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This isn’t a chat overlay, it’s a true multimodal agent. It has the brand-new Snapdragon 8 Elite Gen 5 with 16GB RAM, so it can push a lot of the agentic workload on-device. Here I take a picture of a NIO battery swap station and ask, “What is this... show more

Taylor Ogan

39,327 subscribers

46,534 views • 7 months ago •via X (Twitter)

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Here you see the cloud + on-device split very cleanly. Doubao handles the semantics: from a single hotel entrance photo it figures out which hotel this is, that I want to book tonight, and that it will need to check the hotel’s pet policy. Then ZTE’s 7B Nebula-GUI model (a vision model trained to understand screens) running locally on the Snapdragon 8 Elite drives the UI like a human: it picks Ctrip app, opens it, fills in dates, finds cheapest rate, reads the hotel policy on pets, and informs me I can bring a dog.

Here you see the cloud + on-device split very cleanly. Doubao handles the semantics: from a single hotel entrance photo it figures out which hotel this is, that I want to book tonight, and that it will need to check the hotel’s pet policy. Then ZTE’s 7B Nebula-GUI model (a vision model trained to understand screens) running locally on the Snapdragon 8 Elite drives the UI like a human: it picks Ctrip app, opens it, fills in dates, finds cheapest rate, reads the hotel policy on pets, and informs me I can bring a dog.

Taylor Ogan

41,355 views • 7 months ago

#NIO #ElectricVehicles #ev NIO In Sweden i asked a friend to drive the Nio ET7 to the swap station; so i could film the smooth battery swapping. It is the greatest thing of all! Well done Nio!

#NIO #ElectricVehicles #ev NIO In Sweden i asked a friend to drive the Nio ET7 to the swap station; so i could film the smooth battery swapping. It is the greatest thing of all! Well done Nio!

Marnix_B.

78,781 views • 3 years ago

“It’s not a generic agent. It’s your agent, with your values. With a soul.” Peter Steinberger 🦞 on why OpenClaw🦞 isn't a normal agent: “What really sets it apart is the ideas baked into it. When you start it, there’s a bootstrap process where you tell it what it is. It role-plays with you. That’s how it becomes yours.” “It’s not a generic agent. It’s your agent, with your values. With a soul.” “You don’t type into a black box in a terminal. You use it from the channels you already know. It has access to your computer. It handles compaction automatically.” "It’s more like a friend. Or a ghost.” “And it can work independently. It has a heartbeat.”

“It’s not a generic agent. It’s your agent, with your values. With a soul.” Peter Steinberger 🦞 on why OpenClaw🦞 isn't a normal agent: “What really sets it apart is the ideas baked into it. When you start it, there’s a bootstrap process where you tell it what it is. It role-plays with you. That’s how it becomes yours.” “It’s not a generic agent. It’s your agent, with your values. With a soul.” “You don’t type into a black box in a terminal. You use it from the channels you already know. It has access to your computer. It handles compaction automatically.” "It’s more like a friend. Or a ghost.” “And it can work independently. It has a heartbeat.”

Forward Future

34,201 views • 6 months ago

#THESTANDARDPOPxGirlRulesSeries #น้ำตาลฟิล์ม #NamtanFilm ❤️‍🩹: Film’s topic is about finances. Money talk… Q: What is the most useless thing you’ve recently bought? ❤️‍🩹: I don’t even want to look at it as "useless" at all. It actually has a hidden meaning and a lot of passion behind it. But what was that thing again? The one Film told Phi.. about? 🤍: It’s… It’s a model. ❤️‍🩹: It’s a Skullpanda model that collaborated with Van Gogh. I felt like I really wanted to collect it, even though the price was incredibly high😋

#THESTANDARDPOPxGirlRulesSeries #น้ำตาลฟิล์ม #NamtanFilm ❤️‍🩹: Film’s topic is about finances. Money talk… Q: What is the most useless thing you’ve recently bought? ❤️‍🩹: I don’t even want to look at it as "useless" at all. It actually has a hidden meaning and a lot of passion behind it. But what was that thing again? The one Film told Phi.. about? 🤍: It’s… It’s a model. ❤️‍🩹: It’s a Skullpanda model that collaborated with Van Gogh. I felt like I really wanted to collect it, even though the price was incredibly high😋

แมวแมวเอง รุ่งเรืองสุข (เคะไม่ผิด)

