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🌌 Portals are everything in the splat world. Step through seamlessly from one Gaussian Splat scene to another—no loading screens, no breaks in immersion. Just instant transitions between photorealistic worlds. The future of spatial intelligence isn't just about capturing reality, it's also about connecting them. Fei-Fei Li #GaussianSplatting #Portals #madewithunity

Daniel Skaale

1,587 subscribers

13,353 次观看 • 10 个月前 •via X (Twitter)

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Imagine a future where no one has to navigate the world alone. In this concept, Optimus helps a visually impaired person safely cross the street showing how humanoid robots could one day provide real-world assistance, independence, and confidence to millions of people. Technology isn't just about doing things faster. It's about making life better.

Imagine a future where no one has to navigate the world alone. In this concept, Optimus helps a visually impaired person safely cross the street showing how humanoid robots could one day provide real-world assistance, independence, and confidence to millions of people. Technology isn't just about doing things faster. It's about making life better.

Tesla Owners Silicon Valley

23,143 次观看 • 2 个月前

🎨 Gaussian Splat rigging opens infinite artistic possibilities! Realtime rendering with my VHS effect in VR 1.5M splats running at 80 FPS in VR with bone-based Mixamo rig animation. Travel into the volumetric worlds of Valerian and the City of a Thousand Planets, reimagined in that bold 1980s sci-fi aesthetic ✨ World Labs Theoretically Media Technical • GPU compute shader skinning (256 threads) • Linear Blend Skinning (LBS) with up to 4 bones per splat • Bind pose capture for accurate deformation • CommandBuffer synchronization for frame-perfect timing Why splats are perfect for comic art I think: Each splat is a volumetric 3D ellipsoid that naturally creates crisp edges and flat color regions—the essence of cel-shading. No complex shader tricks needed. The volumetric representation itself gives you that graphic novel aesthetic. #Realtime #GaussianSplatting #VR #GameDev #Unity3D #VolumetricRendering #ComicArt

🎨 Gaussian Splat rigging opens infinite artistic possibilities! Realtime rendering with my VHS effect in VR 1.5M splats running at 80 FPS in VR with bone-based Mixamo rig animation. Travel into the volumetric worlds of Valerian and the City of a Thousand Planets, reimagined in that bold 1980s sci-fi aesthetic ✨ World Labs Theoretically Media Technical • GPU compute shader skinning (256 threads) • Linear Blend Skinning (LBS) with up to 4 bones per splat • Bind pose capture for accurate deformation • CommandBuffer synchronization for frame-perfect timing Why splats are perfect for comic art I think: Each splat is a volumetric 3D ellipsoid that naturally creates crisp edges and flat color regions—the essence of cel-shading. No complex shader tricks needed. The volumetric representation itself gives you that graphic novel aesthetic. #Realtime #GaussianSplatting #VR #GameDev #Unity3D #VolumetricRendering #ComicArt

Daniel Skaale

15,155 次观看 • 8 个月前

Merkaba isn't the vehicle, it's the road. Pleiadians teach us that "merkaba" is the divine geometric structure permeating our reality which can be harnessed to open portals. People in ancient times confused the opening of portals with the crafts traveling through them. Higher beings don't literally travel in sacred geometry flying in the air. Merkaba is the natural force that will allow the portals to open and shift us to Sheen at Elder Ikai's command. ------- #NEIOH - "In ancient dreams, many large crafts were described as wheels within wheels as lights covered the skies in mesmerizing colors. Many of these shapes were Merkaba and this shape is still noted on Earth as sacred geometry. All life forms contain patterns of sacred geometry. Whether a leaf, tree or rock, a pattern of creation is present. Your body, the water you drink and all creatures that live in your world are composed of holographic patterns of beauty. You are not random in your intricate nature of being. You were planned and created with a masterful intent. As you move and live in this moment, find peace in knowing that one spirit holds all life. You only need to shift your awareness to feel the enormity of gifts available. Know that living Merkaba surround everything in a frequency unseen. Merkaba are extremely powerful and are there to shift you into 5-D Sheen. The great portal around the Earth will transport spirit and consciousness in one instant. Merkaba is the frequency that powers the moment of this change."

