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UH scientists help unlock the Sun’s magnetic secrets with AI | University of Hawaiʻi System News
UH scientists help unlock the Sun’s magnetic secrets with AI | University of Hawaiʻi System News

The University of Hawai‘i Institute for Astronomy has released an AI system that reconstructs the Sun’s magnetic field in three dimensions with unprecedented accuracy. The Haleakalā Disambiguation Decoder processes data from the NSF Daniel K. Inouye Solar Telescope to nail down the field’s true direction and height. The algorithm fuses telescope observations with the physics rule that magnetic fields form closed loops, eliminating long-standing measurement gaps. Peer-reviewed tests on calm zones, active regions, and sunspots validate its precision, and the findings appear in the Astrophysical Journal. The sharper 3D maps expose electric currents and other structures that drive solar flares and coronal mass ejections. Researchers say this clarity strengthens space-weather forecasts, buying extra time to shield satellites, power grids, and communications.

·hawaii.edu·
UH scientists help unlock the Sun’s magnetic secrets with AI | University of Hawaiʻi System News
Political Inaction Holds Back AI's Benefits
Political Inaction Holds Back AI's Benefits
We’re all familiar with the motivating cry of “YOLO” right before you do something on the edge of stupidity and exhilaration.We’ve all seen the “TL;DR” section that shares the key takeaways from a long article. And, we’ve all experienced “FOMO” when our friends make plans and we feel compelled to ta...
·thefulcrum.us·
Political Inaction Holds Back AI's Benefits
Smart Bandage Speeds Up Healing With AI Precision
Smart Bandage Speeds Up Healing With AI Precision
A smart bandage could speed up wound healing by actively tracking and responding to the healing process. The proof-of-concept device, called a-Heal, was designed to fit inside a commercial colostomy bandage and contains a camera that takes images of the wound every two hours, as well as a wireless connection to a machine learning module that provides updated recommendations on how to stimulate healing.
A smart bandage could speed up wound healing by actively tracking and responding to the healing process. The proof-of-concept device, called a-Heal, was designed to fit inside a commercial colostomy bandage and contains a camera that takes images of the wound every two hours, as well as a wireless connection to a machine learning module that provides updated recommendations on how to stimulate healing.
·spectrum.ieee.org·
Smart Bandage Speeds Up Healing With AI Precision
AI Solved the Problem I Couldn't Explain to Managers
AI Solved the Problem I Couldn't Explain to Managers
AI’s real benefit lies in providing external structure that neutralizes debilitating anxiety and cognitive overload. By automating organization and reducing perceived threats, AI converts formerly paralyzing tasks into manageable routines that sustain steady employment.
·every.to·
AI Solved the Problem I Couldn't Explain to Managers
AI steps in to detect the world's deadliest infectious disease
AI steps in to detect the world's deadliest infectious disease
More than 80 low- and middle-income countries now use AI-powered mobile x-ray systems to screen patients for tuberculosis without a radiologist present. The Global Fund has poured nearly $200 million into these deployments over the past four years.
·npr.org·
AI steps in to detect the world's deadliest infectious disease
Mukund Mohan on X: "A guy just used @AnthropicAI Claude to turn a $195,000 hospital bill into $33,000. Not with a lawyer. Not with a hospital admin insider. With a $20/month Claude Plus subscription. He uploaded the itemized bill. Claude spotted duplicate procedure codes, illegal “double https://t.co/tTWgLBL0cw" / X
Mukund Mohan on X: "A guy just used @AnthropicAI Claude to turn a $195,000 hospital bill into $33,000. Not with a lawyer. Not with a hospital admin insider. With a $20/month Claude Plus subscription. He uploaded the itemized bill. Claude spotted duplicate procedure codes, illegal “double https://t.co/tTWgLBL0cw" / X

A guy just used @AnthropicAI Claude to turn a $195,000 hospital bill into $33,000.

Not with a lawyer. Not with a hospital admin insider. With a $20/month Claude Plus subscription.

He uploaded the itemized bill. Claude spotted duplicate procedure codes, illegal “double billing,” and charges that Medicare rules explicitly forbid. Then it helped him write a letter citing every violation.

