artificial intelligence MIT Researchers Develop AI That Trains on Synthetic Data Instead of Datasets MIT researchers create a machine-learning model that uses synthetic data to train AI for image classification, rivaling the performance of models trained on real data. This innovative approach reduces costs, bypasses privacy concerns, and helps eliminate biases found in traditional datasets.
ai Synthetic Data Fills Critical Gaps in AI Training Artificial intelligence developers increasingly rely on synthetic data to train algorithms when real-world information is scarce or too sensitive to use. While this computer-generated data promises to reduce bias, it ultimately remains limited by the original data used to create it.
nasa MIT's MOXIE Instrument Aims to Produce Oxygen on Mars NASA's Perseverance rover carries an MIT-designed instrument called MOXIE that generates oxygen from the Martian atmosphere. This technology demonstration supports future human exploration while the rover searches for signs of ancient life.
robotics Pandemic and Labor Shortages Drive Major Surge in Robotics Adoption DARPA's Subterranean Challenge highlights the growing role of virtual robot simulations, while global labor shortages accelerate automation in manufacturing and logistics.
artificial intelligence AI Tackles Piano Playing and Unfolds Sealed 17th Century Letters Researchers use computer vision to recreate piano music from silent video and deploy advanced algorithms to virtually unfold fragile historical letters. These creative applications show how artificial intelligence extends into arts and humanities.
deepfakes Deepfake Technology Shifts From Exploitation to Legitimate Tool Once known primarily for nonconsensual pornography, deepfake technology finds new purpose in 2020 through documentary protection and historical storytelling.
mit MIT AI Detects Asymptomatic COVID-19 by Analyzing Cough Sounds MIT researchers develop an AI model that identifies COVID-19 in asymptomatic individuals with perfect accuracy by analyzing the subtle acoustic patterns of their coughs.
neurips 2020 Google, Stanford, and MIT Dominate Record-Breaking NeurIPS 2020 Accepted Papers NeurIPS 2020 accepts 1,903 research papers at a 20.1 percent rate, with Google, Stanford, and MIT leading the institutional rankings. The United States tops the national board, while the virtual conference takes place in December.
nobel prize Two Women Win Nobel Chemistry Prize for Pioneering CRISPR Gene Editing Emmanuelle Charpentier and Jennifer A. Doudna receive the Nobel Prize in Chemistry for developing the revolutionary CRISPR-Cas9 genetic scissors. Their simple but powerful technology transforms medical research, even as the award leaves out other key contributors.
artificial intelligence MIT AI Model Discovers Powerful Antibiotic to Fight Resistant Bacteria MIT researchers use a deep-learning algorithm to discover a potent new antibiotic that kills drug-resistant bacteria. The computer model screens millions of compounds to find treatments that work differently than existing drugs.
mit MIT and Singapore Agency Fund 13 Projects to Advance Trustworthy AI MIT Schwarzman College of Computing and Singapore's Defense Science and Technology Agency provide funding for 13 new artificial intelligence research projects. The initiatives focus on building trustworthy AI, enhancing human cognition, and making AI accessible to everyone.
3d printing Open Source 3D Printed Ventilators Emerge to Fight COVID-19 Shortages As the COVID-19 pandemic causes severe ventilator shortages worldwide, open-source projects are utilizing 3D printing to create emergency respiratory devices. These initiatives automate standard manual resuscitation bags to provide critical life-saving support.
artificial intelligence AI Algorithm Discovers Powerful New Antibiotic to Fight Superbugs MIT researchers use a machine learning algorithm to uncover a potent new antibiotic named halicin that kills drug-resistant bacteria. The AI screens millions of compounds to find a weapon that bacteria struggle to evolve resistance against.
ai MIT Artificial Intelligence Uncovers Powerful New Antibiotic Scientists at MIT use an AI model to identify a novel antibiotic that kills highly resistant bacteria without triggering immediate resistance. The discovery marks a major step forward in the fight against dangerous superbugs.
ai VideaHealth Raises $5.4 Million to Bring AI to Dental Clinics MIT and Harvard-backed startup VideaHealth secures $5.4 million in seed funding to apply machine learning and image recognition to dental X-rays. The technology aims to standardize diagnoses and help dentists detect diseases earlier.