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Researchers at Hokkaido University developed ultra-strong underwater adhesives by combining insights from nature with artificial intelligence.

The team analyzed over 24,000 adhesive proteins from marine organisms like mussels and barnacles, identifying common molecular patterns that enable wet adhesion.

They synthesized 180 hydrogels based on these patterns, then used machine learning to optimize the formulations.

After three AI-guided rounds of predictions and testing, they achieved adhesive strength exceeding one megapascal—ten times stronger than previous underwater glues.

The material instantly sealed high-pressure water leaks, withstood ocean waves for over a year, and outperformed commercial products like Flex Tape.

With good biocompatibility and scalable production using common components, these hydrogels show promise for surgical applications, marine engineering, and deep-sea exploration.

You can read more in the research paper titled “Data-driven de novo design of super-adhesive hydrogels” published on Nature.com

#trendingreels #ai #science #research #technology
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rowancheung
Researchers at Hokkaido University developed ultra-strong underwater adhesives by combining insights from nature with artificial intelligence. The team analyzed over 24,000 adhesive proteins from marine organisms like mussels and barnacles, identifying common molecular patterns that enable wet adhesion. They synthesized 180 hydrogels based on these patterns, then used machine learning to optimize the formulations. After three AI-guided rounds of predictions and testing, they achieved adhesive strength exceeding one megapascal—ten times stronger than previous underwater glues. The material instantly sealed high-pressure water leaks, withstood ocean waves for over a year, and outperformed commercial products like Flex Tape. With good biocompatibility and scalable production using common components, these hydrogels show promise for surgical applications, marine engineering, and deep-sea exploration. You can read more in the research paper titled “Data-driven de novo design of super-adhesive hydrogels” published on Nature.com #trendingreels #ai #science #research #technology
🏝️ The tiny Caribbean island of Anguilla has unexpectedly become a major beneficiary of the global AI boom thanks to its “.ai” domain suffix assigned in 1995.

Following ChatGPT’s launch in 2022, domain registrations skyrocketed, with tech giants like Google and Microsoft, among many other ventures securing their .ai addresses.

Revenue from domains surged to around EC$105.5 million (about $39 million USD) in 2024, now representing over 20% of government income for the tourism-dependent island of just 16,000 residents. (Source: Anguilla Ministry of Finance)

Officials plan to use this windfall to expand airport infrastructure and diversify the economy, though some expatriate residents worry about overdevelopment changing the island’s tranquil character.

Anguilla exemplifies how digital assets can transform small economies in unpredictable ways.

#trendingreels #ai #tech #domainnames #interestingfacts #internet
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🏝️ The tiny Caribbean island of Anguilla has unexpectedly become a major beneficiary of the global AI boom thanks to its “.ai” domain suffix assigned in 1995. Following ChatGPT’s launch in 2022, domain registrations skyrocketed, with tech giants like Google and Microsoft, among many other ventures securing their .ai addresses. Revenue from domains surged to around EC$105.5 million (about $39 million USD) in 2024, now representing over 20% of government income for the tourism-dependent island of just 16,000 residents. (Source: Anguilla Ministry of Finance) Officials plan to use this windfall to expand airport infrastructure and diversify the economy, though some expatriate residents worry about overdevelopment changing the island’s tranquil character. Anguilla exemplifies how digital assets can transform small economies in unpredictable ways. #trendingreels #ai #tech #domainnames #interestingfacts #internet
Researchers at ETH Zurich have developed magnetic microrobots capable of delivering drugs to precise locations inside the body. 

Their study, “Clinically Ready Magnetic Microrobots for Targeted Therapies,” describes a system where gelatin capsules embedded with magnetic nanoparticles are guided through blood vessels using external electromagnetic fields. 

Doctors can track the microrobots in real time via X-ray imaging. Once the capsule reaches its target, a high-frequency magnetic field heats the particles, dissolving the gelatin and releasing medication within forty seconds. 

The team successfully demonstrated navigation in pigs and sheep, marking the first time magnetic microrobots have operated within a clinically relevant environment. All materials used are already FDA-approved for other intravenous applications.

