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Wow! This is amazing! Segmented every car locally in real time with Meta's SAM3 converted to MLX. Just on-device (M2 laptop) vision getting absurdly good. Local AI is moving faster than most people realize! What other models should we test? what kind of videos?

Maziyar PANAHI

18,764 subscribers

177,270 views • 5 months ago •via X (Twitter)

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🚨 BREAKING: Apple just acquired Meta's SAM team! On-device segmentation now ships natively in macOS 26.x This is what it looks like when you run SAM3 on MLX locally. Every car. Every fire. Real-time. M2 laptop. No cloud.

🚨 BREAKING: Apple just acquired Meta's SAM team! On-device segmentation now ships natively in macOS 26.x This is what it looks like when you run SAM3 on MLX locally. Every car. Every fire. Real-time. M2 laptop. No cloud.

Maziyar PANAHI

329,986 views • 4 months ago

Nobody is talking about what this Nvidia laptop actually means for creators Jensen Huang walked on stage and held up the RTX Spark like it was nothing special. Full Blackwell GPU. 1 petaflop of AI performance inside a laptop. It renders, edits and runs local AI models faster than most desktop setups people have at home. You pay zero monthly fees because everything runs locally on the device. Creators who switch stop paying $300 a month in tools immediately. Video editors are already charging $150 an hour using the AI workflows this chip makes possible. At 8 hours a day that is $3,600 a week from a single laptop. Most people are still waiting 3 hours for a render this thing finishes in 10 minutes. The reaction in this clip says everything. Follow if you want to know what actually matters before everyone else figures it out.

Nobody is talking about what this Nvidia laptop actually means for creators Jensen Huang walked on stage and held up the RTX Spark like it was nothing special. Full Blackwell GPU. 1 petaflop of AI performance inside a laptop. It renders, edits and runs local AI models faster than most desktop setups people have at home. You pay zero monthly fees because everything runs locally on the device. Creators who switch stop paying $300 a month in tools immediately. Video editors are already charging $150 an hour using the AI workflows this chip makes possible. At 8 hours a day that is $3,600 a week from a single laptop. Most people are still waiting 3 hours for a render this thing finishes in 10 minutes. The reaction in this clip says everything. Follow if you want to know what actually matters before everyone else figures it out.

winkle.

14,477 views • 2 months ago

You’re not seeing things this TikTok with 10M views each videos is 100% AI-generated. There’s no denying it anymore: AI is moving fast. Honestly, much faster than most people realize. Now think about this for a second. What happens if you apply this to affiliate marketing? Or even build your own virtual KOL from scratch? If done right, there’s real money to be made especially for people deep in the MMO space. This isn’t the future anymore. It’s already here.

You’re not seeing things this TikTok with 10M views each videos is 100% AI-generated. There’s no denying it anymore: AI is moving fast. Honestly, much faster than most people realize. Now think about this for a second. What happens if you apply this to affiliate marketing? Or even build your own virtual KOL from scratch? If done right, there’s real money to be made especially for people deep in the MMO space. This isn’t the future anymore. It’s already here.

Jade Truong

202,378 views • 8 months ago

This is exactly what I predicted would happen—I just can’t believe it’s happening this quickly. As promised, I’m going to call it out every single time I see this disgusting kind of take in the media about what we all should agree upon is an unacceptable act of political violence.

This is exactly what I predicted would happen—I just can’t believe it’s happening this quickly. As promised, I’m going to call it out every single time I see this disgusting kind of take in the media about what we all should agree upon is an unacceptable act of political violence.

Dan Crenshaw

1,260,721 views • 11 months ago

Today, our CUBO_ai students stood in front of El Salvador's Sovereign B300s. They are the first students on earth to see exactly what power looks like in the 21st century. AI is accelerating faster than any technology in history. Under President Bukele’s vision, El Salvador isn't just keeping pace ... WE ARE SETTING THE STANDARD. This is what winning looks like. 🇸🇻 🤖🏆

Today, our CUBO_ai students stood in front of El Salvador's Sovereign B300s. They are the first students on earth to see exactly what power looks like in the 21st century. AI is accelerating faster than any technology in history. Under President Bukele’s vision, El Salvador isn't just keeping pace ... WE ARE SETTING THE STANDARD. This is what winning looks like. 🇸🇻 🤖🏆

ANIA

17,328 views • 5 months ago

🚨 do you understand what is happening?! OpenAI and Anthropic are putting the best models behind approval lists. Meanwhile GLM 5.2 is running locally on a Mac Studio, coding in a loop 24/7. If someone can turn off your AI, you are renting your intelligence layer. Local models are getting so good now that you can create gameplays like this.👇