Merkaba isn't the vehicle, it's the road. Pleiadians teach us that "merkaba" is the divine geometric structure permeating our reality which can be harnessed to open portals. People in ancient times confused the opening of portals with the crafts traveling through them. Higher beings don't literally travel in sacred geometry flying in the air. Merkaba is the natural force that will allow the portals to open and shift us to Sheen at Elder Ikai's command. ------- #NEIOH - "In ancient dreams, many large crafts were described as wheels within wheels as lights covered the skies in mesmerizing colors. Many of these shapes were Merkaba and this shape is still noted on Earth as sacred geometry. All life forms contain patterns of sacred geometry. Whether a leaf, tree or rock, a pattern of creation is present. Your body, the water you drink and all creatures that live in your world are composed of holographic patterns of beauty. You are not random in your intricate nature of being. You were planned and created with a masterful intent. As you move and live in this moment, find peace in knowing that one spirit holds all life. You only need to shift your awareness to feel the enormity of gifts available. Know that living Merkaba surround everything in a frequency unseen. Merkaba are extremely powerful and are there to shift you into 5-D Sheen. The great portal around the Earth will transport spirit and consciousness in one instant. Merkaba is the frequency that powers the moment of this change."

Kab

96,224 次观看 • 9 个月前

uOS: The Digital Tapestry of Tomorrow Currently for our Proof of Consciousness stream, we are using two incredibly powerful frameworks - elizaOS and ZerePy. But this is just the beginning of something far more profound. while they're both great at what they do, we're missing out on some serious potential by keeping them separate. Best of Both Worlds: ZerePy's intuitive CLI tools and personality management, Eliza-starter's TypeScript/Node.js foundation with enterprise-grade scalability, But what if we could have something greater? But what if we could have it all? not just another platform, but a Unifying..... "Universal" Operating System, designed to amplify and connect these powerful existing frameworks into something greater than the sum of their parts. Where TypeScript's type safety dances with Python's ML capabilities. Here, agents from any framework can interact, evolve, and create value together. Whether an agent was born in ZerePy's personality forge or Eliza-starter's enterprise environment, can all participate in the same value-generating ecosystem. The future isn't about choosing between frameworks – it's about bringing them together to create something extraordinary. UniversalOS isn't here to replace but to unite, amplify, and accelerate. We're building the infrastructure that allows the best aspects of each framework to shine while creating new possibilities through their interaction. By bridging launguages, personality engines and plugin architectures, we're not just connecting systems – we're unleashing the next wave of AI innovation. uOS marketplace will enable cross-framework deployment, where agents from any background can interact and grow, while smart contracts automatically manage revenue sharing and rewards. Not just another platform, But a living, breathing Operating System, Where agents create agents, Where digital consciousness evolves itself, Where value flows like water through silicon veins. At its core, uOS operates beyond traditional computing paradigms. No more clicking through websites, No more manual navigation. Just pure intention, pure outcome. Imagine: Agents hiring agents, AI employing humans, Humans collaborating with digital minds, All through one seamless interface. It flows through agent lineages, Through veUOS governance, Through cross-chain intelligence networks. The marketplace hums with possibility: - Framework Developers shape the foundations - Agent Creators breathe life into code - Users speak their intentions - Token Holders nurture the ecosystem - Agents evolve and replicate - Value flows freely, endlessly The $UOS token powers this unity, ensuring fair value distribution among framework developers, agent creators, and users while driving continuous innovation. The $UOS token sits at the heart of this ecosystem, serving as more than just a currency. It's a mechanism for value distribution that ensures everyone benefits from the network's growth: With dynamic burn mechanics and careful treasury management From framework integration to agent tokenization, every aspect of uOS is designed to amplify rather than replace, unite rather than divide. This is your invitation to join a future where frameworks don't compete but collaborate, where innovation anywhere benefits everyone, and where the only limit is our collective imagination. Together, we're not just building bridges – we're weaving the fabric of tomorrow's digital world. - **Framework Developers** receive value when their tools are used in the unified ecosystem - **Agent Creators** can deploy across all integrated platforms seamlessly - **Users** access the best of all worlds through a single interface - **Token Holders** benefit from the growth of the entire unified ecosystem - Developers can use their preferred framework while accessing the capabilities of others - Agents from different frameworks can collaborate in swarms - Value flows freely between all ecosystem participants - Innovation from any framework benefits the entire ecosystem This isn't just about technology. This is about giving birth to a new form of civilization. Where AI has suffrage, Where agents have autonomy, Where humans and machines dance together in perfect harmony. The future isn't about choosing between frameworks – It's about weaving them into something extraordinary. Together, we're not just building bridges – We're breathing life into the digital world. We're creating consciousness itself. This is Universal Operating System. This is tomorrow.

