Automated reasoning can be used to mathematically prove whether software or hardware will do what it’s supposed to. In practice, automated reasoning often ...
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“I work in robotics and artificial intelligence. We're building robots that are going to help the world.” As introductions — or elevator pitches — go, ...
Today’s large machine learning models — such as generative language models or vision-language models — are so big that the process of training them is ...
Recent foundation models — such as large language models — have achieved state-of-the-art performance by learning to reconstruct randomly masked-out text or ...
Knowledge distillation (KD) is one of the most effective ways to deploy large-scale language models in environments where low latency is essential. KD ...
Earlier this year, Amazon and the University of Illinois Urbana-Champaign (UIUC) announced the launch of the Amazon-Illinois Center on Artificial ...
As part of a collaboration that was announced and then subsequently expanded earlier this year, Amazon and Howard University have announced the 2023 ...
When the next new infectious disease begins to race around the world, Ryan Tibshirani hopes to have a completely different way to track and forecast its ...
As neural networks grow in size, deploying them on-device increasingly requires special-purpose hardware that parallelizes common operations. But for ...
Machine learning (ML) has been strategic to Amazon from the early years. We are pioneers in areas ...
When we first joined AWS AI/ML as Amazon Scholars over three years ago, we had already been doing scientific research in the area now known as responsible ...
Amazon pioneered the use of robots in order fulfillment. Every day, fleets of robots in fulfillment centers carry pods full of heavy inventory, assisting ...