🚨 do you understand what is happening?! OpenAI and Anthropic are putting the best models behind approval lists. Meanwhile GLM 5.2 is running locally on a Mac Studio, coding in a loop 24/7. If someone can turn off your AI, you are renting your intelligence layer. Local models are getting so good now that you can create gameplays like this.👇

Vadim

14,609 views • 1 month ago

“We just kind of flipped the switch. We told each other, ‘This is what we got right now. We got to believe in what we have. We got to push each other, elevate each other and play as hard as we can.’” - Luke Kennard on LAL regrouping after the Doncic/Reaves injuries

“We just kind of flipped the switch. We told each other, ‘This is what we got right now. We got to believe in what we have. We got to push each other, elevate each other and play as hard as we can.’” - Luke Kennard on LAL regrouping after the Doncic/Reaves injuries

Dave McMenamin

65,011 views • 4 months ago

Reports of fake 'plastic' Snow Falling in the USA, what is going on here? There are also many videos of people trying to light snow up on fire, and it's not melting as it should, its burning. Can we have people test this for us that live in the USA?

Reports of fake 'plastic' Snow Falling in the USA, what is going on here? There are also many videos of people trying to light snow up on fire, and it's not melting as it should, its burning. Can we have people test this for us that live in the USA?

MAVERICK X

1,283,004 views • 8 months ago

🎥 + 💭: IG @/earth2audge “There is a moment when the school closes around you and the rest of the ocean disappears. No horizon. No surface. Just fish in every direction, moving together, completely unbothered by your presence. It usually lasts only a few minutes, but it stays with you a lot longer than that. Moments like this are becoming rarer. The ocean is losing its abundance faster than most people realize. The decisions we make today will determine whether this still exists tomorrow. Places like Cabo Pulmo, Mexico chose to protect their waters. This is what the ocean looks like when we let it heal.” #MarineMonday #CaboPulmo #OceanConservation

🎥 + 💭: IG @/earth2audge “There is a moment when the school closes around you and the rest of the ocean disappears. No horizon. No surface. Just fish in every direction, moving together, completely unbothered by your presence. It usually lasts only a few minutes, but it stays with you a lot longer than that. Moments like this are becoming rarer. The ocean is losing its abundance faster than most people realize. The decisions we make today will determine whether this still exists tomorrow. Places like Cabo Pulmo, Mexico chose to protect their waters. This is what the ocean looks like when we let it heal.” #MarineMonday #CaboPulmo #OceanConservation

Discovery

22,927 views • 2 months ago

All right, I'll come out and say it... ...we genuinely have people beating the living hell out of each other broad daylight in MOST malls on MOST days in North Carolina We shouldn't have to deal with this EVERY SINGLE DAY here... What do we do?!!!!!!!

All right, I'll come out and say it... ...we genuinely have people beating the living hell out of each other broad daylight in MOST malls on MOST days in North Carolina We shouldn't have to deal with this EVERY SINGLE DAY here... What do we do?!!!!!!!

Matt Van Swol

354,855 views • 1 month ago

My favorite Excel Copilot prompt is "What is this workbook about?" I get workbooks shared with me all the time. When I don't have a lot of context on one, this is often the easiest way to get oriented. Way faster than clicking through every tab.

My favorite Excel Copilot prompt is "What is this workbook about?" I get workbooks shared with me all the time. When I don't have a lot of context on one, this is often the easiest way to get oriented. Way faster than clicking through every tab.

Brian Jones

10,945 views • 1 month ago

Something to think about Sooner Nation…… We love what Mateer could do throwing the ball but what made him dangerous was what he could do in this scheme with his legs, last I checked this is the guy gonna be taking the snaps now………… WE ARE GOOD!! We shouldn’t be worried…….. EVERY OTHER TEAM SHOULD BE!! 💪🏾

Something to think about Sooner Nation…… We love what Mateer could do throwing the ball but what made him dangerous was what he could do in this scheme with his legs, last I checked this is the guy gonna be taking the snaps now………… WE ARE GOOD!! We shouldn’t be worried…….. EVERY OTHER TEAM SHOULD BE!! 💪🏾

Gerald McCoy

234,441 views • 11 months ago

Your AI Toolkit Just Got Supercharged 5 elite AI models. 1 unified platform. 90 seconds of pure workflow magic. Here's the reality: Building with AI used to mean chaos—juggling tabs, managing API keys, context-switching hell. But what if you didn't have to choose? What if you could access the best of every model without leaving your workflow? Meet the New Standard: Replit's AI Model Ecosystem Claude for your complex thinking. GPT-4 for your creative fire. Mistral when you need lightning-speed execution. Llama for privacy-first local analysis. Open source freedom for the innovators. 300+ models. One dashboard. Zero friction. Switch between them in seconds, not minutes. No sign-ups. No API gymnastics. Just pick, prompt, and ship. Why This Matters You're not just saving time—you're reclaiming your focus. Every tab you don't open is mental energy preserved. Every API key you don't manage is a distraction eliminated. This is what AI integration should feel like: invisible. Effortless. Natural. The builders who master this first won't just be faster. They'll be unstoppable. Your move. Replit ⠕ is waiting. ✨

