Streamline machine learning workflows with SkyPilot on Amazon SageMaker HyperPod

This post is co-written with Zhanghao Wu, co-creator of SkyPilot. The rapid advancement of generative AI and foundation models (FMs) has significantly increased computational resource requirements for machine learning (ML) workloads. Modern ML pipelines require efficient systems for distributing workloads across accelerated compute resources, while making sure developer productivity remains high. Organizations need infrastructure solutions […]

AI Is Coming for College Graduates. We Need to Be Ready.

At 17 years old, I’m supposed to be planning my future: working on my college applications, thinking about an exciting career path and preparing for what should be the best four years of my life ahead at the university of my dreams. Instead, while my high school classmates debate college majors,

Youngkin turns to AI to cut more red tape across Virginia Government

Days after declaring victory in his administration’s push to cut regulatory red tape by 25%, Gov. Glenn Youngkin is now looking to artificial intelligence to help push that number even higher.In an executive order issued Friday, Youngkin announced Virginia will launch the nation’s first “agentic AI” pilot program designed to streamline state regulations and guidance documents. The initiative will scan thousands of pages of agency rules using generative AI to identify redundancies, contradictions and overly complex language — all in the name of efficiency.“We have made tremendous strides towards streamlining regulations and the regulatory process in the commonwealth,” Youngkin said in a statement. “Using emergent artificial intelligence tools, we will push this effort further in order to continue our mission of unleashing Virginia’s economy in a way that benefits all of its citizens.”

Intelligent document processing at scale with generative AI and Amazon Bedrock Data Automation

This post presents an end-to-end IDP application powered by Amazon Bedrock Data Automation and other AWS services. It provides a reusable AWS infrastructure as code (IaC) that deploys an IDP pipeline and provides an intuitive UI for transforming documents into structured tables at scale. The application only requires the user to provide the input documents (such as contracts or emails) and a list of attributes to be extracted. It then performs IDP with generative AI.