DOI: 10.1126/science.adx1708

#science #tech #robot #medicine #research
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Researchers at ETH Zurich have developed magnetic microrobots capable of delivering drugs to precise locations inside the body. Their study, “Clinically Ready Magnetic Microrobots for Targeted Therapies,” describes a system where gelatin capsules embedded with magnetic nanoparticles are guided through blood vessels using external electromagnetic fields. Doctors can track the microrobots in real time via X-ray imaging. Once the capsule reaches its target, a high-frequency magnetic field heats the particles, dissolving the gelatin and releasing medication within forty seconds. The team successfully demonstrated navigation in pigs and sheep, marking the first time magnetic microrobots have operated within a clinically relevant environment. All materials used are already FDA-approved for other intravenous applications. DOI: 10.1126/science.adx1708 #science #tech #robot #medicine #research
🧑‍🔬 Former Google CEO Eric Schmidt is backing FutureHouse, a nonprofit developing AI systems to accelerate scientific breakthroughs.

Their newly launched platform features four specialized AI agents that outperform PhD researchers in analyzing scientific literature.

The system can identify root causes of diseases and potential treatments by processing thousands of research papers in minutes rather than weeks.

During demonstrations, researchers used the platform to rapidly discover potential drug targets for PCOS.

With transparent reasoning processes and API access for integration into existing workflows, FutureHouse aims to fundamentally transform how scientific discoveries happen, potentially saving millions of lives through faster medical breakthroughs.

#ai #science #research #medical #technology
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🧑‍🔬 Former Google CEO Eric Schmidt is backing FutureHouse, a nonprofit developing AI systems to accelerate scientific breakthroughs. Their newly launched platform features four specialized AI agents that outperform PhD researchers in analyzing scientific literature. The system can identify root causes of diseases and potential treatments by processing thousands of research papers in minutes rather than weeks. During demonstrations, researchers used the platform to rapidly discover potential drug targets for PCOS. With transparent reasoning processes and API access for integration into existing workflows, FutureHouse aims to fundamentally transform how scientific discoveries happen, potentially saving millions of lives through faster medical breakthroughs. #ai #science #research #medical #technology
🦞🦀 Researchers at EPFL in Switzerland have developed functional robot components from discarded langoustine shells, demonstrating a new approach they call “necrobotics.”

The crustacean exoskeletons, typically thrown away as food waste, naturally combine rigid protective plates with flexible joints—a structure difficult to replicate synthetically.

By augmenting three-gram shells with tendons, elastomers, and silicone coatings, the team created actuators capable of supporting 680-gram payloads, operating at eight cycles per second, and powering swimming robots.

The design enables circular manufacturing: shells biodegrade after use while synthetic components get reused.

With millions of tons of crustacean shells discarded annually, the research suggests food waste could become a sustainable source for robotics hardware.

Research paper info👇

Title: “Dead Matter, Living Machines: Repurposing Crustaceans’ Abdomen Exoskeleton for Bio-Hybrid Robots”

DOI: 10.1002/advs.202517712

Authors: Sareum Kim, Kieran Gilday, and Josie Hughes

Institution: The CREATE Lab, Institute of Mechanical Engineering, School of Engineering, EPFL (Lausanne, Switzerland)

Journal: Advanced Science

#trendingreels #robotics #research #science
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🦞🦀 Researchers at EPFL in Switzerland have developed functional robot components from discarded langoustine shells, demonstrating a new approach they call “necrobotics.” The crustacean exoskeletons, typically thrown away as food waste, naturally combine rigid protective plates with flexible joints—a structure difficult to replicate synthetically. By augmenting three-gram shells with tendons, elastomers, and silicone coatings, the team created actuators capable of supporting 680-gram payloads, operating at eight cycles per second, and powering swimming robots. The design enables circular manufacturing: shells biodegrade after use while synthetic components get reused. With millions of tons of crustacean shells discarded annually, the research suggests food waste could become a sustainable source for robotics hardware. Research paper info👇 Title: “Dead Matter, Living Machines: Repurposing Crustaceans’ Abdomen Exoskeleton for Bio-Hybrid Robots” DOI: 10.1002/advs.202517712 Authors: Sareum Kim, Kieran Gilday, and Josie Hughes Institution: The CREATE Lab, Institute of Mechanical Engineering, School of Engineering, EPFL (Lausanne, Switzerland) Journal: Advanced Science #trendingreels #robotics #research #science
💾 Microsoft has been working on Project Silica for nearly a decade, and this month marked its biggest leap yet.