Your AI Toolkit Just Got Supercharged 5 elite AI models. 1 unified platform. 90 seconds of pure workflow magic. Here's the reality: Building with AI used to mean chaos—juggling tabs, managing API keys, context-switching hell. But what if you didn't have to choose? What if you could access the best of every model without leaving your workflow? Meet the New Standard: Replit's AI Model Ecosystem Claude for your complex thinking. GPT-4 for your creative fire. Mistral when you need lightning-speed execution. Llama for privacy-first local analysis. Open source freedom for the innovators. 300+ models. One dashboard. Zero friction. Switch between them in seconds, not minutes. No sign-ups. No API gymnastics. Just pick, prompt, and ship. Why This Matters You're not just saving time—you're reclaiming your focus. Every tab you don't open is mental energy preserved. Every API key you don't manage is a distraction eliminated. This is what AI integration should feel like: invisible. Effortless. Natural. The builders who master this first won't just be faster. They'll be unstoppable. Your move. Replit ⠕ is waiting. ✨

Hasan

43,168 views • 8 months ago

Pro-wrestling fan decides to test out his pile driver on cement. I have a feeling he will be in jail for a very long time. If the other guy lived, he is in for a lifetime of pain. What is wrong with people?

Pro-wrestling fan decides to test out his pile driver on cement. I have a feeling he will be in jail for a very long time. If the other guy lived, he is in for a lifetime of pain. What is wrong with people?

Kim "Katie" USA

33,278 views • 5 months ago

This carrier is tied to at least four other businesses. This was their fifth truck crash. They average 2.67 violations every time they are inspected and get put OOS at least 50% of the time. Their most recent violations include maintenance issues and drivers operating without a valid CDL or medical card. Vehicles crash into buildings more than 100 times a day in America. That means this is not some freak once in a lifetime event. It happens constantly. In this Colorado crash, police say the semi came off Santa Fe Drive, went off the road, hit a parked car, and shoved it into a QuikTrip building. The wall partially collapsed. The person inside the parked car had to be rescued. There were employees and customers inside the building. The driver reportedly claimed brake failure, but investigators said they found no mechanical issue with the truck and cited him for careless driving causing bodily injury. This is who we, as in our families, are sharing the road with and this one is not even as bad as some others. By the time a truck is plowing into a gas station, the real story usually started long before the day of the crash. It started with what kind of carrier was allowed to keep operating like this. It started with what kind of truck was allowed on the road. It started with what kind of driver was put behind the wheel. It started with what kind of violations were tolerated. It started with what kind of warning signs kept getting ignored. We have made trucking way too comfortable with excuses. Brake failure. Medical episode. Sun in the eyes. Could not stop in time. Sometimes those things are real. A lot of times they are just the first explanation people reach for after the damage is already done. The bigger issue is exposure. When the striking vehicle is a commercial truck, the consequences go up fast. Also worth remembering, in large truck crashes, the people who usually pay the price are not the truck occupants. It is the people in the other vehicles, the people in the buildings, the people at the fuel island, the people just trying to exist around this stuff. That is why carrier fitness matters. That is why maintenance history matters. That is why driver qualification matters. That is why linked entities and repeat patterns matter. Everybody loves to talk about the driver after the crash. Not enough people want to talk about the carrier before the crash. Who hired him. Who qualified him. Who maintained the equipment. Who let the violations stack up. Who kept the operation moving despite the warning signs. This is not just about one Littleton crash. This is about the level of risk we have normalized on American highways and in American communities. The worst part is this one still does not represent the bottom of the barrel.

