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I showed you SAM 3 all week. This is a 0.6B model that outperforms it. Falcon Perception. Type "detect the plane" and it segments every plane in the frame. Pixel-accurate masks from natural language. Fighter jets. Fire. Crowds. All on a MacBook via MLX. No cloud.

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Maziyar PANAHI

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63,029 görüntüleme • 3 ay önce •via X (Twitter)

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Jets. Helicopters. Wildfire. Traffic. Crowds. Falcon Perception. 0.6B parameters. "Find every person." It finds every person. "Find the fire." It finds the fire. +21.9 over SAM 3 on spatial understanding. Running locally via MLX. No cloud. What should I throw at it next?
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Jets. Helicopters. Wildfire. Traffic. Crowds. Falcon Perception. 0.6B parameters. "Find every person." It finds every person. "Find the fire." It finds the fire. +21.9 over SAM 3 on spatial understanding. Running locally via MLX. No cloud. What should I throw at it next?

Maziyar PANAHI

18,191 görüntüleme • 3 ay önce

Gemma 4 analyzes the video. Generates key questions. Calls Falcon Perception. "Find all the people." 156 found. "Detect only white cars." 8 found. A 26B model is running agentic multi-QA vision orchestration. The models are running locally on a MacBook with MLX. No API.
0:16

Gemma 4 analyzes the video. Generates key questions. Calls Falcon Perception. "Find all the people." 156 found. "Detect only white cars." 8 found. A 26B model is running agentic multi-QA vision orchestration. The models are running locally on a MacBook with MLX. No API.

Maziyar PANAHI

158,735 görüntüleme • 3 ay önce

Gemma 4 watches raw video. Understands the scene. Then prompts SAM 3 to segment and RF-DETR to track. One AI directing two others. Fighter jets. Crowds. Aerial defense footage. All three models running locally on a MacBook. No cloud. What scene should I point this at next?
0:16

Gemma 4 watches raw video. Understands the scene. Then prompts SAM 3 to segment and RF-DETR to track. One AI directing two others. Fighter jets. Crowds. Aerial defense footage. All three models running locally on a MacBook. No cloud. What scene should I point this at next?

Maziyar PANAHI

369,034 görüntüleme • 3 ay önce

Gemma 4 looks at a parking lot. Decides what to ask. Calls SAM 3.1. "Segment all vehicles." 64 found. "Now just the white ones." 23 found. One model reasoning and orchestrating. One model executing. Both running locally on a MacBook. MLX. No cloud. No API.
0:14

Gemma 4 looks at a parking lot. Decides what to ask. Calls SAM 3.1. "Segment all vehicles." 64 found. "Now just the white ones." 23 found. One model reasoning and orchestrating. One model executing. Both running locally on a MacBook. MLX. No cloud. No API.

Maziyar PANAHI

593,790 görüntüleme • 3 ay önce

Mayor Eric Adams at a town hall last week: “I am the pilot, and you are all passengers. Pray for me to land the plane, cause there’s no parachutes on this plane, we’re all going down together.”
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Mayor Eric Adams at a town hall last week: “I am the pilot, and you are all passengers. Pray for me to land the plane, cause there’s no parachutes on this plane, we’re all going down together.”

sami

7,043,533 görüntüleme • 2 yıl önce

A view from a plane... What is happening! Are we living in a parallel universe? How is it possible for anyone to look out of a plane window at 38k feet and see this, above the cloud cover, and just go with the propaganda narrative that it's only condensation?
0:12

A view from a plane... What is happening! Are we living in a parallel universe? How is it possible for anyone to look out of a plane window at 38k feet and see this, above the cloud cover, and just go with the propaganda narrative that it's only condensation?

nogps

48,683 görüntüleme • 2 ay önce

Gemma 4 just dropped. I had it captioning video in real-time within an hour. Running locally on a MacBook. No cloud. No API. Real-time scene understanding. Oh and SAM3 is segmenting every object in the same frame. Same laptop.
0:16

Gemma 4 just dropped. I had it captioning video in real-time within an hour. Running locally on a MacBook. No cloud. No API. Real-time scene understanding. Oh and SAM3 is segmenting every object in the same frame. Same laptop.