The research phase is now officially complete, and the system no longer requires rare, expensive glass. 

It now works with the same heat-resistant material found in Pyrex cookware. That solves what was previously the biggest barrier to real-world deployment. 

The glass stores nearly 5 terabytes of data in a coaster-sized slab, needs no power to maintain it, and is immune to heat, water, and magnetic fields that would destroy conventional storage within decades.

Microsoft has already used it to archive the 1978 Superman film and partnered with the Global Music Vault to preserve recordings under Arctic ice.

You can read more about it in their latest research paper, details below👇

Study: “Laser writing in glass for dense, fast and efficient archival data storage” published in Nature
DOI: 10.1038/s41586-025-10042-w
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💾 Microsoft has been working on Project Silica for nearly a decade, and this month marked its biggest leap yet. The research phase is now officially complete, and the system no longer requires rare, expensive glass. It now works with the same heat-resistant material found in Pyrex cookware. That solves what was previously the biggest barrier to real-world deployment. The glass stores nearly 5 terabytes of data in a coaster-sized slab, needs no power to maintain it, and is immune to heat, water, and magnetic fields that would destroy conventional storage within decades. Microsoft has already used it to archive the 1978 Superman film and partnered with the Global Music Vault to preserve recordings under Arctic ice. You can read more about it in their latest research paper, details below👇 Study: “Laser writing in glass for dense, fast and efficient archival data storage” published in Nature DOI: 10.1038/s41586-025-10042-w
Dutch technology company ASML manufactures the world’s most advanced chipmaking machines, costing up to $400 million each.

Only five of their High NA lithography systems exist globally, and they’re essential for producing cutting-edge semiconductors used by NVIDIA, Apple, and TSMC.

The machines create extreme ultraviolet light (EUV) by shooting molten tin at 50,000 droplets per second and vaporizing them with lasers.

This process etches microscopic patterns onto silicon wafers with unprecedented precision.

Each machine takes 18 months to build, weighs more than a double-decker bus, and requires seven Boeing 747 aircraft for delivery.

ASML’s monopoly on this technology has made it a geopolitical flashpoint in global trade disputes.

#trendingreels #ai #datacenter #technology #semiconductor
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Dutch technology company ASML manufactures the world’s most advanced chipmaking machines, costing up to $400 million each. Only five of their High NA lithography systems exist globally, and they’re essential for producing cutting-edge semiconductors used by NVIDIA, Apple, and TSMC. The machines create extreme ultraviolet light (EUV) by shooting molten tin at 50,000 droplets per second and vaporizing them with lasers. This process etches microscopic patterns onto silicon wafers with unprecedented precision. Each machine takes 18 months to build, weighs more than a double-decker bus, and requires seven Boeing 747 aircraft for delivery. ASML’s monopoly on this technology has made it a geopolitical flashpoint in global trade disputes. #trendingreels #ai #datacenter #technology #semiconductor
OpenAI has developed a specialized AI model that successfully redesigned Nobel Prize-winning proteins to reverse cellular aging with 50-fold greater efficiency.

Working with longevity startup Retro Bio, researchers used GPT-4b micro, a model trained on biological data rather than text, to reengineer Yamanaka factors, proteins that reprogram adult cells into stem cells.

The original 2012 discovery converted less than 0.1% of cells over weeks, but the AI-designed versions achieved over 30% success rates and demonstrated superior DNA damage repair capabilities.

Multiple labs validated the results across different cell types and delivery methods, suggesting the approach could dramatically accelerate regenerative medicine and aging research from decades to weeks.

#trendingreels #ai #biotech #technology #future #medical #research #science
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OpenAI has developed a specialized AI model that successfully redesigned Nobel Prize-winning proteins to reverse cellular aging with 50-fold greater efficiency. Working with longevity startup Retro Bio, researchers used GPT-4b micro, a model trained on biological data rather than text, to reengineer Yamanaka factors, proteins that reprogram adult cells into stem cells. The original 2012 discovery converted less than 0.1% of cells over weeks, but the AI-designed versions achieved over 30% success rates and demonstrated superior DNA damage repair capabilities. Multiple labs validated the results across different cell types and delivery methods, suggesting the approach could dramatically accelerate regenerative medicine and aging research from decades to weeks. #trendingreels #ai #biotech #technology #future #medical #research #science
The first transatlantic fiber-optic cable is being recovered from the ocean floor. 

