Data science
fromMedium
1 day agoContext matters... A lot
Large language models excel at tasks but struggle with context, leading to potentially misleading answers despite their capabilities.
Body agency is a power returned after an incident took it away from the user's physical form, and some wearable devices and technologies have this exact goal in mind.
When I moved in here it truly was my last resort. Since living here I feel like I have the same independent life that my friends have and I just don't want to lose that. The guide dog run is probably the most important thing for me. It's a safe and confined area where I feel comfortable taking my dog out, especially at night.
If we told them to look at the face, they could usually manage it. But they were mostly looking at the hands. The Prakash children eventually learn to look at faces when spoken to - usually a few months after their surgeries. Their experiences reveal that seeing doesn't come naturally the moment a person is cured of blindness. Newly-sighted people must learn to see.
The glasses, developed over ten years, can guide people living with early-stage dementia through daily activities by identifying everyday objects and providing audio commentary and putting up visual prompts.
Ana proposed the following: Is this enough in 2026? As an occasional purveyor of the visually-hidden class myself, the question wriggled its way into my brain. I felt compelled to investigate the whole ordeal. Spoiler: I do not have a satisfactory yes-or-no answer, but I do have a wall of text!
Laboratory safety goggles have finally joined the ranks of smart devices. That's the promise behind LabOS, an AI operating system for scientific laboratories built by the Stanford-Princeton AI Coscientist Team, a group led by Stanford University bioengineer Le Cong and Princeton University computer scientist Mengdi Wang, with founding partners that include NVIDIA. Powered by NVIDIA's vision-language models to process visual data, the system is designed to provide AI with real-time knowledge of lab work so it can determine what causes experiments to fail or succeed and rapidly train new scientists to expert levels by guiding them through experimental protocols.
When I take a walk in my neighborhood, my white hair, dark glasses, and white cane shout to the world that I am an older blind man. Some passers-by assume that I am lost and ask if I need help. It is true that blind people sometimes need help when using a mobility aid (a white cane or guide dog) to navigate their physical environment. However, once a person becomes proficient at traveling with a mobility aid, they typically need much less help.
When I was growing up, people liked to join. People joined churches or clubs or dance groups or singing groups. Those still exist, but their membership has quite declined. People just don't want to join anymore. It's certainly down from the '50s and '60s. And before, if you got on the bus you could say hello to everyone. Now, if you did that, they'd rush you off to the looney bin. It's a sad state of affairs.
In 2003, when plumbing fixtures industry veteran Rob Buete first encountered the "walk-in tub" made by a startup called Safety Tub, he burst out laughing. A bathtub with a door? It seemed like a joke, or at best a clunky contraption for frail seniors who couldn't step over a regular tub. Kinya Seto is the CEO of LIXIL, the global manufacturer of pioneering water and housing products, including brands such as GROHE, American Standard, INAX, and Tostem.
Some blind and low-vision fans will have unprecedented access to the Super Bowl thanks to a tactile device that tracks the ball, vibrates on key plays and provides real-time audio. The NFL teamed up with OneCourt and Ticketmaster to pilot the game-enhancing experience 15 times during the regular-season during games hosted by the Seattle Seahawks, Jacksonville Jaguars, San Francisco 49ers, Atlanta Falcons and Minnesota Vikings.
Developmental disabilities are actually quite common. In the United States, about 1 in 6 children has a developmental disability (CDC, 2024). Intellectual and developmental disabilities (IDD) are a group of neurodevelopmental conditions usually present at birth that affect the trajectory of a person's physical, intellectual, and/or emotional development (National Institute of Child Health and Human Development, 2021). Conditions such as Down Syndrome, Autism, Fragile X, Cerebral Palsy, and others are examples of intellectual or developmental disabilities.
For decades, people with disabilities have relied on service dogs to help them perform daily tasks like opening doors, turning on lights, or alerting caregivers to emergencies. By some estimates, there are 500,000 service dogs in the U.S., but little attention has been paid to the fact that these dogs have been trained to interact with interfaces that are made for humans.
There's something quietly radical about designing for pain. Not the dramatic, cinematic kind, but the daily grind of chronic discomfort that shapes how millions of people move through their lives. That's exactly what Madhav Binu, Kriti V, and Himvall Sindhu set out to tackle with Revive, a home-based rehabilitation device for knee osteoarthritis patients. The numbers tell a sobering story. Forty percent of India's elderly population lives with knee osteoarthritis, a condition that doesn't just hurt.
Turning a computer monitor from a landscape position to a portrait position may seem odd at first. After all, a horizontal display allows you to see more content on-screen, plus it is a more familiar experience. However, there are certain situations where flipping your screen vertically is genuinely useful. Programmers, for example, often prefer this orientation because it lets them see more lines of code without needing to scroll. Writers, like myself, appreciate this mode, as it makes reading and creating documents easier.