Decoding Women’s Health: Artificial Intelligence Revolutionizes PCOS Diagnosis
NIH study reviews 25 years of data and finds AI/ML can detect common hormone disorder. Artificial intelligence (AI) and machine learning (ML) can effectively detect…
Machine Learning News
100x Efficiency: MIT’s Machine-Learning System Based on Light Could Yield More Powerful Large Language Models
MIT system demonstrates greater than 100-fold improvement in energy efficiency and a 25-fold improvement in compute density compared with current systems. ChatGPT has made headlines…
Unlocking Battery Mysteries: X-Ray “Computer Vision” Reveals Unprecedented Physical and Chemical Details
It lets researchers extract pixel-by-pixel information from nanoscale X-ray movies of electrode particles absorbing and releasing lithium ions. Billions of tiny particles packed into rechargeable…
Pixel-by-Pixel X-ray Analysis: Revolutionizing Lithium-Ion Battery Insights
In a first, researchers have observed how lithium ions flow through a battery interface, which could help engineers optimize the material’s design. Researchers from MIT,…
MIT AI Model Speeds Up High-Resolution Computer Vision for Autonomous Vehicles
A new AI system could improve image quality in video streaming or help autonomous vehicles identify road hazards in real-time. MIT and MIT-IBM Watson AI…
Magnet Magic: How AI Is Revolutionizing Material Discovery
Scientists use AI to find new magnetic materials without critical elements. A team of researchers from the U.S. Department of Energy’s Ames National Laboratory developed…
Smarter AI: Choosing the Best Path to Optimal Deep Learning
Like climbing a mountain via the shortest possible path, improving classification tasks can be achieved by choosing the most influential path to the output, and…
Turbocharged Python: AI Accelerates Computing Speed by Thousands of Times
Their development Scalene, an open-source tool for dramatically speeding up the programming language Python, circumvents hardware issues limiting computer processing speeds. A team of computer…
Charge Migration: Measuring the Speed Inside Molecules
New experimental research for the first time measures the speed of molecular charge migration. Researchers developed a method to measure charge migration speed in molecules,…
The Future of Medicine? ChatGPT Shows “Impressive” Accuracy in Clinical Decision Making
Researchers from Mass General Brigham determined that ChatGPT achieved an accuracy rate of almost 72% across all medical specialties and phases of clinical care, and…
Gambling Meets Quantum Physics – New “Bandit” Algorithm Uses Light for Better Bets
Simulated photonic reinforcement learning method learns faster and aims higher. How does a gambler maximize winnings from a row of slot machines? This question inspired…
A Leap in Performance – New Breakthrough Boosts Quantum AI
More is better — to a point — when using a large number of parameters to train machine-learning models on quantum computers. A groundbreaking theoretical…
Johns Hopkins Engineers Develop Deep-Learning Technology That May Aid Personalized Cancer Therapy
A team of engineers and cancer researchers from Johns Hopkins has developed a deep-learning technology capable of accurately predicting protein fragments linked to cancer, which…
Study Warns That Doctors Are Not Prepared for AI Transformation of Medicine
AI is becoming an integral part of medical decision-making, but physicians need to enhance their understanding of these tools for optimal use. Expert recommendations call…
Optical Computing Breakthrough: Seeing Through the “Unseeable”
Decoding the optical response of nonlinear scattering media: A leap toward highly scalable physical operators. Is it possible to see through a scattering medium such…
MIT’s “FrameDiff” – Generative AI Imagines New Protein Structures That Could Transform Medicine
MIT researchers develop “FrameDiff,” a computational tool that uses generative AI to craft new protein structures, with the aim of accelerating drug development and improving…
MIT’s AI Learns Molecular Language for Rapid Material Development and Drug Discovery
This AI system only needs a small amount of data to predict molecular properties, which could speed up drug discovery and material development. Discovering new…
MIT’s AI and Laser Duo Is Shaking Up How We Make Medicine
A collaborative research team from the MIT-Takeda Program combined physics and machine learning to characterize rough particle surfaces in pharmaceutical pills and powders. A team…