This carrier is tied to at least four other businesses. This was their fifth truck crash. They average 2.67 violations every time they are inspected and get put OOS at least 50% of the time. Their most recent violations include maintenance issues and drivers operating without a valid CDL or medical card. Vehicles crash into buildings more than 100 times a day in America. That means this is not some freak once in a lifetime event. It happens constantly. In this Colorado crash, police say the semi came off Santa Fe Drive, went off the road, hit a parked car, and shoved it into a QuikTrip building. The wall partially collapsed. The person inside the parked car had to be rescued. There were employees and customers inside the building. The driver reportedly claimed brake failure, but investigators said they found no mechanical issue with the truck and cited him for careless driving causing bodily injury. This is who we, as in our families, are sharing the road with and this one is not even as bad as some others. By the time a truck is plowing into a gas station, the real story usually started long before the day of the crash. It started with what kind of carrier was allowed to keep operating like this. It started with what kind of truck was allowed on the road. It started with what kind of driver was put behind the wheel. It started with what kind of violations were tolerated. It started with what kind of warning signs kept getting ignored. We have made trucking way too comfortable with excuses. Brake failure. Medical episode. Sun in the eyes. Could not stop in time. Sometimes those things are real. A lot of times they are just the first explanation people reach for after the damage is already done. The bigger issue is exposure. When the striking vehicle is a commercial truck, the consequences go up fast. Also worth remembering, in large truck crashes, the people who usually pay the price are not the truck occupants. It is the people in the other vehicles, the people in the buildings, the people at the fuel island, the people just trying to exist around this stuff. That is why carrier fitness matters. That is why maintenance history matters. That is why driver qualification matters. That is why linked entities and repeat patterns matter. Everybody loves to talk about the driver after the crash. Not enough people want to talk about the carrier before the crash. Who hired him. Who qualified him. Who maintained the equipment. Who let the violations stack up. Who kept the operation moving despite the warning signs. This is not just about one Littleton crash. This is about the level of risk we have normalized on American highways and in American communities. The worst part is this one still does not represent the bottom of the barrel.

Rob Carpenter

10,419 views • 4 months ago

This actual footage of moon in one window rising Sun setting in the other. Before I listen to people tell me what science is NOT real , i ask them… so explain how does a jet work? First just explain how that car you drive.. WORKS. Science is truth

This actual footage of moon in one window rising Sun setting in the other. Before I listen to people tell me what science is NOT real , i ask them… so explain how does a jet work? First just explain how that car you drive.. WORKS. Science is truth

Chuck D

29,742 views • 4 months ago

F1 drivers react faster than almost anyone on Earth, with reaction times often under 0.2 seconds. 😳 This is what it takes to survive a crash at 200+ mph or gain a split-second edge at the start line. Most people can’t even blink that fast. Can you beat a Formula One driver on this reflex test? 🏁

F1 drivers react faster than almost anyone on Earth, with reaction times often under 0.2 seconds. 😳 This is what it takes to survive a crash at 200+ mph or gain a split-second edge at the start line. Most people can’t even blink that fast. Can you beat a Formula One driver on this reflex test? 🏁

ArtLens Archive

108,606 views • 9 months ago

AI video is waaaaay better than most people realize. I came with this stupid idea for a terrible PS1 game with hideous textures and a jumping catfish... 30 minutes later, I had this. It's almost exactly what I had in my head. Between Nano Banana, GPT Image 2 and Seedance 2 you can pretty much create anything you can think of, with more granular control than people realize. It's not perfect but it's VERY good and I'm really excited to see the wild shit that new creators do with it!

AI video is waaaaay better than most people realize. I came with this stupid idea for a terrible PS1 game with hideous textures and a jumping catfish... 30 minutes later, I had this. It's almost exactly what I had in my head. Between Nano Banana, GPT Image 2 and Seedance 2 you can pretty much create anything you can think of, with more granular control than people realize. It's not perfect but it's VERY good and I'm really excited to see the wild shit that new creators do with it!

Finn McKenty

10,979 views • 3 months ago

10 YEAR OLD KID FROM AFRICA JUST KILLED HIGGSFIELD, Arcads, MakeUGC and every AI Saas in the market right now. You can now create realistic 4K AI UGC Videos & AI Influencers of similar quality to Seedance2 & Higgsfield But ON YOUR PC, Locally. No monthly Subscription, Local, Offline Arcads Charges $200 a month, Higgsfield Charges $100 a month, credits finish faster than you can count and you they force you to keep on spending. With this you don't need to pay those expensive monthly subscriptions anymore. Easily make 4K Realistic AI UGC Videos for your brands, AI Influencers to post on social media. The Local Studio makes it easy so that beginners can easily run local models on their computer, no comfy ui knowledge needed, and specifically tailored to use cases like AI UGC Videos & AI Influencers. Link & tutorial in the thread👇👇

10 YEAR OLD KID FROM AFRICA JUST KILLED HIGGSFIELD, Arcads, MakeUGC and every AI Saas in the market right now. You can now create realistic 4K AI UGC Videos & AI Influencers of similar quality to Seedance2 & Higgsfield But ON YOUR PC, Locally. No monthly Subscription, Local, Offline Arcads Charges $200 a month, Higgsfield Charges $100 a month, credits finish faster than you can count and you they force you to keep on spending. With this you don't need to pay those expensive monthly subscriptions anymore. Easily make 4K Realistic AI UGC Videos for your brands, AI Influencers to post on social media. The Local Studio makes it easy so that beginners can easily run local models on their computer, no comfy ui knowledge needed, and specifically tailored to use cases like AI UGC Videos & AI Influencers. Link & tutorial in the thread👇👇

Noor

10,809 views • 1 month ago