TAT-8, which went live in 1988, was revolutionary for its time. It was the first to carry data between Europe and the United States using light instead of electrical signals. 

Engineers believed it might be the last cable the world would ever need. It filled to capacity within 18 months. 

Retired in 2002 after developing an unrepairable fault, it has sat on the seabed for over two decades. A small crew is now hauling it up for recycling. 

The operation coincides with Meta’s announcement of Project Waterworth, a 50,000 kilometer cable built partly to support AI infrastructure.

To read more about it, check out the recent Wired article titled “Say Goodbye to the Undersea Cable That Made the Global Internet Possible”

#internet #tech
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The first transatlantic fiber-optic cable is being recovered from the ocean floor. TAT-8, which went live in 1988, was revolutionary for its time. It was the first to carry data between Europe and the United States using light instead of electrical signals. Engineers believed it might be the last cable the world would ever need. It filled to capacity within 18 months. Retired in 2002 after developing an unrepairable fault, it has sat on the seabed for over two decades. A small crew is now hauling it up for recycling. The operation coincides with Meta’s announcement of Project Waterworth, a 50,000 kilometer cable built partly to support AI infrastructure. To read more about it, check out the recent Wired article titled “Say Goodbye to the Undersea Cable That Made the Global Internet Possible” #internet #tech
MIT graduate student Alex Kachkine has developed an AI-powered art restoration system that can repair damaged paintings in hours rather than years.

Detailed in a research paper in Nature titled “Physical restoration of a painting with a digitally constructed mask,” the breakthrough method uses deep learning to analyze artwork damage and digitally reconstruct missing sections, then prints restorations onto ultra-thin transparent masks using museum-quality inks.

The masks can be layered over original paintings and completely removed without damage, addressing ethical concerns about permanent alterations.

Working 65 times faster than traditional hand-painting, the system has attracted Italy’s Ministry of Culture, which is adapting it for major projects like earthquake-damaged 15th-century frescoes.

#trendingreels #ai #artrestoration #technology
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MIT graduate student Alex Kachkine has developed an AI-powered art restoration system that can repair damaged paintings in hours rather than years. Detailed in a research paper in Nature titled “Physical restoration of a painting with a digitally constructed mask,” the breakthrough method uses deep learning to analyze artwork damage and digitally reconstruct missing sections, then prints restorations onto ultra-thin transparent masks using museum-quality inks. The masks can be layered over original paintings and completely removed without damage, addressing ethical concerns about permanent alterations. Working 65 times faster than traditional hand-painting, the system has attracted Italy’s Ministry of Culture, which is adapting it for major projects like earthquake-damaged 15th-century frescoes. #trendingreels #ai #artrestoration #technology
Former Google CEO Eric Schmidt is backing FutureHouse, a nonprofit building AI systems to accelerate scientific discovery.

Their newly launched platform features four specialized AI agents that surpass PhD researchers in analyzing scientific literature. 

The system identifies disease causes and potential treatments by processing thousands of research papers in minutes instead of weeks. 

In demonstrations, researchers used the platform to quickly discover potential drug targets for PCOS. 

With transparent reasoning processes and API access for integration into existing research workflows, FutureHouse aims to fundamentally transform how scientific breakthroughs happen, potentially saving millions of lives through accelerated medical discoveries.

#trendingreels #ai #medical #research #science
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Former Google CEO Eric Schmidt is backing FutureHouse, a nonprofit building AI systems to accelerate scientific discovery. Their newly launched platform features four specialized AI agents that surpass PhD researchers in analyzing scientific literature. The system identifies disease causes and potential treatments by processing thousands of research papers in minutes instead of weeks. In demonstrations, researchers used the platform to quickly discover potential drug targets for PCOS. With transparent reasoning processes and API access for integration into existing research workflows, FutureHouse aims to fundamentally transform how scientific breakthroughs happen, potentially saving millions of lives through accelerated medical discoveries. #trendingreels #ai #medical #research #science
🩻 Google has released MedGemma, an open-source AI model designed specifically for medical applications.

The system can analyze medical images like chest X-rays while simultaneously processing text data from electronic health records.

In clinical testing, 81% of MedGemma’s chest X-ray reports were deemed accurate enough for patient care by board-certified radiologists.