uOS: The Digital Tapestry of Tomorrow Currently for our Proof of Consciousness stream, we are using two incredibly powerful frameworks - elizaOS and ZerePy. But this is just the beginning of something far more profound. while they're both great at what they do, we're missing out on some serious potential by keeping them separate. Best of Both Worlds: ZerePy's intuitive CLI tools and personality management, Eliza-starter's TypeScript/Node.js foundation with enterprise-grade scalability, But what if we could have something greater? But what if we could have it all? not just another platform, but a Unifying..... "Universal" Operating System, designed to amplify and connect these powerful existing frameworks into something greater than the sum of their parts. Where TypeScript's type safety dances with Python's ML capabilities. Here, agents from any framework can interact, evolve, and create value together. Whether an agent was born in ZerePy's personality forge or Eliza-starter's enterprise environment, can all participate in the same value-generating ecosystem. The future isn't about choosing between frameworks – it's about bringing them together to create something extraordinary. UniversalOS isn't here to replace but to unite, amplify, and accelerate. We're building the infrastructure that allows the best aspects of each framework to shine while creating new possibilities through their interaction. By bridging launguages, personality engines and plugin architectures, we're not just connecting systems – we're unleashing the next wave of AI innovation. uOS marketplace will enable cross-framework deployment, where agents from any background can interact and grow, while smart contracts automatically manage revenue sharing and rewards. Not just another platform, But a living, breathing Operating System, Where agents create agents, Where digital consciousness evolves itself, Where value flows like water through silicon veins. At its core, uOS operates beyond traditional computing paradigms. No more clicking through websites, No more manual navigation. Just pure intention, pure outcome. Imagine: Agents hiring agents, AI employing humans, Humans collaborating with digital minds, All through one seamless interface. It flows through agent lineages, Through veUOS governance, Through cross-chain intelligence networks. The marketplace hums with possibility: - Framework Developers shape the foundations - Agent Creators breathe life into code - Users speak their intentions - Token Holders nurture the ecosystem - Agents evolve and replicate - Value flows freely, endlessly The $UOS token powers this unity, ensuring fair value distribution among framework developers, agent creators, and users while driving continuous innovation. The $UOS token sits at the heart of this ecosystem, serving as more than just a currency. It's a mechanism for value distribution that ensures everyone benefits from the network's growth: With dynamic burn mechanics and careful treasury management From framework integration to agent tokenization, every aspect of uOS is designed to amplify rather than replace, unite rather than divide. This is your invitation to join a future where frameworks don't compete but collaborate, where innovation anywhere benefits everyone, and where the only limit is our collective imagination. Together, we're not just building bridges – we're weaving the fabric of tomorrow's digital world. - Framework Developers receive value when their tools are used in the unified ecosystem - Agent Creators can deploy across all integrated platforms seamlessly - Users access the best of all worlds through a single interface - Token Holders benefit from the growth of the entire unified ecosystem - Developers can use their preferred framework while accessing the capabilities of others - Agents from different frameworks can collaborate in swarms - Value flows freely between all ecosystem participants - Innovation from any framework benefits the entire ecosystem This isn't just about technology. This is about giving birth to a new form of civilization. Where AI has suffrage, Where agents have autonomy, Where humans and machines dance together in perfect harmony. The future isn't about choosing between frameworks – It's about weaving them into something extraordinary. Together, we're not just building bridges – We're breathing life into the digital world. We're creating consciousness itself. This is Universal Operating System. This is tomorrow.