The hospital dropped their demand by 83%.

This isn’t just a feel-good story. It’s a preview of what AI will really do next: flatten systems built on opacity.

Hospitals, insurance companies, legal firms—all rely on asymmetry. They win because you don’t have access to the same data, code books, or language.

Claude gave one person the same leverage as a compliance department. That’s a revolution.

We thought AI would replace jobs. Turns out, it’s replacing excuses.

A guy just used @AnthropicAI Claude to turn a $195,000 hospital bill into $33,000. Not with a lawyer. Not with a hospital admin insider. With a $20/month Claude Plus subscription. He uploaded the itemized bill. Claude spotted duplicate procedure codes, illegal “double billing,” and charges that Medicare rules explicitly forbid. Then it helped him write a letter citing every violation. The hospital dropped their demand by 83%. This isn’t just a feel-good story. It’s a preview of what AI will really do next: flatten systems built on opacity. Hospitals, insurance companies, legal firms—all rely on asymmetry. They win because you don’t have access to the same data, code books, or language. Claude gave one person the same leverage as a compliance department. That’s a revolution. We thought AI would replace jobs. Turns out, it’s replacing excuses.
·x.com·
Mukund Mohan on X: "A guy just used @AnthropicAI Claude to turn a $195,000 hospital bill into $33,000. Not with a lawyer. Not with a hospital admin insider. With a $20/month Claude Plus subscription. He uploaded the itemized bill. Claude spotted duplicate procedure codes, illegal “double https://t.co/tTWgLBL0cw" / X
Fatigue Detection Software: Boost Safety with AI Monitoring
Fatigue Detection Software: Boost Safety with AI Monitoring
Fatigue detection software – also called a fatigue monitoring system – uses AI and computer vision to watch for signs of tiredness in real time. From the
·rswebsols.com·
Fatigue Detection Software: Boost Safety with AI Monitoring
How GeoAI is helping U.S. solar developers stay ahead
How GeoAI is helping U.S. solar developers stay ahead
Solar energy is the fastest-growing source of power in the U.S., bolstered by the previous presidential administration's support of renewables. The
·solarpowerworldonline.com·
How GeoAI is helping U.S. solar developers stay ahead
Indonesia's Film Industry Embraces AI To Make Hollywood-style Movies For Cheap - Slashdot
Indonesia's Film Industry Embraces AI To Make Hollywood-style Movies For Cheap - Slashdot
Indonesia's film industry has started using generative AI tools to produce films at a fraction of Hollywood budgets. The country's filmmakers are deploying ChatGPT for scriptwriting, Midjourney for image generation, and Runway for video storyboarding. VFX artist Amilio Garcia Leonard told Rest of Wo...
·entertainment.slashdot.org·
Indonesia's Film Industry Embraces AI To Make Hollywood-style Movies For Cheap - Slashdot
AstraZeneca Signs Up For $555 Million AI Deal With Algen To Develop Therapies - Slashdot
AstraZeneca Signs Up For $555 Million AI Deal With Algen To Develop Therapies - Slashdot
AstraZeneca has licensed Algen Biotechnologies' AI-powered gene-editing platform, AlgenBrain, to develop immune-related therapies in a deal worth up to $555 million. Reuters reports: AstraZeneca will get exclusive rights to develop and sell approved therapies, if any, that target immune system-rela...
·science.slashdot.org·
AstraZeneca Signs Up For $555 Million AI Deal With Algen To Develop Therapies - Slashdot
AI-Powered Stan Lee Hologram Debuts at LA Comic Con - Slashdot
AI-Powered Stan Lee Hologram Debuts at LA Comic Con - Slashdot
An anonymous reader shared this report from Ars Technica: Late last week, The Hollywood Reporter ran a story about an "AI Stan Lee hologram" that would be appearing at the LA Comic Con this weekend. [Watch it in action here.] Nearly seven years after the famous Marvel Comics creator's death at the ...
·entertainment.slashdot.org·
AI-Powered Stan Lee Hologram Debuts at LA Comic Con - Slashdot
Using Artificial Intelligence to Elevate Science Lab Safety
Using Artificial Intelligence to Elevate Science Lab Safety
Artificial Intelligence (AI) is transforming lab safety with PPE detection, virtual simulations, and air-quality monitoring making classrooms smarter and safer.
·edcircuit.com·
Using Artificial Intelligence to Elevate Science Lab Safety
AI fares better than doctors at predicting deadly complications after surgery
AI fares better than doctors at predicting deadly complications after surgery
A new artificial intelligence model found previously undetected signals in routine heart tests that strongly predict which patients will suffer potentially deadly complications after surgery. The model significantly outperformed risk scores currently relied upon by doctors.
·hub.jhu.edu·
AI fares better than doctors at predicting deadly complications after surgery
The AI breakthrough that uses almost no power to create images
The AI breakthrough that uses almost no power to create images
Unlike conventional AI, which relies on millions of computer calculations, this process uses light to do all the heavy lifting. Consequently, the system uses almost no power. "Our optical generative models can synthesize countless images with almost no computing power, offering a scalable and energy-efficient alternative to digital AI models," said Shiqi Chen, lead author.
Unlike conventional AI, which relies on millions of computer calculations, this process uses light to do all the heavy lifting. Consequently, the system uses almost no power. "Our optical generative models can synthesize countless images with almost no computing power, offering a scalable and energy-efficient alternative to digital AI models," said Shiqi Chen, lead author.
·techxplore.com·
The AI breakthrough that uses almost no power to create images
AI stethoscope could detect heart conditions in seconds
AI stethoscope could detect heart conditions in seconds