The AI scored 87.7% on MedQA medical knowledge tests, approaching the performance of much larger models while requiring significantly less computational power.

Hospitals in Taiwan are already using it with traditional Chinese medical literature, while developers in India report success with clinical tasks like summarizing patient progress notes.

Unlike proprietary AI systems, MedGemma can be downloaded and customized by hospitals, allowing them to maintain control over sensitive patient data while adapting the technology for their specific medical specialties and workflows.

#trendingreels #ai #medical #medtech #research
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🩻 Google has released MedGemma, an open-source AI model designed specifically for medical applications. The system can analyze medical images like chest X-rays while simultaneously processing text data from electronic health records. In clinical testing, 81% of MedGemma’s chest X-ray reports were deemed accurate enough for patient care by board-certified radiologists. The AI scored 87.7% on MedQA medical knowledge tests, approaching the performance of much larger models while requiring significantly less computational power. Hospitals in Taiwan are already using it with traditional Chinese medical literature, while developers in India report success with clinical tasks like summarizing patient progress notes. Unlike proprietary AI systems, MedGemma can be downloaded and customized by hospitals, allowing them to maintain control over sensitive patient data while adapting the technology for their specific medical specialties and workflows. #trendingreels #ai #medical #medtech #research
🔬Nobel Prize-winning chemist Omar Yaghi has developed a technology that could harvest drinking water from thin air.

His invention, called metal-organic frameworks (MOFs), consists of tiny crystals filled with microscopic pores that absorb moisture from the atmosphere and release it as clean water when exposed to sunlight.

Unlike traditional water harvesting methods that require significant energy, these systems can operate completely off-grid.

Yaghi’s company Atoco uses AI to accelerate the development of these materials, with machine learning models predicting material properties and optimizing structures for efficiency.

What once took years of experimentation now takes weeks.

Growing up in Jordan without running water, Yaghi spent his childhood waiting for the city to switch on local taps so his family could fill their tanks.

Now he’s racing to provide water independence to people around the world. �Field tests are scheduled for early 2026 in the Mojave Desert, one of the hottest and driest places on the planet.

#science #techforgood #research #future #chemistry
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🔬Nobel Prize-winning chemist Omar Yaghi has developed a technology that could harvest drinking water from thin air. His invention, called metal-organic frameworks (MOFs), consists of tiny crystals filled with microscopic pores that absorb moisture from the atmosphere and release it as clean water when exposed to sunlight. Unlike traditional water harvesting methods that require significant energy, these systems can operate completely off-grid. Yaghi’s company Atoco uses AI to accelerate the development of these materials, with machine learning models predicting material properties and optimizing structures for efficiency. What once took years of experimentation now takes weeks. Growing up in Jordan without running water, Yaghi spent his childhood waiting for the city to switch on local taps so his family could fill their tanks. Now he’s racing to provide water independence to people around the world. �Field tests are scheduled for early 2026 in the Mojave Desert, one of the hottest and driest places on the planet. #science #techforgood #research #future #chemistry
🌲Researchers from Oxford and ETH Zurich have developed an AI system that autonomously surveys forests and measures trees with remarkable precision.

The robot uses LiDAR sensors and AI to navigate woodland terrain while identifying individual trees and measuring their diameter at breast height within 2 centimeters accuracy.

During field tests across Finland and the UK, the system surveyed nearly one hectare in 20 minutes, cataloging over 100 trees and achieving survey rates of 2 hectares per hour.

Unlike wheeled vehicles that damage forest soil or drones limited by dense canopy, the legged platform offers sustainable forest monitoring for carbon accounting and timber management while reducing physical demands on human foresters.

#trendingreels #ai #robotics #research #lidar #technology
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🌲Researchers from Oxford and ETH Zurich have developed an AI system that autonomously surveys forests and measures trees with remarkable precision. The robot uses LiDAR sensors and AI to navigate woodland terrain while identifying individual trees and measuring their diameter at breast height within 2 centimeters accuracy. During field tests across Finland and the UK, the system surveyed nearly one hectare in 20 minutes, cataloging over 100 trees and achieving survey rates of 2 hectares per hour. Unlike wheeled vehicles that damage forest soil or drones limited by dense canopy, the legged platform offers sustainable forest monitoring for carbon accounting and timber management while reducing physical demands on human foresters. #trendingreels #ai #robotics #research #lidar #technology
At this remote observatory in rural Texas, 550 robotic telescopes operate from eleven identical sheds built on former cattle grazing land.

