Artificial intelligence | MIT News | Massachusetts Institute of …
2024年12月20日 · A new technique identifies and removes the training examples that contribute most to a machine-learning model’s failures. December 11, 2024 Read full story →
New hardware offers faster computation for artificial intelligence ...
2022年7月28日 · MIT researchers created protonic programmable resistors — building blocks of analog deep learning systems — that can process data 1 million times faster than synapses in the human brain. These ultrafast, low-energy resistors could enable analog deep learning systems that can train new and more powerful neural networks rapidly, which could be used for areas …
MIT researchers introduce generative AI for databases
2024年7月8日 · A new tool makes it easier for database users to perform complicated statistical analyses of tabular data without the need to know what is going on behind the scenes. GenSQL, a generative AI system for databases, could help users make predictions, detect anomalies, guess missing values, fix errors, or generate synthetic data with just a few ...
Artificial intelligence | MIT News | Massachusetts Institute of …
2024年12月5日 · This new device uses light to perform the key operations of a deep neural network on a chip, opening the door to high-speed processors that can learn in real-time. December 2, 2024 Read full story →
Graph-based AI model maps the future of innovation
2024年11月12日 · Image: Wassily Kandinsky (left), Markus Buehler, with the assistance of his new artificial intelligence system (center and right) Caption : The new AI approach uses graphs based on methods inspired by category theory as a central mechanism to understand symbolic relationships in science.
Explained: Generative AI | MIT News | Massachusetts Institute of …
2023年11月9日 · A quick scan of the headlines makes it seem like generative artificial intelligence is everywhere these days. In fact, some of those headlines may actually have been written by generative AI, like OpenAI’s ChatGPT, a chatbot that has demonstrated an uncanny ability to produce text that seems to have been written by a human.
New AI tool generates realistic satellite images of future flooding
2024年11月25日 · To illustrate the potential of the new method, which they have dubbed the “Earth Intelligence Engine,” the team has made it available as an online resource for others to try. The researchers report their results today in the journal IEEE Transactions on Geoscience and Remote Sensing. The study’s MIT co-authors include Brandon Leshchinskiy ...
The creative future of generative AI - MIT News
2024年1月2日 · The future of generative AI and its impact on art and design was the subject of a sold-out panel discussion at MIT. The panel was co-presented by the MIT Center for Art, Science and Technology (CAST) and the Council for the Arts at MIT (CAMIT).
Photonic processor could enable ultrafast AI computations with …
2024年12月2日 · Researchers developed a fully integrated photonic processor that can perform all the key computations of a deep neural network on a photonic chip, using light. This advance could improve the speed and energy-efficiency of running intensive deep learning models for applications like lidar, astronomical research, and navigation.
New AI method captures uncertainty in medical images
2024年4月11日 · Artificial intelligence models can help clinicians by highlighting pixels that may show signs of a certain disease or anomaly. However, these models typically only provide one answer, while the problem of medical image segmentation is often far from black and white.