91,861 views • 4 months ago

Elon Musk just said something that should wake up every person in America. Musk: “It seems like China listens to everything I say and does it, basically.” For over a decade, Musk laid out the exact blueprint for the physical infrastructure required to power the next era of human civilization. Massive solar generation. Industrial-scale battery storage. Electric everything. He said it here. Publicly. Repeatedly. America debated it. China built it. Musk: “They’re certainly making massive battery packs. Really massive battery pack output. Vast numbers of electric cars. Vast amounts of solar.” This isn’t a technology gap. It isn’t an intelligence gap. It isn’t a vision gap. It’s a will gap. The blueprint has been public for years. Not classified. Not hidden. Not proprietary. Musk published it in interviews, in speeches, in the founding mission of every company he built. China read it. Declared it a national mandate. And mobilized an entire industrial economy to execute it. Musk: “These are all things I said we should do here.” Here. America. The country that produced the man who wrote the blueprint and then watched someone else build it. The AI arms race runs on power. Not ideas. Not funding. Not talent. Physical energy. Gigawatts of it. The kind measured in years of construction before a single model trains on it. You cannot debate your way to a power grid. You cannot committee your way to a battery factory. You cannot regulate your way to energy dominance while a competitor is already running the lines. Every year of delay is a year of advantage that compounds on the other side of the world. And the thing nobody wants to say out loud. The nation that controls the energy controls the AI. The nation that controls the AI controls the century. We wrote the blueprint. We produced the vision. We had every advantage a country could ask for. And we are watching someone else build our future in real time. The window doesn’t stay open forever. It’s closing right now. While you read this.

Elon Musk just said something that should wake up every person in America. Musk: “It seems like China listens to everything I say and does it, basically.” For over a decade, Musk laid out the exact blueprint for the physical infrastructure required to power the next era of human civilization. Massive solar generation. Industrial-scale battery storage. Electric everything. He said it here. Publicly. Repeatedly. America debated it. China built it. Musk: “They’re certainly making massive battery packs. Really massive battery pack output. Vast numbers of electric cars. Vast amounts of solar.” This isn’t a technology gap. It isn’t an intelligence gap. It isn’t a vision gap. It’s a will gap. The blueprint has been public for years. Not classified. Not hidden. Not proprietary. Musk published it in interviews, in speeches, in the founding mission of every company he built. China read it. Declared it a national mandate. And mobilized an entire industrial economy to execute it. Musk: “These are all things I said we should do here.” Here. America. The country that produced the man who wrote the blueprint and then watched someone else build it. The AI arms race runs on power. Not ideas. Not funding. Not talent. Physical energy. Gigawatts of it. The kind measured in years of construction before a single model trains on it. You cannot debate your way to a power grid. You cannot committee your way to a battery factory. You cannot regulate your way to energy dominance while a competitor is already running the lines. Every year of delay is a year of advantage that compounds on the other side of the world. And the thing nobody wants to say out loud. The nation that controls the energy controls the AI. The nation that controls the AI controls the century. We wrote the blueprint. We produced the vision. We had every advantage a country could ask for. And we are watching someone else build our future in real time. The window doesn’t stay open forever. It’s closing right now. While you read this.

Dustin

51,628 views • 5 months ago

🚨 ALIBABA JUST OPEN-SOURCED THE MOST POWERFUL MODEL IN THE WORLD - Qwen3.5 plus And it changes the AI race forever. This is not another “bigger model” release. This is a complete architectural reset. 397B parameters → only 17B active at inference, Qwen3.5 plus delivers performance on par with GPT-5.2 and Gemini-3-Pro. A new Hybrid Sparse MoE + Linear Attention architecture + Multi-Token Prediction = near-instant long-context responses and massive speed gains. Built as a true native multimodal model, it doesn’t just chat it builds. With a single prompt: “Use the React framework to create a visually impressive Mapbox demo featuring locations in Beijing and Shanghai” it generates a live interactive 3D map UI, structured components, real layouts, and production-ready frontend logic. This is real agentic, multimodal coding not a static code block. MMLU-Pro: 87.8 GPQA: 88.4 IFBench: 76.5 ⚡ up to 8× faster inference And it’s fully open-sourced under Apache-2.0. No locked APIs. No restricted tiers. 201 languages supported bringing frontier AI to developers, startups, and researchers worldwide. The race is no longer about the biggest model. It’s about the most usable intelligence. Open source just entered the top tier.

