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Meet Promptac This real-world interface connects to generative AI through a suite of sensors. - Thimble eyedropper sensor - RFID picks up textures - Color sensor - Bending sensor - Pressure sensor This thing is made by Zhaodi Feng – more links in thread.

Linus ✦ Ekenstam

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152,705 views • 2 years ago •via X (Twitter)

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The first smartphone I plan to buy in 2026 is the Honor Magic 8 Pro Air. There’s only one reason: despite being absurdly thin and light, it delivers truly uncompromised flagship-level hardware. The Honor Magic 8 Pro Air measures just 6.1 mm in thickness and weighs only 155 g, yet it packs a 5,500 mAh battery. This combination alone is extremely rare. It doesn’t sacrifice experience for thinness. Instead, it force-fits everything a flagship should have into an Air-class body. The camera system is where this phone becomes genuinely outrageous. The main camera features a 50 MP sensor with a 1/1.3-inch large sensor, an f/1.6 aperture, and a 23 mm equivalent focal length, along with OIS optical image stabilization. Through pixel binning, it delivers a 2.4 μm effective pixel size, which is squarely in Pro-grade territory. The ultra-wide camera is also 50 MP, with an f/2.2 aperture, a 16 mm equivalent focal length, and a 112° field of view. It even supports 2.5 cm high-resolution macro photography, making it far from a throwaway lens. For telephoto, the Magic 8 Pro Air uses a 64 MP periscope camera with 3.2× optical zoom, an f/2.6 aperture, and a 74 mm equivalent focal length, once again with OIS. It supports up to 100× digital zoom. In addition, the camera system includes a color temperature sensor and a flicker sensor, completing a full flagship-level imaging setup. The front-facing camera is a 50 MP sensor with an f/2.0 aperture, clearly not an afterthought.

The first smartphone I plan to buy in 2026 is the Honor Magic 8 Pro Air. There’s only one reason: despite being absurdly thin and light, it delivers truly uncompromised flagship-level hardware. The Honor Magic 8 Pro Air measures just 6.1 mm in thickness and weighs only 155 g, yet it packs a 5,500 mAh battery. This combination alone is extremely rare. It doesn’t sacrifice experience for thinness. Instead, it force-fits everything a flagship should have into an Air-class body. The camera system is where this phone becomes genuinely outrageous. The main camera features a 50 MP sensor with a 1/1.3-inch large sensor, an f/1.6 aperture, and a 23 mm equivalent focal length, along with OIS optical image stabilization. Through pixel binning, it delivers a 2.4 μm effective pixel size, which is squarely in Pro-grade territory. The ultra-wide camera is also 50 MP, with an f/2.2 aperture, a 16 mm equivalent focal length, and a 112° field of view. It even supports 2.5 cm high-resolution macro photography, making it far from a throwaway lens. For telephoto, the Magic 8 Pro Air uses a 64 MP periscope camera with 3.2× optical zoom, an f/2.6 aperture, and a 74 mm equivalent focal length, once again with OIS. It supports up to 100× digital zoom. In addition, the camera system includes a color temperature sensor and a flicker sensor, completing a full flagship-level imaging setup. The front-facing camera is a 50 MP sensor with an f/2.0 aperture, clearly not an afterthought.

Ice Universe

90,075 views • 6 months ago

Traditionally, sensor fusion is a software-heavy process prone to temporal lag and parallax errors. With Rev8, we’ve moved that complexity to the silicon. This SLAM sequence is powered by Ouster’s our new L4 MAX chip. Because the lidar and color data are fused at the moment of measurement, the point cloud is born with 48-bit color. No extrinsic calibration, no drift, and zero latency. For perception teams, this means better classification of safety vests, traffic signals, and road markings without the compute overhead of post-processing. Learn more about Native Color and the OS1 MAX:

Traditionally, sensor fusion is a software-heavy process prone to temporal lag and parallax errors. With Rev8, we’ve moved that complexity to the silicon. This SLAM sequence is powered by Ouster’s our new L4 MAX chip. Because the lidar and color data are fused at the moment of measurement, the point cloud is born with 48-bit color. No extrinsic calibration, no drift, and zero latency. For perception teams, this means better classification of safety vests, traffic signals, and road markings without the compute overhead of post-processing. Learn more about Native Color and the OS1 MAX:

Ouster

46,246 views • 2 months ago

This Chinese contact wire impact sensor for FPV warheads has an electronic arming switch with a 30 second delay. In video 2 similar “whisker” contact wires project ahead of the FPV bodies. When the separated wires touch, an electric circuit is closed to initiate the detonator.

