place they need instead of relying on old imagery.
someone nearby records it with a phone. the capture gets fingerprinted, its proof can be anchored on Base or Arc, and a 3D model follows once the submission is accepted. USDC stays in escrow until the work is approved.
the useful shift is simple: spatial data can be requested when it’s needed, not just when a mapping crew happens to pass by.
the physical world keeps changing. our maps need a way to keep up.
𝗦𝘆𝗶𝗳 retweeted
most token launches reward whoever gets in first. everyone else risks buying someone else's exit.
@zerufinance is taking a different approach with Activity Markets on Zaps. the idea is to build toward a launch through real trading and clan participation, rather than letting a dev allocation dominate the starting line.
what caught my interest is the timing: activity before a market spawns can determine who gets the right to buy. being involved early matters, but not simply because you clicked fastest.
there’s no launch date yet, so this is preparation, not a live market.
connect your existing trading wallets, check your starting Zaps, and explore the clans before Activity Markets arrive.
🤝 Paid partnership
most token launches reward whoever gets in first. everyone else risks buying someone else's exit.
@zerufinance is taking a different approach with Activity Markets on Zaps. the idea is to build toward a launch through real trading and clan participation, rather than letting a dev allocation dominate the starting line.
what caught my interest is the timing: activity before a market spawns can determine who gets the right to buy. being involved early matters, but not simply because you clicked fastest.
there’s no launch date yet, so this is preparation, not a live market.
connect your existing trading wallets, check your starting Zaps, and explore the clans before Activity Markets arrive.
🤝 Paid partnership
𝗦𝘆𝗶𝗳 retweeted
meme launches used to bundle early, dump in minutes, and disappear the same day. @zerufinance is pointing the next one at verified activity instead.
the official line is simple. if you have been active onchain, that history already counts. Activity Markets on Zaps are the category. registration is soon. the board itself is not open yet.
that changes the useful move. you do not need a new farm wallet for a market that has not started. you connect the wallets you already trade from, sign a free message, and check the starting zaps that history unlocks. Zaps reads activity. it cannot trade or move funds.
the same update that made lifetime history count also weights real trading more, and inactivity or sybil behavior can cut the number. so the wallet you actually used is the one that matters.
when registration opens, the starting balance is already sitting there. until then, the action is just to look.
connect a trading wallet and check your zaps.
@zerufinance
𝗦𝘆𝗶𝗳 retweeted
most launches reward whoever arrives early. @zerufinance is exploring a different signal: the activity a wallet has built over time.
with Zaps, your existing onchain history can contribute to your starting balance. genuine trading activity matters more, while sybil behavior and inactivity can affect your score.
the interesting part is that you don't need to manufacture a new identity just to get started. connect the wallets you already use, sign a free message, and check your balance.
Activity Markets registration is still upcoming, so there’s no reason to treat the board as live yet.
sometimes the useful first step isn't farming harder. it's understanding what your wallet history already says.
🤝 Paid partnership
most launches reward whoever arrives early. @zerufinance is exploring a different signal: the activity a wallet has built over time.
with Zaps, your existing onchain history can contribute to your starting balance. genuine trading activity matters more, while sybil behavior and inactivity can affect your score.
the interesting part is that you don't need to manufacture a new identity just to get started. connect the wallets you already use, sign a free message, and check your balance.
Activity Markets registration is still upcoming, so there’s no reason to treat the board as live yet.
sometimes the useful first step isn't farming harder. it's understanding what your wallet history already says.
🤝 Paid partnership