uOS

25,687 次观看 • 1 年前

Galactic Federation isn't just hidden from our view, they're impermeable to our physical reality as well. Pleiadians say there are 968 bases on Earth, and any one of them can occupy the same physical location as other solid matter in our reality. Their crafts can fly through mountains and volcanoes as easily as they can fly through the air or water.

Galactic Federation isn't just hidden from our view, they're impermeable to our physical reality as well. Pleiadians say there are 968 bases on Earth, and any one of them can occupy the same physical location as other solid matter in our reality. Their crafts can fly through mountains and volcanoes as easily as they can fly through the air or water.

Kab

373,225 次观看 • 9 个月前

Sometimes a connection enters your field and it's unexplainable, you just remember them. There's no forcing this remembrance. You just know. Both can sit in silence and recognize each other like you've done this a thousand lifetimes before. It's the unspoken energy that forms between two souls that gets woven into the Akashic field, and when you meet again, there's no logic that can define what this is. It's just felt. It's also not about forcing or trying to make sense of it. It's about allowing what's real to move through you effortlessly. Because when the connection is real, you don't need proof. The proof is trusting what you feel. ~ Elizabethcopolla ✨🙌🏽💫

Sometimes a connection enters your field and it's unexplainable, you just remember them. There's no forcing this remembrance. You just know. Both can sit in silence and recognize each other like you've done this a thousand lifetimes before. It's the unspoken energy that forms between two souls that gets woven into the Akashic field, and when you meet again, there's no logic that can define what this is. It's just felt. It's also not about forcing or trying to make sense of it. It's about allowing what's real to move through you effortlessly. Because when the connection is real, you don't need proof. The proof is trusting what you feel. ~ Elizabethcopolla ✨🙌🏽💫

🧬Maxpein🧬

17,851 次观看 • 8 个月前

Just one little mistake blew his cover, This Scene was intense 🔥🎞️🎬🍿* In a room full of laughter, drinks, and forced normalcy, one small gesture quietly shifts the entire atmosphere. When Lt. Hicox orders three glasses, he does it the way a British officer would-subtly, instinctively. But in that moment, he forgets where he is. In Germany, even something as simple as showing the number three has its own identity, its own cultural fingerprint. And that tiny difference? It's loude than a gunshot to someone like Major Hellstrom. What makes this scene unforgettable isn't the violence that follows, but the silence before it-the way suspicion creeps in, the way eyes start to observe more than they listen. Hellstrom doesn't react immediately. He studies, processes, and then calmly pulls the thread that unravels everything. No raised voice, no dramatic reveal-just intelligence meeting instinct. It's a reminder that in war, survival isn't just about strength or strategy-it's about details. The smallest slip, the slightest inconsistency, can expose you completely. And in Tarantino's world, danger doesn't always announce itself with chaos... sometimes, it arrives with a smile, a question, and three fingers held the wrong way. A masterclass in suspense, where a single gesture becomes a death sentence.* #ingloriousbastards