This Chinese contact wire impact sensor for FPV warheads has an electronic arming switch with a 30 second delay. In video 2 similar “whisker” contact wires project ahead of the FPV bodies. When the separated wires touch, an electric circuit is closed to initiate the detonator.

Roy🇨🇦

43,895 views • 11 months ago

This is insane! How difficult is it for car companies to install a sensor that disables ADAS when no one is sitting in the driver’s seat? Just because every country is offering ADAS doesn’t mean we should blindly copy-paste it. This could end up causing more harm than good. It needs immediate review honestly, we may not be ready for such features yet! 🙏🏻 MORTHINDIA Mahindra Automotive

This is insane! How difficult is it for car companies to install a sensor that disables ADAS when no one is sitting in the driver’s seat? Just because every country is offering ADAS doesn’t mean we should blindly copy-paste it. This could end up causing more harm than good. It needs immediate review honestly, we may not be ready for such features yet! 🙏🏻 MORTHINDIA Mahindra Automotive

Rattan Dhillon

242,084 views • 3 months ago

🔮 Introducing the OpenServ Arduino MCP The bridge between digital agents and the physical world is here. Now your agent teams can: -Control Arduino devices in real-time -Receive sensor data from the physical world -Trigger hardware responses to digital events Imagine factory floors that self-optimize, supply chains that self-regulate, agricultural systems that adapt in real-time. This isn't just software talking to software anymore. The line between digital and physical continues to blur, accelerated by $SERV

🔮 Introducing the OpenServ Arduino MCP The bridge between digital agents and the physical world is here. Now your agent teams can: -Control Arduino devices in real-time -Receive sensor data from the physical world -Trigger hardware responses to digital events Imagine factory floors that self-optimize, supply chains that self-regulate, agricultural systems that adapt in real-time. This isn't just software talking to software anymore. The line between digital and physical continues to blur, accelerated by $SERV

OpenServ

20,249 views • 1 year ago

Gaming + Generative AI This is a scene from GTA: San Andreas reimagined with Runway Gen-3 Jensen Huang, the CEO of Nvidia spoke of the future of DLSS where he mentioned DLSS to generate in-game assets, such as textures and objects and DLSS 10 hypothetically Delivering Full Neural Rendering. This may look bad and un-playable by our today's standards but we all know how good Generative AI Video has gotten over a few short years. This is the future of Gaming combined with Generative AI to create photorealism Video Credit: Niccyan

Gaming + Generative AI This is a scene from GTA: San Andreas reimagined with Runway Gen-3 Jensen Huang, the CEO of Nvidia spoke of the future of DLSS where he mentioned DLSS to generate in-game assets, such as textures and objects and DLSS 10 hypothetically Delivering Full Neural Rendering. This may look bad and un-playable by our today's standards but we all know how good Generative AI Video has gotten over a few short years. This is the future of Gaming combined with Generative AI to create photorealism Video Credit: Niccyan

NikTek

544,693 views • 1 year ago

The telephoto system on the vivo X300 Ultra is a bit insane. This generation brings upgrades not only in sensor specifications, but also in stabilization and subject tracking, pushing smartphone telephoto photography closer to the level of professional cameras. 1. Upgraded 200MP “Thanos Telephoto” system The X300 Ultra uses a Blueprint × Samsung HP0 200-megapixel telephoto sensor, representing the fifth generation of the Zeiss-branded “Thanos telephoto.” Building on the previous HPE solution, vivo further refined the sensor through deep customization, improving color rendering, autofocus, HDR performance, and power efficiency, allowing this 200MP telephoto to deliver stronger overall imaging performance. 2. Gimbal-level stabilization and 60fps tracking capture The X300 Ultra introduces around 3° optical stabilization on its telephoto lens, a massive jump compared with the 0.7°–1° typically seen in telephoto OIS systems and even beyond the 1.2° on the X200 Ultra. This enables CIPA 7.0-level professional stabilization. The stronger stabilization significantly improves handheld shooting at long focal lengths, including 200mm, 400mm, and beyond. In addition, the device features a Blueprint high-refresh tracking engine that supports 60fps motion capture, doubling the industry’s common 30fps capability and allowing telephoto cameras not only to capture static subjects, but also to reliably track fast-moving targets.

