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🌍 Mainnet World Crashes Into Craft World! Mainnet World is already alive across the chain… …but now it’s about to burst into Craft World for a limited-time event. Dynos promised to behave… then: 🔥 5 lanterns up in smoke 🦖 “Head of Dyno, Protector of Snacks” 🥊 Ronin Monke...

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AI Is Moving Beyond “Generating Videos” — Toward “Generating Worlds” Over the past two years, AI video models have advanced at an astonishing pace. From Runway and Pika to Sora and Veo, AI-generated videos have become increasingly realistic and more consistent with the physical laws of the real world. Many people believe the next objective is simply to generate videos that are longer, sharper, and more lifelike. But if we take a step back, we can see that the real transformation is not happening in video itself. It is happening in world models. What Is a World Model? In 1943, psychologist Kenneth Craik proposed an idea that would influence artificial intelligence research for decades. He argued that the human brain does not merely react to the outside world. Instead, it maintains an internal model of how the world works. Because we have this internal model, we can predict the outcome of an action before we actually take it. Before crossing a road, we estimate whether a car will pass by. Before catching a ball, we predict its trajectory. These abilities come from continuously simulating the world in our minds, rather than relying entirely on trial and error. This idea later became known by a more formal term: World Model. A world model does not describe a single image or a fixed video clip. It is an internal representation capable of continuously simulating the rules and dynamics of the real world. Why Is AI Research Turning Toward World Models? Because predicting “what comes next” is becoming increasingly central to how AI systems work. Language models predict the next token. Image models predict the next step in the denoising process. Video models predict the next frame. A world model, however, attempts to predict something broader: What should the world look like in the next moment? In 2018, David Ha and Jürgen Schmidhuber proposed in their paper World Models that an intelligent agent could first learn a model of the world, and then use that internal model to plan its actions. The Dreamer series later demonstrated that many complex tasks could be learned by training agents inside an “imagined world.” At the same time, the development of video models such as Sora and Veo led researchers to another realization: A model capable of continuously generating video has already learned, at least implicitly, many of the rules governing the real world. As a result, these two research directions have gradually begun to converge. But Video Is Not Yet a World This is where the distinction is often misunderstood. For a world model to support meaningful real-time interaction, it must solve several critical problems. Most video models today are essentially answering one question: What should the next frame look like? A true world model needs to answer much more: What happens if I take one step forward? If I walk behind a building and then return, will the building still be there? If I suddenly change the camera angle, will the entire space remain consistent? If I enter a command such as: “Summon a dragon.” Will the world respond immediately? In other words, a world model must do more than generate content. It must understand space. It must understand time. It must understand causality. And it must understand interaction. Moving from watching to participating is where the real difficulty of world models begins. World Models Are Entering the Interactive Era One of the latest attempts in this direction is Alaya World, recently open-sourced by Alaya World, or Alaya Lab. Instead of generating a fixed video clip, it generates a world that users can explore in real time. Users can begin with text, an image, or a video, enter the generated scene, move freely through it, and introduce new prompts at any moment during generation. The world responds immediately. According to the publicly released information, Alaya World provides: Real-time streaming generation at 720p and 24 FPS Stable continuous exploration for more than one minute The ability to switch prompts and trigger skills or events during generation Model weights and inference code released under the Apache 2.0 License Training code and datasets planned for future release What makes these capabilities important is not simply the technical specifications. It is that the generated “world” can now support continuous interaction. The official demo shows that users can genuinely control, transform, and explore the generated environment. AI Is Evolving From a Tool Into an Environment Over the past few years, most discussions around AI have focused on content generation. Generating text. Generating images. Generating videos. But world models raise a fundamentally different question: Can AI generate an environment that people can inhabit, explore, and continuously evolve? If the answer is yes, the impact will extend far beyond video generation. Game development, robotics training, embodied intelligence, digital twins, virtual production, and many other fields could be transformed by the development of world models. World models are still at a very early stage. Yet from Craik’s proposal of an internal mental model more than eighty years ago to the emergence of today’s interactive world-generation systems, a clear evolutionary path is beginning to take shape. Perhaps what AI is ultimately learning has never been limited to images, videos, or language. Perhaps it is learning the world itself. References GitHub: Technical Report:

雪踏乌云

113,347 görüntüleme • 1 ay önce

The architecture of this new world model is one of the most interesting things I've seen lately: Let me first explain how most world models work: They predict and render one frame at a time. If you are navigating in one of these worlds, and you look left, the model draws whatever looks right in the moment. Every time you change your viewpoint, the model has to imagine what should be there again, so it's very common for these models to "forget" what's in the world. For example, if you put a toy on the table, look away, then look back, the toy might not be there anymore. Tripo AI is releasing its Project Eden model, which works very differently: The model builds the world first, and then renders it based on that map. That map holds the real state of the world: the geometry, every object, where things are, what's already happened. The picture you see on screen gets generated from the map. This architecture flips the whole thing. Now, you get the following: 1. The world stops forgetting. Leave, come back, and the toy is still on the table because it lives in the map, not in the last frame you saw. 2. You can edit the world, and those changes persist for anyone who enters later. 3. Multiple people and AI agents can coexist in the world and see it from different perspectives. This is early research, but it's looking really promising. They just raised nearly $200M across two rounds to build it out. Tripo will be at SIGGRAPH 2026 (July 19–23, Los Angeles Convention Center). If you work in 3D, embodied AI, simulation, or anything spatial, go connect with them there.

Santiago

30,244 görüntüleme • 2 ay önce

This week is already so hot. 🔥 Massive release from Decart : Lucy 2.0 a World Editing Model running at 1080p, 30FPS in realtime. This is truly exciting, the era of real-time generative reality is here. We are moving from watching AI video to living inside AI video. A breakthrough model capable of transforming the visual world in real-time. Moving beyond offline rendering, Lucy 2.0 delivers high-fidelity 1080p video generation with near-zero latency. Lucy 2.0 literally "redraws" the entire world pixel-by-pixel, while you are watching it. e.g. If you want to be an anime character, it doesn't just put a mask on you. It turns your skin into anime skin, your hair into anime hair, and the lighting in your room into anime lighting. Lucy 2.0 is also trained to stop the generated video from slowly falling apart over time, so the same stream can run much longer without faces and details drifting. So why is this a "Massive Deal"? Traditional AI video-generation model takes a prompt, you wait 10–20 minutes, and the computer "bakes" a video for you. You couldn't touch it or change it while it was happening. But Lucy 2.0 works like a mirror. It happens in real-time (30 frames per second). There is no waiting. You move your hand, the AI character moves its hand instantly. The craziest part isn't the visuals; it's the physics. Usually, AI hallucinations are glitchy—hands merge into faces, walls melt. Lucy 2.0 understands how the world works without being told. It knows that if you take off a helmet, there is hair underneath. It knows that if you splash water, droplets fly. It learned "physics" just by watching millions of videos. The physical behavior you see emerges from learned visual dynamics, not from engineered geometry or explicit physics engines. Their official technical report explicitly states that the model does not use traditional 3D engines, depth maps, or wireframes. It is a "pure diffusion model."

Rohan Paul

12,761 görüntüleme • 7 ay önce

Jeff Bezos just described the era you are living in. It sounds nothing like what you have been told. Bezos: “The world is so interesting right now. We’re in multiple golden ages at once.” Not one golden age. Multiple. Simultaneous. Overlapping. Bezos: “I think there’s never been a more extraordinary moment to be alive.” He was not being poetic. He was being literal. For the entire history of civilization, humanity got one revolution at a time. Fire. The wheel. The printing press. Electricity. The transistor. One breakthrough. Then centuries of silence before the next. That pattern just shattered. Artificial intelligence. Space access. Gene editing. Energy storage. Quantum computing. Five revolutions running inside the same decade. That has never happened before. Not once in ten thousand years of recorded progress. And the story being sold to you every single day is that everything is falling apart. That the future is something to survive. That the best days are behind you. The people closest to the actual technology do not believe a single word of it. They are not debating whether the world is ending. They are too busy building the next one. Fear is the most profitable product on Earth. It moves faster than any breakthrough ever will. The greatest concentration of technological revolutions in human history is unfolding right now. Most of the world is too busy arguing about which version of collapse to believe in to notice. Bezos did not say a golden age might be approaching. He said you are already standing inside several of them. The gap between that statement and what you currently believe about the world is the most expensive blind spot of your lifetime. You were not born at the end of anything. You were born at the exact point where the entire curve bends upward. That does not happen twice.