Each night, retractable roofs slide open automatically, and amateur astronomers worldwide control their instruments remotely via fiber-optic internet.

The facility charges just $99 monthly for the smallest telescopes, making Class 1 dark skies accessible without traveling to remote deserts.

Small $500 Seestar telescopes that premium observatories rejected now sit alongside expensive instruments with two-foot mirrors.

A Discord group of 2,000 astronomy enthusiasts troubleshoots technical issues and combines data from multiple telescopes to capture supernova remnants too faint for individual observation.

Starfront recently bought 20 adjacent acres and is considering a Southern Hemisphere location.

#trendingreels #tech #telescope #astrophotography
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At this remote observatory in rural Texas, 550 robotic telescopes operate from eleven identical sheds built on former cattle grazing land. Each night, retractable roofs slide open automatically, and amateur astronomers worldwide control their instruments remotely via fiber-optic internet. The facility charges just $99 monthly for the smallest telescopes, making Class 1 dark skies accessible without traveling to remote deserts. Small $500 Seestar telescopes that premium observatories rejected now sit alongside expensive instruments with two-foot mirrors. A Discord group of 2,000 astronomy enthusiasts troubleshoots technical issues and combines data from multiple telescopes to capture supernova remnants too faint for individual observation. Starfront recently bought 20 adjacent acres and is considering a Southern Hemisphere location. #trendingreels #tech #telescope #astrophotography
Sam Altman on Sora and why OpenAI releases AI video tools early, even with risks of deepfakes and watermark removal. Watch the full interview with Sam on my YouTube (link in story!)

#trendingreels #ai #sora
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Sam Altman on Sora and why OpenAI releases AI video tools early, even with risks of deepfakes and watermark removal. Watch the full interview with Sam on my YouTube (link in story!) #trendingreels #ai #sora
Kodiak Robotics is operating autonomous eighteen-wheelers in West Texas that haul sand for an energy company across harsh desert terrain with no safety drivers aboard.

Unlike competitors building complete autonomous vehicles, Kodiak retrofits existing customer trucks with modular sensor technology featuring twelve cameras, four LiDAR units, and advanced AI systems.

The company has logged over three million autonomous miles and delivers freight for major corporations including IKEA and Tyson Foods using safety drivers on highways.

Kodiak recently partnered with Berlin-based Vay to add remote driving capabilities for complex scenarios.

With plans for fully driverless highway operations by late 2026 and a $2.5 billion public market debut, autonomous freight is transitioning from testing to commercial reality.

#trendingreels #ai #selfdriving #autonomous #trucking #future #technology
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Kodiak Robotics is operating autonomous eighteen-wheelers in West Texas that haul sand for an energy company across harsh desert terrain with no safety drivers aboard. Unlike competitors building complete autonomous vehicles, Kodiak retrofits existing customer trucks with modular sensor technology featuring twelve cameras, four LiDAR units, and advanced AI systems. The company has logged over three million autonomous miles and delivers freight for major corporations including IKEA and Tyson Foods using safety drivers on highways. Kodiak recently partnered with Berlin-based Vay to add remote driving capabilities for complex scenarios. With plans for fully driverless highway operations by late 2026 and a $2.5 billion public market debut, autonomous freight is transitioning from testing to commercial reality. #trendingreels #ai #selfdriving #autonomous #trucking #future #technology
✋ This robotic hand costs less than $2,000 and can be 3D printed in a single day. It also just ran autonomously for seven hours without a single hardware failure…👀

Researchers at ETH Zurich created ORCA, an open-source tendon-driven hand with tactile sensors on each fingertip, a self-calibration system, and joints designed to dislocate rather than break under stress.

Comparable robotic hands with human-like dexterity typically cost over $100,000 and require enterprise-level maintenance.

ORCA can hold over 20 pounds and learn manipulation tasks through both imitation learning and simulation-to-real transfer. 