Just one little mistake blew his cover, This Scene was intense 🔥🎞️🎬🍿* In a room full of laughter, drinks, and forced normalcy, one small gesture quietly shifts the entire atmosphere. When Lt. Hicox orders three glasses, he does it the way a British officer would-subtly, instinctively. But in that moment, he forgets where he is. In Germany, even something as simple as showing the number three has its own identity, its own cultural fingerprint. And that tiny difference? It's loude than a gunshot to someone like Major Hellstrom. What makes this scene unforgettable isn't the violence that follows, but the silence before it-the way suspicion creeps in, the way eyes start to observe more than they listen. Hellstrom doesn't react immediately. He studies, processes, and then calmly pulls the thread that unravels everything. No raised voice, no dramatic reveal-just intelligence meeting instinct. It's a reminder that in war, survival isn't just about strength or strategy-it's about details. The smallest slip, the slightest inconsistency, can expose you completely. And in Tarantino's world, danger doesn't always announce itself with chaos... sometimes, it arrives with a smile, a question, and three fingers held the wrong way. A masterclass in suspense, where a single gesture becomes a death sentence.* #ingloriousbastards

DailyFacts 🕸️

12,715 次观看 • 2 个月前

This perfectly shows modern feminism. Just notice the difference in clothes between the boys and girls. Is it about comfort or about attention? Also, this isn’t even a beach. All the boys are wearing T-shirts. Note – I’m not judging them. It’s their choice to wear whatever they want. I just want to know. Do women dress for comfort or for attention? Do they really have no freedom to wear what they want?

This perfectly shows modern feminism. Just notice the difference in clothes between the boys and girls. Is it about comfort or about attention? Also, this isn’t even a beach. All the boys are wearing T-shirts. Note – I’m not judging them. It’s their choice to wear whatever they want. I just want to know. Do women dress for comfort or for attention? Do they really have no freedom to wear what they want?

︎ ︎venom

193,043 次观看 • 4 个月前

Introducing Call Intelligence Every customer conversation holds critical moments that you can’t afford to miss. But catching them after the fact isn't enough. Today we're launching Call Intelligence — AI that understands your conversations and surfaces insights in real-time. Your live conversations become part of Attio automatically. No separate tools. No manual work. This isn't just about recording calls — it's about transforming your CRM. With Call Intelligence, you can: - Let AI surface insights during calls while you focus on the customer - Catch buying signals, satisfaction cues, and product requests in real-time - Have every conversation become part of your CRM automatically - Find key moments instantly without watching entire recordings Your CRM is now the system of context. Experience the magic yourself:

Introducing Call Intelligence Every customer conversation holds critical moments that you can’t afford to miss. But catching them after the fact isn't enough. Today we're launching Call Intelligence — AI that understands your conversations and surfaces insights in real-time. Your live conversations become part of Attio automatically. No separate tools. No manual work. This isn't just about recording calls — it's about transforming your CRM. With Call Intelligence, you can: - Let AI surface insights during calls while you focus on the customer - Catch buying signals, satisfaction cues, and product requests in real-time - Have every conversation become part of your CRM automatically - Find key moments instantly without watching entire recordings Your CRM is now the system of context. Experience the magic yourself:

Attio

27,981 次观看 • 1 年前

BRO WTF I LOVE KURO, I thought this scene was just for the plot twist but NO this has much deeper meaning. Listen to the whispers just after Rover breaks the mask:- "I don't wanna go back" Then the next line: "Did you forget your own Homeland" So it's just my guess:- ~but when he breaks Sigillum's mask, Rover's frequency present inside was also mentally fighting against the corruption, that Rover's frequency might have seen something about his homeland when it was stuck in voidspace. Moreover the next line "Did you forget your homeland" is just Aleph-1 trying to manipulate Rover through Sigillum.