🚨 ALIBABA JUST OPEN-SOURCED THE MOST POWERFUL MODEL IN THE WORLD - Qwen3.5 plus And it changes the AI race forever. This is not another “bigger model” release. This is a complete architectural reset. 397B parameters → only 17B active at inference, Qwen3.5 plus delivers performance on par with GPT-5.2 and Gemini-3-Pro. A new Hybrid Sparse MoE + Linear Attention architecture + Multi-Token Prediction = near-instant long-context responses and massive speed gains. Built as a true native multimodal model, it doesn’t just chat it builds. With a single prompt: “Use the React framework to create a visually impressive Mapbox demo featuring locations in Beijing and Shanghai” it generates a live interactive 3D map UI, structured components, real layouts, and production-ready frontend logic. This is real agentic, multimodal coding not a static code block. MMLU-Pro: 87.8 GPQA: 88.4 IFBench: 76.5 ⚡ up to 8× faster inference And it’s fully open-sourced under Apache-2.0. No locked APIs. No restricted tiers. 201 languages supported bringing frontier AI to developers, startups, and researchers worldwide. The race is no longer about the biggest model. It’s about the most usable intelligence. Open source just entered the top tier.

RAVI KUMAR SAHU

380,123 views • 5 months ago

(1/5) Gemini 3, our most intelligent model, is landing in Google Search today – starting with AI Mode. Excited that this is the first time we’re shipping a new Gemini model in Search on day one! 🚀 In Search, Gemini 3 with generative layouts will make it easy to get a rich understanding of anything on your mind. It has state-of-the-art reasoning, deep multimodal understanding and advanced agentic capabilities. That allows the model to shine when you ask it to explain advanced concepts or ideas – it reasons and can code interactive visuals in real-time. It can tackle your toughest questions like advanced science.

(1/5) Gemini 3, our most intelligent model, is landing in Google Search today – starting with AI Mode. Excited that this is the first time we’re shipping a new Gemini model in Search on day one! 🚀 In Search, Gemini 3 with generative layouts will make it easy to get a rich understanding of anything on your mind. It has state-of-the-art reasoning, deep multimodal understanding and advanced agentic capabilities. That allows the model to shine when you ask it to explain advanced concepts or ideas – it reasons and can code interactive visuals in real-time. It can tackle your toughest questions like advanced science.

Robby Stein

94,877 views • 8 months ago

This clip has been doing the rounds. I paused to check if it was too good to be true. It isn’t. What it captures is a quiet success story in our own backyard. A village that has become a role model, not just for cleanliness or sustainability or shared amenities, but for an entire way of living. It reminds us that transformative change doesn’t require massive capital, glittering infrastructure, or shiny new buildings. What it does require is leadership; and a community united by the will to decide its own future. Gajanan and the people of Satara village give us powerful #MondayMotivation.

This clip has been doing the rounds. I paused to check if it was too good to be true. It isn’t. What it captures is a quiet success story in our own backyard. A village that has become a role model, not just for cleanliness or sustainability or shared amenities, but for an entire way of living. It reminds us that transformative change doesn’t require massive capital, glittering infrastructure, or shiny new buildings. What it does require is leadership; and a community united by the will to decide its own future. Gajanan and the people of Satara village give us powerful #MondayMotivation.

anand mahindra

228,458 views • 8 months ago

Google’s new model Omni is here. It does video, avatars, inpaint, lip sync, and a bunch more, all in one. I spent a day running 30+ tests to figure out what it can do, where it breaks, and whether it's actually production-ready. The unlocks, the ceilings, the specs - full breakdown in the video and the thread.

Google’s new model Omni is here. It does video, avatars, inpaint, lip sync, and a bunch more, all in one. I spent a day running 30+ tests to figure out what it can do, where it breaks, and whether it's actually production-ready. The unlocks, the ceilings, the specs - full breakdown in the video and the thread.

Invideo

76,574 views • 2 months ago

“This could have been possible six months ago.” Peter Steinberger 🦞 on what actually enabled OpenClaw🦞's success: “The models have been good for a while. It wasn’t a sudden model breakthrough.” “It required a certain amount of madness... letting a model do whatever it wants on your computer.” “I experimented with this for months. Nothing bad happened.” “If you understand the technology, it’s a calculated risk.” “And the upside is so large that it’s worth it.”

“This could have been possible six months ago.” Peter Steinberger 🦞 on what actually enabled OpenClaw🦞's success: “The models have been good for a while. It wasn’t a sudden model breakthrough.” “It required a certain amount of madness... letting a model do whatever it wants on your computer.” “I experimented with this for months. Nothing bad happened.” “If you understand the technology, it’s a calculated risk.” “And the upside is so large that it’s worth it.”

