Large language models (LLMs) have come a long way from being able to read only text to now being able to read and understand graphs, diagrams, tables, and images. In this post, we discuss how to use LLMs from Amazon Bedrock to not only extract text, but also understand information available in images. Amazon Bedrock […]
This post is co-written with Isaac Smothers and James Healy-Mirkovich from Crexi. With the current demand for AI and machine learning (AI/ML) solutions, the processes to train and deploy models and scale inference are crucial to business success. Even though AI/ML and especially generative AI progress is rapid, machine learning operations (MLOps) tooling is continuously
How Crexi achieved ML models deployment on AWS at scale and boosted efficiency Read More »
Billions of dollars in hardware and exorbitant use costs are squashing AI innovation. LLMs need to get leaner and cheaper if progress is to be made.
How Do You Get to Artificial General Intelligence? Think Lighter Read More »
The genome-editing technology can be supercharged by artificial intelligence—and the results are already being felt.
Combining AI and Crispr Will Be Transformational Read More »
Beyond the deepfakes and disinformation, the potential for AI to make politics more accessible and equitable cannot be ignored.
Algorithms Are Coming for Democracy—but It’s Not All Bad Read More »
A growing movement to allow access to algorithmic workings won’t stop the ubiquitous spread of artificial intelligence, but it could restore public confidence in it.
We Need a New Right to Repair for Artificial Intelligence Read More »
We’re excited to announce the availability of Meta Llama 3.1 8B and 70B inference support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker JumpStart. Meta Llama 3.1 multilingual large language models (LLMs) are a collection of pre-trained and instruction tuned generative models. Trainium and Inferentia, enabled by the AWS Neuron software development kit
Amazon Web Services (AWS) is excited to be the first major cloud service provider to announce ISO/IEC 42001 accredited certification for AI services, covering: Amazon Bedrock, Amazon Q Business, Amazon Textract, and Amazon Transcribe. ISO/IEC 42001 is an international management system standard that outlines requirements and controls for organizations to promote the responsible development and use
Captivated as a child by video games and puzzles, Marzyeh Ghassemi was also fascinated at an early age in health. Luckily, she found a path where she could combine the two interests. “Although I had considered a career in health care, the pull of computer science and engineering was stronger,” says Ghassemi, an associate professor in
Improving health, one machine learning system at a time Read More »
Visualizing the potential impacts of a hurricane on people’s homes before it hits can help residents prepare and decide whether to evacuate. MIT scientists have developed a method that generates satellite imagery from the future to depict how a region would look after a potential flooding event. The method combines a generative artificial intelligence model
New AI tool generates realistic satellite images of future flooding Read More »
