Kızım uzun zamandır 3D yazıcı almak istiyordu bunu harçlıklarıyla yapması konusunda anlaşmıştık ve harçlıklarıyla İlk bir kaç filament bütçesini çoktan denkleştirdi. Geçen gün yaptığı resimlere bakarken bana: “Baba, sence bunları satabilir miyiz?” diye sordu. Ben de: “Deneriz.” dedim. İşte o deneme bu flood. 🧵👇

Week wrap-up after an intense week digging into the Physical AI data layer at @vangrid_io. As far as following the story, here are the three most important metrics to pay attention to: 1. Growth of live capture on explorer.vangrid.io 2. Scaling of spatial bounties in various metros 3. Interfacing with robotics and simulation systems Ground-truth data is the fuel for physical robotics. With no ground-truth data, world models are just simulations. Would be interested to hear from researchers and builders: what do you see as the major bottlenecks with physical AI data streams nowadays?

Üzgünüm ama en iyi isim bence bu :) @MindGames_AI @jesusislord

finger crossed

Double seated! Minted 2 Seats today and both have my name on them. Absolutely thrilled ,who’s joining my table? 🪑@themutualfun @Kingpickle

Why does crowdsourcing trump camera cars with specialized cameras for spatial data? 1. Frequency: The street in any city changes every week. The fleet comes once in 2 years. 2. Cost: No capital expenditure on hardware. We have more than 4 billion smartphones in the world. 3. Geo-precision: Mobile users will be able to capture pedestrian areas, interiors, and alleys that can never be captured by any vehicle. This combination of mobile capture with crypto proof on the Base platform from @vangrid_io brings us the bounty layer on demand. Set bounty by the Requester -> Capture spatial data by the Contributor -> Verification/Settlement through protocol.

The moon mission isn't complete without me @weirdcats_nft 🚀🐈 Hold the rocket, i'm joining the crew 😂🌕 weirdcats.xyz/r/Alphapandaet…

"Physical AI is the ChatGPT moment for robotics," Jensen Huang. "The main obstacle we face is the lack of training data," Fei-Fei Li. And Yann LeCun's AMI labs recently secured more than $1B investment for World Models. See the trend? All of the AI industry is shifting from generating text to embodied, spatial awareness. If your humanoid robot or delivery drone wants to make its way through alleyways of Tokyo or Paris, then it requires new depth data from that very same point. This is why @vangrid_io's "on demand capture" makes sense. "Cryptographically coordinated mobile crowd sourcing" = ground-truth data at scale.

The engineering constraints faced by the founding team of the nascent infrastructure will tell you everything. Check out who is driving @vangrid_io: • Robert Brighton, CEO, has extensive experience in Microsoft’s HoloLens and Quantum Computing divisions in Europe. He breathes Spatial computing. • Khalid Benrafik, CTO, has built high throughput systems at Booking.com, ING, and Mollie and worked with millions of users and over $1B volume. Also, not to forget that they are officially NVIDIA Inception program members from Amsterdam. This isn’t any random bunch that just switched to “AI” last month. This is about enterprise distributed systems engineering for spatial compute.

Tarihte kazanan tarafın yanında yer almak için asla geç değil. Bize katıl birlikte zafere yürüyelim 🔫🔥 (seçim konuması gibi oldu) modelcitizens.gg/bulls/alpha…

Sevgili @kalosfun severler, Degod ile likidite yaratmak isteyen eski günleri yadedelim diyenler tükenmeden alın.

Every Friday 🔔 🪑 @themutualfun

Top teams normally construct themselves in secrecy until they get their software up and running. @vangrid_io raised a $9M seed round in secret while building their perception grid, and only came out when the network was already in place. Here's who backed this thesis: - HashKey Capital - Animoca Brands - Borderless Capital - Crypto.com Capital - Gate Labs & Mapleblock When tier one consumer and infrastructure funds come together on Physical AI data, you'd better believe that what they're building is worth paying attention to. Infrastructure funding rounds like these aren’t following the retail crowd; they’re building rails for the next cycle.

Ring ring! 🔔 I'm on the line, baby! 📞 Just snagged the WL for the classic @PayphoneNFT . Ran out of phone cards, but we’re still connected

Too many AI protocols in Web3 are basically just pitch decks with tokens bolted to them. I prefer verifiable contracts. Looking at live activity for @vangrid_io today: • Hundreds of thousands of spatial captures already anchored on Base • Bounties being completed by actual users • Settlements of onchain protocol in USDC The apps are live since July, not “coming soon in Q3 2027.” When independent validation of provenance of captures is possible from explorer.vangrid.io, it means that the underlying infrastructure exists. This is what practical DePIN is all about.

Applied to the Claude Startups program for Waypeak about 2 weeks ago, still no word. I get that people abused the program, but I’m a real founder building a real product with Claude. Waypeak is commerce intelligence for Etsy, Amazon and Shopify sellers. Could someone take a look? 🙏 waypeak.io @claudeai @alexalbert__ @mikeyk