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$1.03B. That’s what AMI Labs just raised at a $3.5B valuation to build world models. And that tells you something about where AI is heading. We’ve spent years teaching AI to understand text, images and code. Now the goal is getting AI to understand the world itself. Think about a robot entering a warehouse. It doesn’t just need to know that a loading bay exists. It needs to understand where it is, how wide it is, what’s blocking it, what’s around it, and what has changed since the last time it was there. That requires a constantly updated picture of the physical world. And this is where I think @vangrid_io fits into the bigger picture. AMI Labs can build the model that learns how the world works. But where does that model get fresh, ground-level information about the world? Vangrid is building a network for exactly that. A buyer can request data from a specific location. A contributor goes there with a smartphone and captures the environment. Vangrid processes that footage into spatial information, objects, vehicles, structures, geometry and more. Faces and license plates can be blurred on the device, while the capture is fingerprinted and anchored on Base for provenance. So the whole process becomes: Need data → send someone there → capture the place → process the footage → verify the observation → deliver the data. And that’s the part I think people could underestimate. AMI Labs is putting serious capital behind the intelligence layer. Vangrid is working on the data layer that gives Physical AI a view of reality. Because you can build the smartest world model ever… but it still needs someone to show it what the world looks like today.

imagine asking an AI: “Is the road outside this school blocked right now?” It checks the internet. Maybe it finds an old post from three months ago. That’s not enough. Now imagine the AI could also ask someone nearby to capture what the road actually looks like right now. That’s where the @vangrid_io × @teneo_protocol partnership gets interesting. Teneo helps agents understand what’s happening online. Vangrid helps them understand what’s happening in the real world. So an agent could combine: What people are saying → Teneo What is actually there → Vangrid Think about a delivery robot trying to find its way through a busy city. It doesn’t just need information from the internet. It needs to know what the street looks like today. A blocked road. A new construction site. A changed entrance. A crowded path. That’s the bigger idea here: AI shouldn’t only be able to read the world. It should be able to check the world. Do you think this is something AI agents will eventually need by default?

are you that one crypto bro who always has an opinion on everything? “this coin is going to 100x” “this narrative is dead” “trust me, I know what I’m talking about” Then the call actually hits and suddenly: “I told you guys.” Now imagine your takes actually counting for something. That’s what I like about @voicecc. There are already opinions live that you can participate in, and there’s a snapshot coming in ~16 days. If you’re going to yap anyway, you might as well make your voice count. Go make your takes count, check link in comments 👇🏽

Would you trust a 3D map if you had no idea where it came from or who captured it? Probably not. And that becomes a much bigger problem when that data is being used to train or operate robots. That’s one part of @vangrid_io I find interesting. When someone captures a location with their phone, Vangrid fingerprints the capture and handles sensitive details like faces and license plates on the device before the data leaves. The resulting records can then be verified onchain. So a buyer isn’t simply handed a 3D file and told, “trust us.” There’s a trail behind the data. As more real-world data starts feeding robots and Physical AI systems, knowing where the data came from, when it was captured and whether it can be verified becomes just as important as the data itself. Good data matters. Knowing where it came from matters too.

$700 poker pool happening tomorrow, Thursday Zero buy-in🚨 @MineBitOfficial runs a $700 poker freeroll every Thursday at 2 PM UTC, and you don’t need to pay to enter. Just complete a few social quests to lock your seat. So basically, you can get a seat at a $700 poker table without putting up a buy-in. 🧵

i just enrolled for the @vangrid_io campaign on @NucleusCodes. I’ll be spending the next few days actually digging into what they’re building, using the product and sharing my experience along the way. For those hearing about Vangrid for the first time: Vangrid is building infrastructure for Physical AI, a decentralised spatial intelligence network that turns smartphones into a distributed network for collecting real-world 3D data. And this is becoming increasingly important. As robots and AI systems move beyond screens and into the physical world, they need massive amounts of real-world data to understand the environments they operate in. Vangrid is building around that problem. The network is already live, with activity that can be independently verified onchain. I’ll be sharing what I find as I go. Let’s see what they’re cooking.

i’ve been trading on @Bitbase_Ex for a while now, so when i saw what they’re running this month, i had to share it. they’re giving away an iPhone 18 Pro Max every day until Sept 18. winners are randomly picked from the leaderboard at 4am UTC. plus, there’s a $300K USDT prize pool on top. if you’re already trading, you might as well have something extra to chase while you’re at it. and if you’re not on BitBase yet, i’d say join in asap. 👉 bitbase.com/activity/futures…

there’s a pattern i’ve seen before in crypto… and i’m starting to see it again with @world_xyz. the way they’ve been interacting with their community lately reminds me a lot of what @sign did with the Orange Dynasty. SIGN didn’t just build users. they built believers, then rewarded those believers heavily for sticking around. if world is following a similar playbook, the people paying attention now might want to pay very close attention. I’m bullish btw