Maziyar PANAHI

196,846 görüntüleme • 3 ay önce

Cancelled ChatGPT -> Built JARVIS -> Pays $0 -> it works offline + it's smarter than the $20/month version. No WiFi needed, no cloud, no API keys, no rate limits, no queues, no $20/month just to ask a server in Virginia for the weather. Just a local model running directly on the laptop hardware, voice activated, system integrated, controlling apps, answering questions, doing the work. Iron Man had JARVIS embedded in his suit, this guy has it embedded in his MacBook and it works on a plane, in a basement, on a remote cabin with zero signal. OpenAI is burning $700,000 a day on infrastructure to deliver something this guy runs for free. Anthropic charges $200/month for unlimited Claude access, microsoft built Copilot into every product they sell. This guy skipped all of it, downloaded a model and made his laptop the smartest device in the room. No subscription. No login. No internet. No data sent anywhere ever. The most powerful AI assistant on earth is now the one running locally on hardware you already own. ChatGPT charges you to think slower, he pays nothing and thinks alone, he made it himself.
0:15

Cancelled ChatGPT -> Built JARVIS -> Pays $0 -> it works offline + it's smarter than the $20/month version. No WiFi needed, no cloud, no API keys, no rate limits, no queues, no $20/month just to ask a server in Virginia for the weather. Just a local model running directly on the laptop hardware, voice activated, system integrated, controlling apps, answering questions, doing the work. Iron Man had JARVIS embedded in his suit, this guy has it embedded in his MacBook and it works on a plane, in a basement, on a remote cabin with zero signal. OpenAI is burning $700,000 a day on infrastructure to deliver something this guy runs for free. Anthropic charges $200/month for unlimited Claude access, microsoft built Copilot into every product they sell. This guy skipped all of it, downloaded a model and made his laptop the smartest device in the room. No subscription. No login. No internet. No data sent anywhere ever. The most powerful AI assistant on earth is now the one running locally on hardware you already own. ChatGPT charges you to think slower, he pays nothing and thinks alone, he made it himself.

Defileo🔮

154,009 görüntüleme • 2 ay önce

“Chemical Cloud that could cool the Earth” Are you wondering why you haven’t seen the Sun in 2026 at all? Why every day is the same - just a solid white layer of cloud? This video explains it in 20 seconds.
0:19

“Chemical Cloud that could cool the Earth” Are you wondering why you haven’t seen the Sun in 2026 at all? Why every day is the same - just a solid white layer of cloud? This video explains it in 20 seconds.

Concerned Citizen

115,156 görüntüleme • 4 ay önce

Nah no, this is not a pre-made or baked Blender model. It is created entirely from scratch using extruded geometry and procedural textures for the mustard hatching pattern on the model... all done with Google Gemini 3 pro AI. In fact, every Three.js 3D model you see on this website has been vibe coded with AI 😎 Live: Code:
0:13

Nah no, this is not a pre-made or baked Blender model. It is created entirely from scratch using extruded geometry and procedural textures for the mustard hatching pattern on the model... all done with Google Gemini 3 pro AI. In fact, every Three.js 3D model you see on this website has been vibe coded with AI 😎 Live: Code:

The Bugged Dev

54,391 görüntüleme • 6 ay önce

I finally did it!! I left the comfort of my everyday routine and got on a plane for the first time ever! If you need me, I'll be in canberra for the week🌼
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I finally did it!! I left the comfort of my everyday routine and got on a plane for the first time ever! If you need me, I'll be in canberra for the week🌼

Lani Rei

13,320 görüntüleme • 2 yıl önce

If you use the /3d command in Omma, it will generate a 3D model and automatically place it in a 3D scene, all in one shot. The resulting GLB model is automatically compressed and optimized. (demo on this thread)
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If you use the /3d command in Omma, it will generate a 3D model and automatically place it in a 3D scene, all in one shot. The resulting GLB model is automatically compressed and optimized. (demo on this thread)

Omma AI

45,646 görüntüleme • 3 ay önce

Got a lot of comments that the last photo was Photoshop. No, it wasn't. It was just a plane taking off and I was in place to catch it. Here is the full sequence of about 2 dozen photos.
0:10

Got a lot of comments that the last photo was Photoshop. No, it wasn't. It was just a plane taking off and I was in place to catch it. Here is the full sequence of about 2 dozen photos.