The telephoto system on the vivo X300 Ultra is a bit insane. This generation brings upgrades not only in sensor specifications, but also in stabilization and subject tracking, pushing smartphone telephoto photography closer to the level of professional cameras. 1. Upgraded 200MP “Thanos Telephoto” system The X300 Ultra uses a Blueprint × Samsung HP0 200-megapixel telephoto sensor, representing the fifth generation of the Zeiss-branded “Thanos telephoto.” Building on the previous HPE solution, vivo further refined the sensor through deep customization, improving color rendering, autofocus, HDR performance, and power efficiency, allowing this 200MP telephoto to deliver stronger overall imaging performance. 2. Gimbal-level stabilization and 60fps tracking capture The X300 Ultra introduces around 3° optical stabilization on its telephoto lens, a massive jump compared with the 0.7°–1° typically seen in telephoto OIS systems and even beyond the 1.2° on the X200 Ultra. This enables CIPA 7.0-level professional stabilization. The stronger stabilization significantly improves handheld shooting at long focal lengths, including 200mm, 400mm, and beyond. In addition, the device features a Blueprint high-refresh tracking engine that supports 60fps motion capture, doubling the industry’s common 30fps capability and allowing telephoto cameras not only to capture static subjects, but also to reliably track fast-moving targets.

Ice Universe

46,609 views • 4 months ago

Sensor fusion for a 5th gen fighter is a crucial step, it is the “brain” of the jet..means software layer + processing hardware that combines data streams to give the pilot a single, coherent picture. ▪️Radar, IRST, DAS, RWR all see the same target differently...fusion core aligns them in time/angle/range (using Kalman filters, AI/ML). ▪️If Radar sees a blip at 50 km, 40° right, and IRST sees a hot spot in same direction, fusion merges them > one target track, not 2...conflicting reports are resolved by probability weighting. ▪️Each sensor assigns confidence values (radar strong return means high confidence; DAS faint signal means low confidence)..fusion engine promotes/demotes tracks accordingly. ▪️Pilot doesn’t see “raw radar/IR”...Instead, cockpit displays a fused 360° battlespace map like friend/foe tagging (via IFF+datalink)..sensor cross-cued (e.g., IRST cues radar for lock, DAS cues MAWS) on priority. #AMCA

Sensor fusion for a 5th gen fighter is a crucial step, it is the “brain” of the jet..means software layer + processing hardware that combines data streams to give the pilot a single, coherent picture. ▪️Radar, IRST, DAS, RWR all see the same target differently...fusion core aligns them in time/angle/range (using Kalman filters, AI/ML). ▪️If Radar sees a blip at 50 km, 40° right, and IRST sees a hot spot in same direction, fusion merges them > one target track, not 2...conflicting reports are resolved by probability weighting. ▪️Each sensor assigns confidence values (radar strong return means high confidence; DAS faint signal means low confidence)..fusion engine promotes/demotes tracks accordingly. ▪️Pilot doesn’t see “raw radar/IR”...Instead, cockpit displays a fused 360° battlespace map like friend/foe tagging (via IFF+datalink)..sensor cross-cued (e.g., IRST cues radar for lock, DAS cues MAWS) on priority. #AMCA