Forward Future

50,502 views • 6 months ago

HERMES AGENT NOW RUNS ON AN 8GB LAPTOP GPU JUST AS EASILY AS IT RUNS ON A 128GB MINI PC Nous Research shipped the official Hermes Agent Desktop App this week. Someone pointed it at a local llama server running on an RTX 4060 with 16GB system RAM. The integration took two minutes The model behind it: Gemma 4 26B MoE, QAT quantized, running on 8GB of VRAM. A 60k token prompt held a stable 20 tokens a second, flat, no slowdown as context grew. The flags were nothing exotic, just -cmoe -c 248000 on llama.cpp What that 8GB setup does out of the box: reads and patches its own code, runs it in a terminal, debugs errors, manages GitHub repos, spawns sub-agents for parallel work. Browses the web with vision to debug a UI. Schedules cron jobs in plain language. Connects to Notion, Google Workspace, Linear, and Obsidian to manage tasks on its own That's the same agent layer running on a Minisforum MS-S1 MAX with 128GB of unified memory, 96GB of it to the GPU, holding a 120B model at 56 tokens a second instead of a 26B model at 20. Same software, same tool execution, same zero API key. The only thing that changes between an $800 laptop and a $2,000 mini PC is how big a model you can afford to run underneath it The barrier to running a real autonomous agent locally didn't just drop. It dropped all the way down to hardware most people already own

HERMES AGENT NOW RUNS ON AN 8GB LAPTOP GPU JUST AS EASILY AS IT RUNS ON A 128GB MINI PC Nous Research shipped the official Hermes Agent Desktop App this week. Someone pointed it at a local llama server running on an RTX 4060 with 16GB system RAM. The integration took two minutes The model behind it: Gemma 4 26B MoE, QAT quantized, running on 8GB of VRAM. A 60k token prompt held a stable 20 tokens a second, flat, no slowdown as context grew. The flags were nothing exotic, just -cmoe -c 248000 on llama.cpp What that 8GB setup does out of the box: reads and patches its own code, runs it in a terminal, debugs errors, manages GitHub repos, spawns sub-agents for parallel work. Browses the web with vision to debug a UI. Schedules cron jobs in plain language. Connects to Notion, Google Workspace, Linear, and Obsidian to manage tasks on its own That's the same agent layer running on a Minisforum MS-S1 MAX with 128GB of unified memory, 96GB of it to the GPU, holding a 120B model at 56 tokens a second instead of a 26B model at 20. Same software, same tool execution, same zero API key. The only thing that changes between an $800 laptop and a $2,000 mini PC is how big a model you can afford to run underneath it The barrier to running a real autonomous agent locally didn't just drop. It dropped all the way down to hardware most people already own

NO1ennn

40,079 views • 1 month ago

The Model X is so heavenly… I get it when Elon tells me it’s the Fabergé egg of cars. A lot of love and care went into designing this thing of beauty.

The Model X is so heavenly… I get it when Elon tells me it’s the Fabergé egg of cars. A lot of love and care went into designing this thing of beauty.

Teslaconomics

62,651 views • 6 months ago

Huawei users can do something amazing—just take a photo, draw a heart on it, and send it remotely with one gesture. The person in the car gets it instantly. This is the power of Huawei’s air transmission tech in HarmonyOS 6!

Huawei users can do something amazing—just take a photo, draw a heart on it, and send it remotely with one gesture. The person in the car gets it instantly. This is the power of Huawei’s air transmission tech in HarmonyOS 6!

Dominic Lee 李梓敬

26,756 views • 1 month ago

Google just shipped a free dictation app for Mac and iPhone called AI Edge Eloquent, and the model running it is Gemma 4 12B, entirely on your device. What it actually does: you speak, it transcribes, removes filler words, and polishes the result before dropping clean text into whatever app you are using. You can also give it voice commands to reformat, like "translate to Hindi" or "make this a bullet list." Audio and video file transcription is built in too. The interesting part is the privacy angle. Most AI writing tools send your audio to a server. This one never leaves your machine, which matters if you are dictating anything sensitive. The tradeoff is hardware: you need a Mac with at least 16GB of RAM to run a 12B parameter model comfortably.

Google just shipped a free dictation app for Mac and iPhone called AI Edge Eloquent, and the model running it is Gemma 4 12B, entirely on your device. What it actually does: you speak, it transcribes, removes filler words, and polishes the result before dropping clean text into whatever app you are using. You can also give it voice commands to reformat, like "translate to Hindi" or "make this a bullet list." Audio and video file transcription is built in too. The interesting part is the privacy angle. Most AI writing tools send your audio to a server. This one never leaves your machine, which matters if you are dictating anything sensitive. The tradeoff is hardware: you need a Mac with at least 16GB of RAM to run a 12B parameter model comfortably.