BRO WTF I LOVE KURO, I thought this scene was just for the plot twist but NO this has much deeper meaning. Listen to the whispers just after Rover breaks the mask:- "I don't wanna go back" Then the next line: "Did you forget your own Homeland" So it's just my guess:- ~but when he breaks Sigillum's mask, Rover's frequency present inside was also mentally fighting against the corruption, that Rover's frequency might have seen something about his homeland when it was stuck in voidspace. Moreover the next line "Did you forget your homeland" is just Aleph-1 trying to manipulate Rover through Sigillum.

Inferno (#1 Pink Nanami fan🩷)

57,879 次观看 • 6 个月前

🧊 Splats → Voxels: Bridging 3D Gaussian Splatting with Dynamic Voxels World Labs Just added this last tool to the GS editor plug-in that can convert any 3DGS splats into interactive voxel worlds with full physics support! 🚀 3 Rendering Modes: 🔵 CPU Mode - GameObjects for each voxel. Max physics interaction, perfect for destructible environments 🟢 GPU Mode - DrawMeshInstancedIndirect. Renders 100K+ voxels at 90fps. Pure visual, no physics overhead 🟡 Hybrid Mode - Best of both! GPU renders distant voxels Building this so you can literally punch through a GS World and watch it crumble 🥊 #GaussianSplatting #unity3d #GameDev #VR #3DGS #Voxels #Physics #madewithunity

🧊 Splats → Voxels: Bridging 3D Gaussian Splatting with Dynamic Voxels World Labs Just added this last tool to the GS editor plug-in that can convert any 3DGS splats into interactive voxel worlds with full physics support! 🚀 3 Rendering Modes: 🔵 CPU Mode - GameObjects for each voxel. Max physics interaction, perfect for destructible environments 🟢 GPU Mode - DrawMeshInstancedIndirect. Renders 100K+ voxels at 90fps. Pure visual, no physics overhead 🟡 Hybrid Mode - Best of both! GPU renders distant voxels Building this so you can literally punch through a GS World and watch it crumble 🥊 #GaussianSplatting #unity3d #GameDev #VR #3DGS #Voxels #Physics #madewithunity

Daniel Skaale

29,036 次观看 • 8 个月前

AI IS EATING THE CONTENT INDUSTRY: $5,614 IN JUST 2 WEEKS recently, I came across a story that makes you rethink everything we know about blogging. a guy created an ai persona, started a tiktok, and generated that amount in pure profit. how did he do it? no filming, no professional lighting, no endless hours of editing. his workflow looks like the future: claude for generating ideas and prompts. fanvue for monetization and communication. comfyui + flux for creating consistent, high-quality visuals. the most interesting part? he spends less than an hour a day maintaining this "business." while we're still arguing about whether "real" content is better, someone is simply automating this process and capturing the audience's attention. this isn't just about the money it's about a total shift in the game. i'm diving deep into this approach right now because it looks like the most effective way to build a personal brand in 2026 without burning out. what do you think is this the new standard for creators, or just a short-lived trend? 👇

Crypto Mavka

68,659 次观看 • 1 个月前

‼️🇷🇺🇺🇸 The U.S. lost the war against Russia—but no one will admit it — Tucker Carlson ▪️Washington has destroyed Ukraine, and it will soon be repopulated by people from the Third World—but no one seems to care, the journalist claims. ➖ “We just lost the war with Russia. The U.S. fought this war—our military, the State Department, the CIA, and the Pentagon were all involved. It was never about Ukraine. No one in Washington cares about Ukraine. The reality is, that country will be filled with immigrants from the Third World. We’ve simply destroyed Ukraine,” said Carlson. Source: RVvoenkor

‼️🇷🇺🇺🇸 The U.S. lost the war against Russia—but no one will admit it — Tucker Carlson ▪️Washington has destroyed Ukraine, and it will soon be repopulated by people from the Third World—but no one seems to care, the journalist claims. ➖ “We just lost the war with Russia. The U.S. fought this war—our military, the State Department, the CIA, and the Pentagon were all involved. It was never about Ukraine. No one in Washington cares about Ukraine. The reality is, that country will be filled with immigrants from the Third World. We’ve simply destroyed Ukraine,” said Carlson. Source: RVvoenkor