Defence Decode®

16,581 views • 9 months ago

🚨 SCIENTISTS JUST PRINTED A FULLY FUNCTIONAL ELECTRONIC SENSOR DIRECTLY ONTO A LIVING LEAF. Researchers have developed a technique to print electronics onto living biological surfaces including plant leaves, animal bones, and potentially human tissue without damaging them. In one striking demonstration, they printed a wireless humidity sensor directly onto a living leaf. The printed silver spiral antenna and circuitry remained functional while the leaf stayed alive. Why this matters: Traditional electronics are rigid and separate from biology. This new approach allows electronics to be directly integrated with living systems. Potential applications include smart medical implants that grow with tissue, real-time health monitoring devices printed onto bone or skin, and even “smart plants” that can report environmental data. It moves far beyond printing plastic prototypes this is functional electronics on living matter. The technique represents a major step in bio-integrated electronics and additive manufacturing. Instead of inserting devices into the body or environment, researchers can now print them onto living surfaces with high precision. This opens the door to entirely new classes of devices: living sensors, bio-hybrid robots, and medical implants that interface more naturally with the body. How do you think printing electronics onto living tissue will change medicine or environmental monitoring in the next decade?

🚨 SCIENTISTS JUST PRINTED A FULLY FUNCTIONAL ELECTRONIC SENSOR DIRECTLY ONTO A LIVING LEAF. Researchers have developed a technique to print electronics onto living biological surfaces including plant leaves, animal bones, and potentially human tissue without damaging them. In one striking demonstration, they printed a wireless humidity sensor directly onto a living leaf. The printed silver spiral antenna and circuitry remained functional while the leaf stayed alive. Why this matters: Traditional electronics are rigid and separate from biology. This new approach allows electronics to be directly integrated with living systems. Potential applications include smart medical implants that grow with tissue, real-time health monitoring devices printed onto bone or skin, and even “smart plants” that can report environmental data. It moves far beyond printing plastic prototypes this is functional electronics on living matter. The technique represents a major step in bio-integrated electronics and additive manufacturing. Instead of inserting devices into the body or environment, researchers can now print them onto living surfaces with high precision. This opens the door to entirely new classes of devices: living sensors, bio-hybrid robots, and medical implants that interface more naturally with the body. How do you think printing electronics onto living tissue will change medicine or environmental monitoring in the next decade?

TheNewPhysics

32,392 views • 19 days ago

Since everyone lived it's safe to say this was probably the most fun this pilot and sensor officer ever had... 👀😎 Great skill to make it out safe for sure. “Today, a mechanical issue with one of NASA’s WB-57s resulted in a gear-up landing at Ellington Field. Response to the incident is ongoing, and all crew are safe at this time. As with any incident, a thorough investigation will be conducted by NASA into the cause. NASA will transparently update the public as we gather more information.” -NASA spokesman #flying #WB57 #NASA #houston #crashland #pilot

Since everyone lived it's safe to say this was probably the most fun this pilot and sensor officer ever had... 👀😎 Great skill to make it out safe for sure. “Today, a mechanical issue with one of NASA’s WB-57s resulted in a gear-up landing at Ellington Field. Response to the incident is ongoing, and all crew are safe at this time. As with any incident, a thorough investigation will be conducted by NASA into the cause. NASA will transparently update the public as we gather more information.” -NASA spokesman #flying #WB57 #NASA #houston #crashland #pilot

Mrgunsngear

46,378 views • 5 months ago

Today has been an Air-Emergency - ridiculous levels of deadly PM 2.5 circulating across North India. This imagery was shared by NASA scientist Hiren Jethva, among the foremost researchers studying aerosol activity in the atmosphere. This shows catastrophic levels of smoke pollution across North India & Pakistan, including what Hiren says is a late-afternoon burst of smog clouds in Punjab - this is the same pattern observed last year. Imagery from the GEO-KOMPSAT 2A satellite using the AMI sensor. Hiren Jethva

Today has been an Air-Emergency - ridiculous levels of deadly PM 2.5 circulating across North India. This imagery was shared by NASA scientist Hiren Jethva, among the foremost researchers studying aerosol activity in the atmosphere. This shows catastrophic levels of smoke pollution across North India & Pakistan, including what Hiren says is a late-afternoon burst of smog clouds in Punjab - this is the same pattern observed last year. Imagery from the GEO-KOMPSAT 2A satellite using the AMI sensor. Hiren Jethva

