Shrunken AI Models Reveal How the Brain’s Visual Neurons Actually Work

ML technique "prunes" the model, to make it more compact.

Somewhere in the visual cortex of a macaque monkey, a single neuron fires every time a small dot appears in the right location. Not a circle, not a line — a dot, specifically, at a specific size. For decades, neuroscientists could describe this selectivity without really explaining it. Now, for the first time, they can … Read more

One Night of Sleep Data Can Predict Your Disease Risk Years Ahead

AI image of woman in a sleep lab

The next time someone hooks you up to a sleep study, those sensors tracking your brain waves and heartbeat may not just be  looking for snoring problems. They could be capturing something far more revealing: a physiological signature that can forecast whether you’ll develop Parkinson’s disease, suffer a heart attack, or face dementia, sometimes years … Read more

He Taught AI to Say “I Don’t Know”

Light rays are propagating smoothly through a noisy, high-dimensional space in this artist’s impression. The new ray tracing algorithm improves on previous methods by better averaging information over trajectories, making it many orders of magnitude faster for quantifying uncertainties in large neural networks.

Artificial intelligence can diagnose disease, write essays, and generate art. But it often refuses to admit when it’s wrong. Now, a University of Arizona astronomer has found a way to change that. In a preprint posted to arXiv, Peter Behroozi introduces a new method for reducing hallucinations in large-scale AI models by making them aware … Read more

Human-AI Teams Make Better Medical Diagnoses

Robot and doctor shaking hands

Hybrid collectives consisting of humans and artificial intelligence make significantly more accurate medical diagnoses than either medical professionals or AI systems alone. New research analyzing over 40,000 diagnoses reveals that combining human expertise with AI models creates a powerful diagnostic partnership that outperforms traditional approaches. The study, published in Proceedings of the National Academy of … Read more

Video Deepfakes Now Pulse With Lifelike Heartbeats

Redheaded young woman

The arms race between deepfake creators and detectors has reached a critical turning point. Researchers have discovered that modern deepfakes can now replicate something previously thought impossible: a realistic human heartbeat. Scientists at Germany’s Fraunhofer Heinrich-Hertz-Institute and Humboldt University of Berlin found that current deepfake videos inadvertently mimic the subtle skin color fluctuations caused by … Read more