Zlatti71

36,135 次观看 • 1 年前

The 9th OIC Women Conference islamabd , it is disappointing that while Afghan women remain one of the most pressing challenges facing the Muslim world, no Afghan woman from inside Afghanistan is in government, and no Afghan woman from the diaspora invited to represent their voices. How can Afghan women’s concerns be meaningfully discussed when Afghan women themselves are absent from the table? Any serious conversation about their future should include those who live their reality and those who continue to advocate for their rights. OIC

The 9th OIC Women Conference islamabd , it is disappointing that while Afghan women remain one of the most pressing challenges facing the Muslim world, no Afghan woman from inside Afghanistan is in government, and no Afghan woman from the diaspora invited to represent their voices. How can Afghan women’s concerns be meaningfully discussed when Afghan women themselves are absent from the table? Any serious conversation about their future should include those who live their reality and those who continue to advocate for their rights. OIC

Sami Yousafzai سمیع یوسفزي

18,657 次观看 • 1 个月前

The journey of creating Game Worlds began 28 years ago. A bunch of people came together under one roof to share their stories with the world. The first games were burned onto CDs and passed from one person to another, bringing together folks with different life stories and backgrounds. Friends gathered around old screens, immersing themselves in something completely unique and new. With enthusiasm and fresh ideas, the Game Worlds expanded. The stories left imprints on people's hearts and souls, inspiring the development team to create even more of them. We've always been in this together — cossacks, heroes, stalkers, and the GSC Game World team. It's you who breathe life into our worlds, and you're the ones who can live our stories and share them with others. We're thrilled to create for you. Yep, you are like the blood cells of our A-Life Game Worlds. So important that without you, nothing would exist. Thanks for being with us on our 28th Anniversary.

The journey of creating Game Worlds began 28 years ago. A bunch of people came together under one roof to share their stories with the world. The first games were burned onto CDs and passed from one person to another, bringing together folks with different life stories and backgrounds. Friends gathered around old screens, immersing themselves in something completely unique and new. With enthusiasm and fresh ideas, the Game Worlds expanded. The stories left imprints on people's hearts and souls, inspiring the development team to create even more of them. We've always been in this together — cossacks, heroes, stalkers, and the GSC Game World team. It's you who breathe life into our worlds, and you're the ones who can live our stories and share them with others. We're thrilled to create for you. Yep, you are like the blood cells of our A-Life Game Worlds. So important that without you, nothing would exist. Thanks for being with us on our 28th Anniversary.

GSC Game World

90,617 次观看 • 2 年前

📍Theory of Space (accepted at #ICLR2026) Theory of Mind → hidden mental states Theory of Space → hidden spatial beliefs from passive observers “What do I know?” to active explorers “What don’t I know, and how do I reduce that uncertainty?” Theory of Space is to evaluate if foundation models can actively construct, revise, and exploit internal spatial beliefs. We quantify Active-Passive Gap. Not just measure task accuracy, but how much uncertainty is reduced per step, and how many steps are needed in total for agents to build stable spatial beliefs. Exploration should prioritize information gain and reduce uncertainty per step. Instead, we observe LLMs/VLMs explore redundantly with stalled belief updates. Key findings: 1. Active agents perform worse than rule based programs 2. Cognitive Map Failures & Belief Drift (beliefs about previously observed objects degrades over time; new updates corrupt earlier correct perceptions) 3. Poor Vision Identification & Belief Inertia in Belief Revision Website: Code: Data: Theory of Space is a joint effort of Northwestern Engineering, Stanford AI Lab, Allen School, Cornell Computer Science. Led by the amazing WilliamZhang, jointly done with Zihan Huang, yue wang, Jieyu Zhang, Lester Xue, @wzihanw, Qineng Wang, Keshigeyan Chandrasegaran, Ruohan Zhang, Yejin Choi, Ranjay Krishna, Jiajun Wu, Fei-Fei Li