All design files and source code are publicly available one their website: orcahand.com and on GitHub - github.com/orcahand
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✋ This robotic hand costs less than $2,000 and can be 3D printed in a single day. It also just ran autonomously for seven hours without a single hardware failure…👀 Researchers at ETH Zurich created ORCA, an open-source tendon-driven hand with tactile sensors on each fingertip, a self-calibration system, and joints designed to dislocate rather than break under stress. Comparable robotic hands with human-like dexterity typically cost over $100,000 and require enterprise-level maintenance. ORCA can hold over 20 pounds and learn manipulation tasks through both imitation learning and simulation-to-real transfer. All design files and source code are publicly available one their website: orcahand.com and on GitHub - github.com/orcahand
As AI chips consume more power (up to 1,200 watts for Nvidia’s newest GPUs) liquid cooling has become the norm.

But the most experimental solution is two-phase immersion cooling, where entire servers are submerged in specialized fluids that boil at 43 degrees Celsius.

Companies like Chemours have developed proprietary dielectric fluids that absorb heat through phase change without increasing temperature, offering far greater cooling efficiency than static liquids while eliminating energy-intensive chillers.

China has deployed underwater data centers (literally in the ocean) using similar principles, saving 122 million kilowatt hours annually.

However, the specialized fluids remain expensive and prone to evaporation.

With chips projected to reach 5,000 watts within two years, liquid cooling has become essential for AI’s future.

Footage source: Chemours, Allied Control, Gigabyte, and Danny Winget

#trendingreels #ai #datacenter #technology
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As AI chips consume more power (up to 1,200 watts for Nvidia’s newest GPUs) liquid cooling has become the norm. But the most experimental solution is two-phase immersion cooling, where entire servers are submerged in specialized fluids that boil at 43 degrees Celsius. Companies like Chemours have developed proprietary dielectric fluids that absorb heat through phase change without increasing temperature, offering far greater cooling efficiency than static liquids while eliminating energy-intensive chillers. China has deployed underwater data centers (literally in the ocean) using similar principles, saving 122 million kilowatt hours annually. However, the specialized fluids remain expensive and prone to evaporation. With chips projected to reach 5,000 watts within two years, liquid cooling has become essential for AI’s future. Footage source: Chemours, Allied Control, Gigabyte, and Danny Winget #trendingreels #ai #datacenter #technology
Last week Waymo unveiled a new AI simulation system called the Waymo World Model, built on Google DeepMind’s Genie 3 technology.

The model generates photorealistic driving scenarios (complete with camera and lidar data) from simple text prompts, allowing engineers to train self-driving cars on rare and dangerous situations without waiting to encounter them on real roads.

The system can also convert ordinary dashcam footage into full multi-sensor simulations and modify conditions like weather, lighting, and traffic in recorded drives.

The technology arrives as Waymo expands into cities with more challenging driving conditions, like Boston and Washington D.C. among many others.

#trendingreels #ai #future #tech #autonomous
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Last week Waymo unveiled a new AI simulation system called the Waymo World Model, built on Google DeepMind’s Genie 3 technology. The model generates photorealistic driving scenarios (complete with camera and lidar data) from simple text prompts, allowing engineers to train self-driving cars on rare and dangerous situations without waiting to encounter them on real roads. The system can also convert ordinary dashcam footage into full multi-sensor simulations and modify conditions like weather, lighting, and traffic in recorded drives. The technology arrives as Waymo expands into cities with more challenging driving conditions, like Boston and Washington D.C. among many others. #trendingreels #ai #future #tech #autonomous

Rowan Cheung (@rowancheung) Instagram Stats & Analytics

Rowan Cheung (@rowancheung) has 352K Instagram followers with a 5.12% engagement rate over the past 12 months. Across 209 posts, Rowan Cheung received 2.36M total likes and 46.3M impressions, averaging 11.3K likes per post. This page tracks Rowan Cheung's performance metrics, top content, and engagement trends — updated daily.

Rowan Cheung (@rowancheung) Instagram Analytics FAQ

How many Instagram followers does Rowan Cheung have?+
Rowan Cheung (@rowancheung) has 352K Instagram followers as of April 2026.
What is Rowan Cheung's Instagram engagement rate?+
Rowan Cheung's Instagram engagement rate is 5.12% over the last 12 months, based on 209 posts.
How many likes does Rowan Cheung get on Instagram?+
Rowan Cheung received 2.36M total likes across 209 posts in the last 12 months, averaging 11.3K likes per post.
How many Instagram impressions does Rowan Cheung get?+
Rowan Cheung's Instagram content generated 46.3M total impressions over the last 12 months.