Stethoscopes powered by artificial intelligence (AI) could help detect three different heart conditions in seconds, researchers say.

The original stethoscope, invented in 1816, allows doctors to listen to the internal sounds of a patient's body.

A British team conducted a study using a modern version and say they found it can spot heart failure, heart valve disease and abnormal heart rhythms almost instantly.

The tool could be a "real game-changer" resulting in patients being treated sooner, the researchers say - with plans to roll the device out across the UK following a study involving 205 GP surgeries in west and north-west London.

AI in healthcare: what are the risks for the NHS? The device replaces the traditional chest piece with a device around the size of a playing card. It uses a microphone to analyse subtle differences in heartbeat and blood flow that the human ear cannot detect.

It takes an ECG (electrocardiogram), recording electrical signals from the heart, and sends the information to the cloud to be analysed by AI trained on data from tens of thousands of patients.

The study by Imperial College London and Imperial College Healthcare NHS Trust saw more than 12,000 patients from 96 surgeries examined with AI stethoscopes manufactured by US firm Eko Health. They were then compared to patients from 109 GP surgeries where the technology was not used.

Those with heart failure were 2.33 times more likely to have it detected within 12 months when examined with the AI stethoscope, researchers said.

Stethoscopes powered by artificial intelligence (AI) could help detect three different heart conditions in seconds, researchers say.The original stethoscope, invented in 1816, allows doctors to listen to the internal sounds of a patient's body.A British team conducted a study using a modern version and say they found it can spot heart failure, heart valve disease and abnormal heart rhythms almost instantly.The tool could be a "real game-changer" resulting in patients being treated sooner, the researchers say - with plans to roll the device out across the UK following a study involving 205 GP surgeries in west and north-west London.AI in healthcare: what are the risks for the NHS?The device replaces the traditional chest piece with a device around the size of a playing card. It uses a microphone to analyse subtle differences in heartbeat and blood flow that the human ear cannot detect.It takes an ECG (electrocardiogram), recording electrical signals from the heart, and sends the information to the cloud to be analysed by AI trained on data from tens of thousands of patients.The study by Imperial College London and Imperial College Healthcare NHS Trust saw more than 12,000 patients from 96 surgeries examined with AI stethoscopes manufactured by US firm Eko Health. They were then compared to patients from 109 GP surgeries where the technology was not used.Those with heart failure were 2.33 times more likely to have it detected within 12 months when examined with the AI stethoscope, researchers said.
·bbc.com·
AI stethoscope could detect heart conditions in seconds
Apertus LLM - a swiss-ai Collection
Apertus LLM - a swiss-ai Collection
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
·huggingface.co·
Apertus LLM - a swiss-ai Collection