Andrew Leyden

41,344 görüntüleme • 1 yıl önce

I’m no pilot but I do know a few choppers…. This looks like a direct line for the plane to me, how could the helicopter not see the plane…🤔 And why were there stories about the crash online hours before it happened? WTF is going on
0:11

I’m no pilot but I do know a few choppers…. This looks like a direct line for the plane to me, how could the helicopter not see the plane…🤔 And why were there stories about the crash online hours before it happened? WTF is going on

HM Ministry Of Gaslighting

308,832 görüntüleme • 1 yıl önce

🇷🇺🔥 A Russian economist who attended the St. Petersburg International Economic Forum organized by Putin a few days ago metaphorically warns society that Russia is in an extremely dire situation. He compares it to a doomed airplane rapidly descending toward the ground. 📌 “I attended all four days of the 2026 St. Petersburg International Economic Forum, and the whole thing resembles a situation where we are on a plane that is falling… Now, let’s summarize it quickly.” 📌 “Russian economists, companies, investors, officials — all of us are on a plane that is hurtling downward and doomed to crash… The passengers of this plane are discussing the situation, thinking, and sometimes complaining, considering how to stabilize it… However, the real power is in the isolated cockpit (a hint at the Kremlin)… The only thing left for the passengers is to pray that the pilot pulls the yoke toward himself and stabilizes the plane. Therefore, we should pray.” This is a remarkably candid and pessimistic assessment coming from a Russian expert who participated directly in Putin’s flagship economic event. The airplane metaphor vividly illustrates the sense of helplessness and impending crisis felt even among those inside the system. It highlights the growing disconnect between official propaganda and the harsh economic reality in Russia. Video is generated by grok AI
0:10

🇷🇺🔥 A Russian economist who attended the St. Petersburg International Economic Forum organized by Putin a few days ago metaphorically warns society that Russia is in an extremely dire situation. He compares it to a doomed airplane rapidly descending toward the ground. 📌 “I attended all four days of the 2026 St. Petersburg International Economic Forum, and the whole thing resembles a situation where we are on a plane that is falling… Now, let’s summarize it quickly.” 📌 “Russian economists, companies, investors, officials — all of us are on a plane that is hurtling downward and doomed to crash… The passengers of this plane are discussing the situation, thinking, and sometimes complaining, considering how to stabilize it… However, the real power is in the isolated cockpit (a hint at the Kremlin)… The only thing left for the passengers is to pray that the pilot pulls the yoke toward himself and stabilizes the plane. Therefore, we should pray.” This is a remarkably candid and pessimistic assessment coming from a Russian expert who participated directly in Putin’s flagship economic event. The airplane metaphor vividly illustrates the sense of helplessness and impending crisis felt even among those inside the system. It highlights the growing disconnect between official propaganda and the harsh economic reality in Russia. Video is generated by grok AI

NSTRIKE

128,376 görüntüleme • 1 ay önce

This is a Plane dispersing a Chemtrail. It also shows what happens when it stops spraying a Chemtrail. This is repeatable & observable and caught on camera hundreds of times. If you believe that the air conditions changed that dramatically, for it just this to instantly stop - you are most probably an idiot.
0:10

This is a Plane dispersing a Chemtrail. It also shows what happens when it stops spraying a Chemtrail. This is repeatable & observable and caught on camera hundreds of times. If you believe that the air conditions changed that dramatically, for it just this to instantly stop - you are most probably an idiot.

Concerned Citizen

46,357 görüntüleme • 1 yıl önce

this OpenClaw bot watches NASA wildfire satellites. when a fire starts, it finds every at-risk home nearby, renders fire hardening fireproofing upgrade on their actual house, and mails them a postcard, all on autopilot. here's how contractors in fire zones can close $30k–$60k fireproofing jobs with this: - pulls live fire detections from NASA FIRMS satellites every 5 minutes - finds every home in the fire perimeter from public records - captures the property via Google Street View - classifies roof type + fire vulnerabilities using AI vision - generates a NASA satellite image of the neighborhood with real fire hotspots overlaid - renders a fire hardening retrofit on their actual house - prints a postcard with the NASA fire map + before/after retrofit + QR code every step from fire detection to mailbox runs without a human reply "FIRE" + RT and i'll send you the full guide so you can build this too (must be following so i can DM)
0:10

