bct.

Joined December 2024
The homepage splits into two buttons right at the top, enter grid and for enterprise Which is really the whole business model stated in four words Enter grid leads to the app download and the capture flow For enterprise routes toward the API and bounty posting instead A lot of DePIN projects bury that distinction somewhere in the docs, Vangrid puts it on the landing page before anything else @vangrid_io separating supply and demand into two front doors instead of one generic signup form reflects how differently a contributor and a buyer actually use this product
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Bounties on Vangrid settle in USDC, not the VAN token the network is built around Paying contributors in a token the project controls means payout value moves with speculation A stablecoin means someone capturing a street corner gets the same dollar amount regardless of what happens to VAN that week That separation keeps contributor income independent from whatever the market decides a new asset is worth before it even launches @vangrid_io still has VAN for other parts of the system, PTC points convert to it at TGE, but the part that has to work reliably today runs on USDC instead A lot of DePIN projects pay contributors in their own token from day one, tying take home pay to something that has not proven its price yet
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Grid events, captures, attestations, and active nodes all show up on the explorer People usually read them as one big pile of growth, they actually measure different things A capture is one recording from one contributor, a grid event is closer to a location getting touched or updated, one recording can trigger several grid events depending on what overlaps it Attestations sit at a different layer entirely, that number only grows when a batch gets bundled and anchored on Base, so it moves slower by design @vangrid_io counts active nodes as contributors still participating, not total submissions over time, someone who stopped months ago drops out of that count even though their past work stays on chain Reading these four side by side gives a fuller picture than any single number would alone
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Networks that capture video from phones all face the same question eventually What happens to the raw footage once someone records it Vangrid answers that by keeping the raw recording on the device entirely, only the reconstructed geometry and a provenance record move downstream to a buyer That design choice connects back to the fingerprinting and attestation work this network runs on Base, privacy sits built into the pipeline from the start A buyer approving a bounty submission is judging a 3D model against their brief, nothing closer to the original recording ever enters that decision @vangrid_io making this the default behavior is the detail worth noting, a user never has to remember to enable anything for it to apply
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The hourly chart on the Vangrid explorer shows something that would not exist if captures came from bots running on a timer, a dip in the middle of the week-long window, then a climb back up That pattern lines up with when people are actually awake and moving through cities, not a flat line or a suspicious spike at 3am every day @vangrid_io now shows 1,272,497 captures sitting on top of 2,580,524 grid events, both numbers climbing since this campaign started back when captures were around 832K Active nodes passed 453,379, and settlements crossed 620,309 USDC Anyone can pull up that same hourly breakdown themselves, a detail that would be hard to fake convincingly over a full week
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Noob, Ape, Wolf, Bull, Shadow, Alpha, Minted. Did not expect actual names attached to the seven MINT Status levels on @PlayOnMint thought it was just going to be Level 1 through 7. Status Zero sits below all of them, that is just the default once you register without staking anything yet. Noob is the first real level once a minimum stake gets hit. More than just stake amount changes per level. Reward rate goes up too. There is also a staking weight multiplier in the whitepaper, have not fully worked out what it does yet. Minted at the top sounds like it needs a lot locked in. No idea the actual number yet
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A bounty gets fulfilled, a capture gets verified, then what, a buyer still needs a way to actually pull that data into their own system Vangrid exposes it through what gets called an enterprise spatial API, the endpoint where attested captures become something a robotics or logistics company can query directly That matters more than it sounds, raw records on Base are not something a lot of engineering teams want to parse by hand @vangrid_io sits between the onchain layer and whatever application a buyer is actually building, translating attested captures into a format their system already expects The pipeline on the site lists four stages, privacy and provenance come first, then multi-view ingestion, with this API as the last step before a buyer ever touches the data
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Keep seeing the same XP reminder from @PlayOnMint so finally sat down to see how it fits with the daily drip XP used to be the only lever here. Now the daily drip runs alongside it, and that changes the math a bit XP grows with every session over time The daily drip resets every day, first 20 only Splitting attention between the two now Playing enough to keep XP moving, then trying to catch the daily window before the first 20 spots fill Timing it right is harder than it sounds, the window closes fast. Five days straight adds 1500 $MNTD on top, hard to ignore next to a few days of XP climbing Not sure yet which one pays off more by TGE
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The pipeline diagram from Vangrid shows something easy to miss The same block gets captured from several angles before it ever becomes a 3D model That overlap matters beyond reconstruction quality, multiple angles of the same spot are harder to fake consistently than a single frame would be Someone trying to submit a fabricated capture has to get several viewpoints to agree with each other geometrically @vangrid_io most likely added this step for reconstruction accuracy, and it ends up making verification harder to cheat as a result Thirty days in, that detail is worth remembering, the anti gaming problem for any DePIN network gets solved through small design choices like this, attestation alone would not catch a geometrically inconsistent fake
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Found a detail that was not in the whitepaper breakdown from before there is a daily drip on top of everything already covered First 20 people to wager $20 in a day on @PlayOnMint get 1200 $MNTD each Hit that five days straight and there is an extra 1500 MNTD streak bonus on top First come first served though, timing matters as much as the wager amount Also noticed XP stops mattering after TGE MNTD takes over as the thing that counts from there Was not treating this like a deadline until now Going to try the daily drip tomorrow morning instead of playing later in the day like usual