Dustin

21,007 görüntüleme • 4 ay önce

Lionel Messi reacts to Gianni Infantino’s plan to sell stakes in the FIFA World Cup: 🗣️ “I understand the intention. FIFA wants to create a dedicated commercial company, keep majority control, and use the money raised to give more support to the national associations — higher Forward payments and a one-off amount for special projects. On paper, that sounds like it could help smaller federations. But I share the concerns that UEFA has expressed, and I also pay attention to what the players’ side is saying. When you turn the commercial rights of the World Cup and other major competitions into something that private investors can buy into, even as a minority, you change the incentives. The pressure to grow revenue and deliver returns can start to influence decisions about the calendar, the format, and how much the players are asked to play. FIFPRO has already pointed out that this risks reshaping the competitions players work in. That is not a small detail. We already have a very demanding schedule. Adding commercial pressure on top of that needs careful thought. I believe football’s biggest competitions should remain protected from pure financial logic. Development funding is important — every association should have the resources to grow the game. But the method matters. Selling even a minority stake in the commercial side of the World Cup creates a different relationship with the sport’s most important tournament. UEFA is right to be cautious. This is not a simple funding decision. It is a structural change. I hope the member associations take the time to examine the long-term consequences carefully, not only the short-term money on the table. The World Cup has to stay special. That is more important than any valuation.

Vfynn_🥷🏼 𐙚

221,381 görüntüleme • 1 ay önce

[PROJECT II: NYC BILLBOARD] DUSTBIA IN TIMES SQUARE 💞 Today, we’re lighting up your day with a dream turned reality. We are beyond proud to announce our Project II: DustBia in Times Square ✨ YES, IT’S REAL. YES, IT’S HAPPENING. Because what Dustin and Bianca have created is not just a moment, it’s a movement. And it’s time the world sees it too. From quiet beginnings to massive waves of love, DustBia has grown into a symbol of authenticity, joy, and connection. This billboard is more than just lights and screens it’s a message to the world: real love, real people, and real stories deserve to shine. To our Dustin Yu and Bianca De Vera, You’ve touched lives and hearts far beyond what you can imagine. You’ve inspired us to believe again— in kindness, in magic, and in each other. This is for you. We see you. And now, the world will too. 💫 And to our fellow Cheffies, this moment wouldn’t exist without you. This billboard is yours, too. It’s our shared heartbeat. It’s a tribute to the community we’ve built. A fanbase that’s rooted in love, kindness, and the joy of believing together. To our titas’ admins behind this project, your dedication was the backbone of this achievement. Your drive and belief in DustBia turned vision into reality. I’m proud to have built this with you. Special thanks to @intodusyuu, your skills and patience brought the video to life. Thank you for sticking with us through every revision and for giving your best every time. To our kind friends based in NYC, thank you so much for making time and for capturing this. 💖 This will be up every 45th minute of every hour. US TIME: JUNE 8 — starting 12:45AM to 11:45PM PH TIME: JUNE 8 — 12:45PM to 11:45 PM — This is more than a project. It’s a milestone. And the best part? We’re only just getting started. With love, TITAS 💜 DUSTBIA DUO BILLBOARDS #OneBillionViewsDustBia

TITAS OF DUSTBIA OFFICIAL

203,644 görüntüleme • 1 yıl önce

🚨🗣️New: Luis Suárez reacts to Uruguay’s arrival in the United States for the World Cup, where the squad faced sniffer dogs and rigorous security checks: “I’ve been in football a long time, and I’ve seen tournaments all over the world. But what we’re witnessing here with the USA hosting this World Cup is deeply concerning. Take the Uruguay team arriving — world-class players like Manuel Ugarte, standing there with arms folded, looking utterly bewildered as sniffer dogs go through their bags like they’re common criminals. That image says it all. These are ambassadors of the game, not suspects at the border. This isn’t hospitality; it’s humiliation dressed up as security. You’ve got a Somali referee, one of Africa’s best, denied entry despite a valid visa — a man who dreamed of officiating at the pinnacle of his career, turned away at the airport. African and South American delegations facing extra screenings, visa chaos for fans and officials from qualified nations. This is the ‘land of the free’ rolling out the red carpet? It feels more like a fortress with razor wire. The beautiful game deserves better than being turned into a political football or a paranoid checkpoint. FIFA chased the dollars — and there are billions to be made, no doubt — but they’ve sold the soul of the tournament to a host that treats global football stars and supporters like potential threats. Meanwhile, American taxpayers and host cities are left holding a bill running into hundreds of millions for security and logistics that FIFA largely pockets. Football has always been about unity, passion, and bringing people together across borders. Right now, under this hosting, it’s being strangled by suspicion and overreach. The world is watching these scenes and cringing. If this continues, it risks leaving a bitter taste that lingers far longer than any on-pitch glory. We needed a celebration of the game — not a showcase of division. Something has to change.”

Vfynn_🥷🏼 𐙚

703,341 görüntüleme • 2 ay önce