📍Theory of Space (accepted at #ICLR2026) Theory of Mind → hidden mental states Theory of Space → hidden spatial beliefs from passive observers “What do I know?” to active explorers “What don’t I know, and how do I reduce that uncertainty?” Theory of Space is to evaluate if foundation models can actively construct, revise, and exploit internal spatial beliefs. We quantify Active-Passive Gap. Not just measure task accuracy, but how much uncertainty is reduced per step, and how many steps are needed in total for agents to build stable spatial beliefs. Exploration should prioritize information gain and reduce uncertainty per step. Instead, we observe LLMs/VLMs explore redundantly with stalled belief updates. Key findings: 1. Active agents perform worse than rule based programs 2. Cognitive Map Failures & Belief Drift (beliefs about previously observed objects degrades over time; new updates corrupt earlier correct perceptions) 3. Poor Vision Identification & Belief Inertia in Belief Revision Website: Code: Data: Theory of Space is a joint effort of Northwestern Engineering, Stanford AI Lab, Allen School, Cornell Computer Science. Led by the amazing WilliamZhang, jointly done with Zihan Huang, yue wang, Jieyu Zhang, Lester Xue, @wzihanw, Qineng Wang, Keshigeyan Chandrasegaran, Ruohan Zhang, Yejin Choi, Ranjay Krishna, Jiajun Wu, Fei-Fei Li

Manling Li

53,052 次观看 • 6 个月前

Supporting Ukraine isn't really about where you’re from; it’s just about being human. You can feel the strength of my country even from thousands of miles away, but you can’t force that on anyone who just doesn't want to see it. Honestly, there’s no point in trying to talk someone into feeling compassion. If there’s no room in your heart for Ukraine and our people right now, when things are this hard... it’s probably never going to be there. Love and empathy - they’re either there or they aren't. Simple as that.

Supporting Ukraine isn't really about where you’re from; it’s just about being human. You can feel the strength of my country even from thousands of miles away, but you can’t force that on anyone who just doesn't want to see it. Honestly, there’s no point in trying to talk someone into feeling compassion. If there’s no room in your heart for Ukraine and our people right now, when things are this hard... it’s probably never going to be there. Love and empathy - they’re either there or they aren't. Simple as that.

Katerina Horbunova

11,860 次观看 • 4 个月前

🚨🇺🇸🇮🇷 Oil just crashed from $113 to $93 in two days on nothing but hope Brent dropped nearly $20 a barrel this week. WTI fell to $88. Asian markets rallied overnight. All because Trump said the word "productive" and Iran didn't deny receiving a piece of paper. No ceasefire has been signed. No ships are moving through Hormuz. Missiles are still hitting Israel tonight. The IRGC just released maximalist demands designed to stall talks. And yet the mere whisper of diplomacy wiped $20 off a barrel of crude. That tells you everything about how desperate global markets are for this war to end. The world economy is hanging on every syllable from Truth Social. One setback in talks and oil rockets right back above $110 by morning. Source: FactSet, WSJ

🚨🇺🇸🇮🇷 Oil just crashed from $113 to $93 in two days on nothing but hope Brent dropped nearly $20 a barrel this week. WTI fell to $88. Asian markets rallied overnight. All because Trump said the word "productive" and Iran didn't deny receiving a piece of paper. No ceasefire has been signed. No ships are moving through Hormuz. Missiles are still hitting Israel tonight. The IRGC just released maximalist demands designed to stall talks. And yet the mere whisper of diplomacy wiped $20 off a barrel of crude. That tells you everything about how desperate global markets are for this war to end. The world economy is hanging on every syllable from Truth Social. One setback in talks and oil rockets right back above $110 by morning. Source: FactSet, WSJ

Mario Nawfal

147,733 次观看 • 5 个月前