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Amazon SageMaker HyperPod is a purpose-built infrastructure for optimizing foundation model (FM) training and inference at scale. SageMaker HyperPod removes the undifferentiated heavy lifting involved in building and optimizing machine learning (ML) infrastructure for training FMs, reducing training time by up to 40%. SageMaker HyperPod offers persistent clusters with built-in resiliency, while also offering deep…

Every day, organizations process millions of documents, including invoices, contracts, insurance claims, medical records, and financial statements. Despite the critical role these documents play, an estimated 80–90% of the data they contain is unstructured and largely untapped, hiding valuable insights that could transform business outcomes. Despite advances in technology, many organizations still rely on manual…

The United States government is making an $8.9 billion investment in Intel, representing a 9.9 percent stake in the company, according to a press release the company published on Friday. The investment will be funded by $5.7 billion in grants Intel was awarded under the 2022 CHIPS Act and $3.2 billion the company was awarded…

As data becomes more abundant and information systems grow in complexity, stakeholders need solutions that reveal quality insights. Applying emerging technologies to the geospatial domain offers a unique opportunity to create transformative user experiences and intuitive workstreams for users and organizations to deliver on their missions and responsibilities. In this post, we explore how you…

Applying the model in finance Risk management Starting with risk management, there was no shortage of lessons from the global financial crisis. One of the greatest privileges of my career was to be seconded from Morgan Stanley to work with U.S. Treasury Secretary Hank Paulson and many of you at the Federal Reserve during that…

Everyone has a stake in how tech is shaping education today. From the tech moguls and venture capitalists who are starting “microschools” and building ed-tech tools to policymakers who are writing bills to safeguard kids online and teachers who are getting creative about using AI for school. WIRED explored all this and more in our…

Most organizations evaluating foundation models limit their analysis to three primary dimensions: accuracy, latency, and cost. While these metrics provide a useful starting point, they represent an oversimplification of the complex interplay of factors that determine real-world model performance. Foundation models have revolutionized how enterprises develop generative AI applications, offering unprecedented capabilities in understanding and…