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The pick and place policy in this Axis demo was trained in simulation first, then moved onto a real arm @axisrobotics also describes the Lotus and Geely deal as sim to real, with one policy covering 500 to 800 parts The simulated expert learns first. A camera based policy is then trained from it Visual randomization is applied during that step Objects land in random spots on the table and the arm still finds them pi0.5 scores 88.8% on LIBERO Plus after pretraining on Axis Dataset V1, up from 83.9%
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Captures sat around 832K when this campaign started Now the grid update shows past 1,250,000 Users crossed 450,000 along the way, and USDC settled through the protocol passed $600K Attestation count grew slower in comparison, sitting at 4,700 That gap between the two metrics comes from batching, each attestation covers thousands of captures at once @vangrid_io posts numbers like this roughly every few weeks instead of running a live ticker, which makes it easier to actually compare one update against the last
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The airdrop countdown everyone on @PlayOnMint wants still has not gotten an actual date Been checking rank off and on without a real deadline to work against. A vague timeline makes it harder to plan sessions around No way to know if there is still weeks left or just days The whitepaper came with actual numbers, this graphic just has a vague coming soon At least referrals do not care about the missing date, XP from them keeps coming in That part keeps moving on its own, no countdown required Going to treat every day from here like the snapshot could be close Rather be early than get caught off guard by a sudden date
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The $AXIS release schedule changes at month 12 Until T+12, team and investor tokens stay fully locked. Everything circulating comes from the other buckets At TGE that is 165M tokens, or 16.5% of supply After the cliff, core team, Private A and Private B release the same amount every month I divided their 316.67M tokens by 24 months of vesting. That gives about 13.2M a month, my own math The chart from @axisrobotics reads near 400M circulating at T+12, and other buckets keep releasing after that Core team is about 6.3M of the 13.2M each month Private A adds about 4.1M and Private B about 2.8M The last tranche lands at T+35, when the chart shows the full 1B unlocked
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Fourteen people make up the core team behind Vangrid, based out of Amsterdam That is a small number next to the goal on the tin, spatial intelligence for a planet's worth of physical AI systems @vangrid_io closes that gap by not actually doing the capturing themselves, the pipeline and the attestation logic get built in house, contributors with phones supply the volume NVIDIA Inception backing suggests outside validation on the technical side, though an accelerator badge does not confirm the technology works at scale yet Worth watching whether a group this size can keep shipping verification improvements as fast as the capture count grows Infrastructure and contributor growth are not the same curve
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Did not realize there was an embedded wallet running under the account this whole time It runs on Privy, no seed phrase or external wallet app involved. Never got a wallet setup prompt. Turns out one was already there from the start, created the moment I signed up on @PlayOnMint This flips the usual onboarding friction for crypto platforms. Normally that means an extension, a seed phrase, a connect button before you even start. None of that applied Wallet in the background does not change the basics, strong password and 2FA still on me Never once needed MetaMask or anything like it
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Token incentives are good at getting contributors to show up, that part of DePIN is already solved The harder problem for any DePIN network is what happens once contributors realize they can game the reward Submit something that technically passes without actually capturing anything new Vangrid defense against that sits in what gets checked before a capture counts, fingerprinting tied to device and location, then a batch attestation on Base that is either valid or it is not That design choice is really a bet that a valid attestation is harder to fake than a believable scan @vangrid_io has not published how often submissions actually get rejected, which is the number that would tell you if the anti gaming side is holding up under real contributor volume Worth asking for that number directly rather than assuming the attestation count alone proves it
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Noticed there is a separate site just for the token side Went to check what it actually shows Turns out it is built specifically around $MNTD allocation breakdown, vesting details, and probably where staking happens once the token is live Gameplay and XP stay on the main platform This one is just for tracking the token itself The whitepaper breakdown from a couple days ago lines up with what is shown there, same percentages for staking, community, and treasury Splitting it this way avoids clutter on either side Mixing live betting with token dashboards on one page would get messy fast Still mostly empty for me right now since staking is not live yet on @PlayOnMint Bookmarked it anyway so I do not have to search for the link later
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Worked out the $AXIS sale price from the bonus table Axis posted A $100 commitment shrinks to $41.77 after pro rata, and that buys 417.67 tokens That comes to about $0.10 per token The $2,472 row gives the same answer, $1,032.49 buys 10,324.91 tokens The Sonar allocation is 10M tokens, so the real raise was around $1M, against $2.39M committed Pro rata was about 41.8%, so roughly 58% of each commitment was not filled At $0.10 a 1 billion supply puts fully diluted value near $100M at the sale For a $100 commitment, 208.70 tokens are available at TGE, 104.42 from the base unlock and 104.28 from the bonus Team and private rounds unlock nothing at TGE, so the 165M tokens that open at launch come from the other buckets @axisrobotics set the Kaito creator pool at 2.5M tokens, a quarter of the Sonar size I am one of the creators competing for it
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500k pre installed on jambo phones is a number i had not seen broken out separately before, always just saw the registered total mentioned 28k solana seeker phone installs listed as its own category too, not sure if those numbers overlap with the 600k or add on top of it no breakdown on how much of that 600k actually opened the app themselves on @sleepagotchi sleep coach listed as the one live feature again, same as every other version of this graphic still just checking my own numbers daily regardless of how the bigger totals get presented
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