Vishnu Som

70,831 views • 8 months ago

🚨 BREAKING: MIT researchers just built a quantum sensor that can measure multiple properties at once. That matters more than it sounds. Most solid-state quantum sensors have to measure things one by one: magnetic field, temperature, strain, frequency, phase. But reality doesn’t wait its turn. MIT used entangled qubits inside a diamond defect to measure multiple signal properties in a single shot. Read that again. This means Faster measurements Less error from repeating experiments Better sensing inside complex systems like materials and living cells The wild part? They did it at room temperature. Not in some ultra-cold, impractical lab-only setup. In a platform that could actually matter for real-world sensing. Inside a tiny defect in diamond, quantum correlations were used to pull out: amplitude frequency detuning phase all from the same measurement. That’s a big shift. Because the future of quantum tech isn’t just quantum computers. It’s quantum devices that can see more of reality at once. So the real question is When sensors stop measuring one thing at a time… how much of the hidden structure of matter becomes visible? Follow me for more physics breakthroughs that actually matter.

🚨 BREAKING: MIT researchers just built a quantum sensor that can measure multiple properties at once. That matters more than it sounds. Most solid-state quantum sensors have to measure things one by one: magnetic field, temperature, strain, frequency, phase. But reality doesn’t wait its turn. MIT used entangled qubits inside a diamond defect to measure multiple signal properties in a single shot. Read that again. This means Faster measurements Less error from repeating experiments Better sensing inside complex systems like materials and living cells The wild part? They did it at room temperature. Not in some ultra-cold, impractical lab-only setup. In a platform that could actually matter for real-world sensing. Inside a tiny defect in diamond, quantum correlations were used to pull out: amplitude frequency detuning phase all from the same measurement. That’s a big shift. Because the future of quantum tech isn’t just quantum computers. It’s quantum devices that can see more of reality at once. So the real question is When sensors stop measuring one thing at a time… how much of the hidden structure of matter becomes visible? Follow me for more physics breakthroughs that actually matter.

TheNewPhysics

23,131 views • 2 months ago

We knew this was going to happen at some point, somewhere. We now have politicians officially trying to dictate what hardware autonomous companies like Tesla need to use (lol) Sen. Andrew Zwicker: "At this point, I don't think the evidence is sufficient that a single sensor with software can handle situations that humans can." Apparently Tesla's nearly 12B real world miles on FSD and Unsupervised Robotaxi operations in four cities with cameras only isn't enough evidence? This will surely not be the last time this happens Be sure to oppose this ridiculous bill with Tesla at the link below $TSLA

We knew this was going to happen at some point, somewhere. We now have politicians officially trying to dictate what hardware autonomous companies like Tesla need to use (lol) Sen. Andrew Zwicker: "At this point, I don't think the evidence is sufficient that a single sensor with software can handle situations that humans can." Apparently Tesla's nearly 12B real world miles on FSD and Unsupervised Robotaxi operations in four cities with cameras only isn't enough evidence? This will surely not be the last time this happens Be sure to oppose this ridiculous bill with Tesla at the link below $TSLA

Dillon Loomis

299,071 views • 6 days ago

The era of ultra-high-resolution imaging has arrived. Modern image sensors exceeding 200 MP resolution are common in smartphones, with over 400 MP sensors under development. However, the large number of pixels poses significant challenges for acquisition and processing, especially on edge devices. Which pixels should be acquired, and when, for bandwidth-efficient imaging and perception? We introduce Policy-based Foveated Imaging and Perception, an on-device, real-time, predictive, and task-aware framework that dynamically allocates sensor resolution to prioritize important regions under specific perception objectives. This paper will be presented at #SIGGRAPH2026! [1/6]

The era of ultra-high-resolution imaging has arrived. Modern image sensors exceeding 200 MP resolution are common in smartphones, with over 400 MP sensors under development. However, the large number of pixels poses significant challenges for acquisition and processing, especially on edge devices. Which pixels should be acquired, and when, for bandwidth-efficient imaging and perception? We introduce Policy-based Foveated Imaging and Perception, an on-device, real-time, predictive, and task-aware framework that dynamically allocates sensor resolution to prioritize important regions under specific perception objectives. This paper will be presented at #SIGGRAPH2026! [1/6]