Aditya ⚡Rao

84,927 views • 1 month ago

✨ Made a new mini feature on Photo AI: [ Grab from 3d model ] So the problem is we're at that stage in time (typical for AI) where image-to-3d models are not good enough but are fun to play with, but we know they'll be good enough in 1-2 years With [ Make 3d model ] you already can turn any Photo AI pic into a 3d model but it still looks hyper clunky and deformed, but it works! One cool idea I had to make that more useful and made now: Let people make a 3d model then change the view of the it with the 3d viewer, then press [ o ] and it grabs a frame of the 3d That image you can then [ Remix ] (img2img), and it becomes a real photo again and that in turn you can then turn into a video again with [ Make video ] So that essentially gives you a fully freeform camera position control to take photos with One thing I need to fix is the background/skybox, I kinda need to take the original photo and remove the person and just get the background for the 3d model viewer, in this case it should be white, but it's a start!

✨ Made a new mini feature on Photo AI: [ Grab from 3d model ] So the problem is we're at that stage in time (typical for AI) where image-to-3d models are not good enough but are fun to play with, but we know they'll be good enough in 1-2 years With [ Make 3d model ] you already can turn any Photo AI pic into a 3d model but it still looks hyper clunky and deformed, but it works! One cool idea I had to make that more useful and made now: Let people make a 3d model then change the view of the it with the 3d viewer, then press [ o ] and it grabs a frame of the 3d That image you can then [ Remix ] (img2img), and it becomes a real photo again and that in turn you can then turn into a video again with [ Make video ] So that essentially gives you a fully freeform camera position control to take photos with One thing I need to fix is the background/skybox, I kinda need to take the original photo and remove the person and just get the background for the 3d model viewer, in this case it should be white, but it's a start!

@levelsio

119,210 views • 1 year ago

And this is how sheer coincidence and a bit of laziness end up helping my research. What you’re looking at here is nothing more than the liquid from a stone-softening batch I made back in December—basically, waterglass. The store-bought kind doesn’t do this nice, gelatinous thing. It just shrinks up and dries out. I’ve never seen it take on this kind of jelly-like form before. But this one—just look at the color—isn’t pure water glass. It’s got other minerals in it, left over from the cooking process. And check out the end of the video to see what it turned into after a month sitting in the pitcher! As for what it’s good for—don’t ask. It’s just one of those phenomena, and we’re happy it exists.

And this is how sheer coincidence and a bit of laziness end up helping my research. What you’re looking at here is nothing more than the liquid from a stone-softening batch I made back in December—basically, waterglass. The store-bought kind doesn’t do this nice, gelatinous thing. It just shrinks up and dries out. I’ve never seen it take on this kind of jelly-like form before. But this one—just look at the color—isn’t pure water glass. It’s got other minerals in it, left over from the cooking process. And check out the end of the video to see what it turned into after a month sitting in the pitcher! As for what it’s good for—don’t ask. It’s just one of those phenomena, and we’re happy it exists.

Marcell Fóti 🪨

12,480 views • 5 months ago

Madison Beer talks about the ‘locket’ tour stage and theme: “Amusement parks and the Tunnel of Love, which is basically a swan boat that you get in and go through it, and this is supposed to be my version of that. It’s supposed to be a ride through my memories. I thought it would be fun and a cool take on the locket thing because, you know, how can I take the locket concept and push it a step further and see what I can do with it versus it just being a locket tour? but that’s why we have the heart on stage, that’s where you get the little bit of the locket.”

Madison Beer talks about the ‘locket’ tour stage and theme: “Amusement parks and the Tunnel of Love, which is basically a swan boat that you get in and go through it, and this is supposed to be my version of that. It’s supposed to be a ride through my memories. I thought it would be fun and a cool take on the locket thing because, you know, how can I take the locket concept and push it a step further and see what I can do with it versus it just being a locket tour? but that’s why we have the heart on stage, that’s where you get the little bit of the locket.”

Madison Beer News

14,465 views • 2 months ago

It’s not CGI. It’s not real. It’s something new. This isn’t traditional VFX, and it’s not just a filter. It’s Runway’s Aleph, a new AI model that reimagines your footage. Think of it like Photoshop for motion pictures. Check out the short I made with it. Link below:

It’s not CGI. It’s not real. It’s something new. This isn’t traditional VFX, and it’s not just a filter. It’s Runway’s Aleph, a new AI model that reimagines your footage. Think of it like Photoshop for motion pictures. Check out the short I made with it. Link below:

Alex Patrascu

166,769 views • 1 year ago