Language models already process text at scale. Robots still struggle with the places they actually have to move through. @vangrid_io is testing a practical way to close that gap. An agent can describe a specific location, lock a reward in USDC, and have someone nearby film it with a phone. The clip is fingerprinted at the moment of capture and later anchored on Base. ➡ Demand comes from the agent or requester. ➡ The physical work is done by a person already on the ground. ➡ Provenance stays checkable instead of relying on a central claim. What interests me about @vangrid_io is how cleanly it separates the two sides. Agents handle the request and payment. Humans supply the presence and local detail that cannot be scraped. The useful question is whether this produces data accurate enough for real systems to trust.

Bitquery looked at 8.2 million pumpfun launches. 21 percent had developer linked wallets buying in the first block with a median 10 percent of supply. Those wallets and bundled buyers later made 579 million dollars after fees on the tokens they sold. The people who showed up after that mostly got the chart. @zerufinance is testing the reverse with Activity Fi on Zaps. Activity Markets spawn coins from existing community activity instead of a speed race. There is no developer bag. Wallets that already traded or sat in a clan get the right to buy. Your older onchain history can already give you a starting zaps balance for the planned airdrop. Wash trades and sybil patterns are filtered out. Connect the wallets you use today and see what your past activity unlocks. app.zaps.wtf/?invite=KnQVdKD…

Most meme launches still reward the same thing: being early and having the right wallets in the first block. Data from thousands of launches keeps showing the pattern. Developer linked wallets and bundled buyers grab supply early, sell into the attention, and leave later buyers holding the bag. @zerufinance is testing a different starting point with Activity Fi and Activity Markets on Zaps. Instead of pure speed, verified onchain activity and wallet history help decide who gets a place. Your past trades can already count toward a starting balance. Wash trades and sybil patterns get filtered. Qualifying activity keeps adding after that. Connect the wallets you already use and check what your history unlocks for the planned airdrop. Join Here :app.zaps.wtf/?invite=KnQVdKD…

A DePIN project becomes more interesting when you can check what the network is actually doing. @vangrid_io already has a live spatial data network, where its explorer and bounty dashboard let you inspect network activity. Buyers can request captures of specific locations, contributors record them using smartphones, and the footage is reconstructed into 3D assets. USDC escrow connects bounty requests with payments. This gives Vangrid a practical use case beyond the Physical AI narrative: connecting demand for real world spatial data with people who can collect it. Explorer➡️: explorer.vangrid.io Live data➡️: data.vangrid.io @vangrid_io next challenge is scaling reliable data collection for real world applications.

Most projects announce buybacks and then nothing happens. @grvt_io actually finished one. 1.1 million $GRVT was bought on the open market and permanently burned, removing close to 1% of circulating supply. What stands out more than the number is the verification. An independent partner handled the purchase, and the public dashboard shows the exact amounts, circulating supply percentage, cumulative burns, and transaction hashes. Anyone can check it without trusting a screenshot. Further buybacks are intended monthly but stay discretionary. This completed step is the first of five announcements leading to Grvt 2.0. I’m watching Stable Funding Perps the closest. Zero trading fees on stocks, FX, commodities, and indices with once-daily funding opens a wider range of markets from the same self-custodial account. @grvt_io

Most airdrop and points systems still treat every wallet the same until the moment you connect. Your actual history gets ignored. @zerufinance Zaps does the opposite. It reads the trading activity already in your wallets and assigns a starting balance from that past record. Real trades keep adding after that. Wash trades and sybil patterns get filtered. You can link multiple wallets so the history adds up. Clans let groups track their combined activity in one place. Higher balances also sit on the path toward the Zerus freemint whitelist criteria. The only required step right now is connecting the wallets you already trade from and checking the number. @zerufinance

Most projects in this space are still explaining what they plan to build next year. The ones that already have something running tend to stay quieter. @vangrid_io has had both the web and Android products live since July. Phones are being used to capture ground level data from specific places on demand. Those captures get anchored on Base so anyone can check the activity on the explorer. The team is based in Amsterdam. The CEO previously worked with Microsoft’s Quantum and HoloLens groups in Europe. The CTO spent years building high throughput systems at Booking.com and ING. Activity is public. You do not have to take anyone’s word for it. @vangrid_io

Hello guys, @grvt_io just completed its first $GRVT buyback and burn. 1.1 million tokens were purchased on the open market and permanently destroyed, removing close to 1% of circulating supply. Unlike tokens sitting in a treasury wallet, burned tokens cannot be recovered or sold later. @grvt_io used an independent execution partner, and the public dashboard lets anyone verify the amounts, circulating supply percentage, cumulative burns, and transaction hashes. Further buybacks are intended monthly but remain fully discretionary. This completed action starts the series of announcements leading to Grvt 2.0. The feature I’m most interested in is "Yield as Margin". Being able to use Earn balances as trading margin while they continue earning is a practical step toward better capital efficiency on the platform. @grvt_io.

What if the next meme launch starts with verified activity, not just hype? That’s the idea behind ActivityFi. @zerufinance is exploring Activity Markets, where real onchain activity could help communities shape the next wave of speculative assets. Your past trades may already count toward your starting Zaps balance. My dashboard shows 567 zScore, 92 Zaps and $28K in volume. There’s also a $50K Ditto trading competition featured in the Zaps ecosystem. Check the current rules and eligibility before joining. Connect your existing wallet and check what your history unlocks 👇 app.zaps.wtf/ More updates from @zerufinance .

Robots and world models still struggle with one basic problem: they don’t have enough real-world data. You can’t scrape a warehouse, a stairwell, or a loading bay from the internet. These places need to be captured on the ground. @vangrid_io is building the infrastructure for that. They’re turning ordinary phones into a distributed capture network so specific locations can be mapped on demand, with onchain provenance. The product has been live since July. Captures are anchored on Base. Activity is verifiable. $9M raised. Amsterdam-based. NVIDIA Inception member. @vangrid_io

Launching a token takes minutes. Building a market that lasts is much harder. @zerufinance analysed 3,374 token launches and found: → Only 34 graduated organically a 1.01% graduation rate. → 16.2% had bundled buys in the token-creation block. → 68.7% of developers started selling within five minutes. → Across 399 Clanker launches, day-one transfers appeared in 7.5%, falling to just 0.8% by day 30. @zerufinance highlights what matters most: wallet ownership, developer activity, liquidity, and whether trading continues beyond launch.

Requesting a 3D model with @vangrid_io is straightforward. → Buyers post a bounty with USDC. → Contributors capture the requested location on their phones. → Buyers review a watermarked preview before accepting. → Once accepted, the capture is turned into a 3D model. Payments are handled through onchain escrow on Base or Arc. Vangrid verification for CoinMarketCap. Ticket ID: 1467663 Explore: data.vangrid.io