Gordon Wetzstein

18,310 views • 1 month ago

A better — or at least a more artisanal — method is to do it by hand using a technique known as pad stitching. This is where the tailor picks up multiple layers of cloth and adds shape using their hands, needle, and thread. Can result in a better lapel roll. IG atelier.willow

A better — or at least a more artisanal — method is to do it by hand using a technique known as pad stitching. This is where the tailor picks up multiple layers of cloth and adds shape using their hands, needle, and thread. Can result in a better lapel roll. IG atelier.willow

derek guy

248,493 views • 1 year ago

The TCL P682 Super Drum is a work of art! Every tumble and turn maintains the beauty of your garments by preventing color bleeding and preserving each of their original textures. Plus, wash more in one go, thanks to an ultra-large capacity, perfect for large, active families! This isn’t accidental art, this is a clean, vibrant work of everyday life.

The TCL P682 Super Drum is a work of art! Every tumble and turn maintains the beauty of your garments by preventing color bleeding and preserving each of their original textures. Plus, wash more in one go, thanks to an ultra-large capacity, perfect for large, active families! This isn’t accidental art, this is a clean, vibrant work of everyday life.

TCL

4,062,970 views • 8 months ago

Found a job where someone replaced themself with AI and made more money. This OF creator switched from real videos to AI ones - and her average views went up by ~5x. Some videos (like this one) get millions of views…and her viewers don’t seem to know or care that it’s AI 🤯

Found a job where someone replaced themself with AI and made more money. This OF creator switched from real videos to AI ones - and her average views went up by ~5x. Some videos (like this one) get millions of views…and her viewers don’t seem to know or care that it’s AI 🤯

Justine Moore

317,495 views • 1 year ago

The following dashcam footage recently went viral in China. It shows Huawei’s most luxurious vehicle, the Zunjie S800, operating with its ADS 4.0 intelligent driving system engaged, veering out of its lane and striking a sanitation worker, who was injured in the incident. ADS disengaged at the last moment, after which AEB activated, but the remaining stopping distance was too short to prevent the collision. Huawei’s ADS is often promoted as the best intelligent driving system in China. The Zunjie S800 comes standard with ADS 4.0, featuring an extensive sensor suite that includes 4 LiDARs, 5 radars, 12 cameras, and 12 ultrasonic sensors. The vehicle’s sticker price goes up to approximately $140k.

The following dashcam footage recently went viral in China. It shows Huawei’s most luxurious vehicle, the Zunjie S800, operating with its ADS 4.0 intelligent driving system engaged, veering out of its lane and striking a sanitation worker, who was injured in the incident. ADS disengaged at the last moment, after which AEB activated, but the remaining stopping distance was too short to prevent the collision. Huawei’s ADS is often promoted as the best intelligent driving system in China. The Zunjie S800 comes standard with ADS 4.0, featuring an extensive sensor suite that includes 4 LiDARs, 5 radars, 12 cameras, and 12 ultrasonic sensors. The vehicle’s sticker price goes up to approximately $140k.

Ray

118,378 views • 5 months ago

The new Victoria VR website is live. We continue to evolve our journey with AI. Victoria VR is more than a virtual world, it’s an AI-driven platform where creation is powered by intelligence itself. Imagine writing a single sentence and watching it become a living world. AI generates the architecture. AI populates it with avatars. AI gives them memory, logic, and awareness. This is creation redefined, where generative AI meets virtual reality, and imagination meets execution. Welcome to the foundation layer of the immersive internet. Discover the new Victoria VR: Victoria VR, a world where anything is possible.

The new Victoria VR website is live. We continue to evolve our journey with AI. Victoria VR is more than a virtual world, it’s an AI-driven platform where creation is powered by intelligence itself. Imagine writing a single sentence and watching it become a living world. AI generates the architecture. AI populates it with avatars. AI gives them memory, logic, and awareness. This is creation redefined, where generative AI meets virtual reality, and imagination meets execution. Welcome to the foundation layer of the immersive internet. Discover the new Victoria VR: Victoria VR, a world where anything is possible.

Victoria VR

176,796 views • 8 months ago