this OpenClaw bot watches NASA wildfire satellites. when a fire starts, it finds every at-risk home nearby, renders fire hardening fireproofing upgrade on their actual house, and mails them a postcard, all on autopilot. here's how contractors in fire zones can close $30k–$60k fireproofing jobs with this: - pulls live fire detections from NASA FIRMS satellites every 5 minutes - finds every home in the fire perimeter from public records - captures the property via Google Street View - classifies roof type + fire vulnerabilities using AI vision - generates a NASA satellite image of the neighborhood with real fire hotspots overlaid - renders a fire hardening retrofit on their actual house - prints a postcard with the NASA fire map + before/after retrofit + QR code every step from fire detection to mailbox runs without a human reply "FIRE" + RT and i'll send you the full guide so you can build this too (must be following so i can DM)

Chris

174,976 görüntüleme • 3 ay önce

Opus 4.6 vs GPT-5.4 (4/9) prompt: Build a production-quality 3D flight-tracking web app using React + Vite + Three.js (react-three-fiber + drei) that visualizes live OpenSky aircraft data on a rotatable 3D Earth, with real-time plane motion, smooth interpolation, altitude-accurate positioning, and polished lighting/post-processing. Both models did really well on this one and honestly I’m impressed with both. GPT-5.4 had the nicer post-processing out of the box. I really liked the subtle light shimmer on the airplanes when rotating the planet, and the camera work when clicking a plane felt better overall. Opus 4.6 though had a few details I liked more. It automatically went and found a much nicer Earth texture on GitHub, while with GPT-5.4 I had to reprompt it to go look for a better one. I also preferred Opus’s plane model overall, it just looked more polished, whereas GPT-5.4’s plane asset looked a bit funny. One thing I noticed with GPT-5.4 is that when you click into the plane, the camera sometimes clips through the planet, which breaks the effect a bit. Opus handled that part more cleanly. Overall this felt like a strong result from both, just with different strengths. GPT-5.4 felt better on presentation and post-processing, while Opus had better asset choices and a more premium-looking Earth/plane combo.
0:15

Opus 4.6 vs GPT-5.4 (4/9) prompt: Build a production-quality 3D flight-tracking web app using React + Vite + Three.js (react-three-fiber + drei) that visualizes live OpenSky aircraft data on a rotatable 3D Earth, with real-time plane motion, smooth interpolation, altitude-accurate positioning, and polished lighting/post-processing. Both models did really well on this one and honestly I’m impressed with both. GPT-5.4 had the nicer post-processing out of the box. I really liked the subtle light shimmer on the airplanes when rotating the planet, and the camera work when clicking a plane felt better overall. Opus 4.6 though had a few details I liked more. It automatically went and found a much nicer Earth texture on GitHub, while with GPT-5.4 I had to reprompt it to go look for a better one. I also preferred Opus’s plane model overall, it just looked more polished, whereas GPT-5.4’s plane asset looked a bit funny. One thing I noticed with GPT-5.4 is that when you click into the plane, the camera sometimes clips through the planet, which breaks the effect a bit. Opus handled that part more cleanly. Overall this felt like a strong result from both, just with different strengths. GPT-5.4 felt better on presentation and post-processing, while Opus had better asset choices and a more premium-looking Earth/plane combo.

Dev Ed

279,565 görüntüleme • 4 ay önce

A year and a half after the fire and this is the total of all the framing that has gone up in all of Malibu. Remember what I said was going to happen from my hotel room the day after the fire
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A year and a half after the fire and this is the total of all the framing that has gone up in all of Malibu. Remember what I said was going to happen from my hotel room the day after the fire

Adam Carolla

987,158 görüntüleme • 1 ay önce

is this thing on? nice it is... you're all amazing and i care for each and every one of you. "no i will not elaborate on the space marine"
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is this thing on? nice it is... you're all amazing and i care for each and every one of you. "no i will not elaborate on the space marine"

Umbra

16,493 görüntüleme • 11 ay önce