AI

Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails

Foundational models (FMs) and generative AI are transforming how financial service institutions (FSIs) operate their core business functions. AWS FSI customers, including NASDAQ, State Bank of India, and Bridgewater, have used FMs to reimagine their business operations and deliver improved outcomes. FMs are probabilistic in nature and produce a range of outcomes. Though these models

Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails Read More »

Best practices for Amazon SageMaker HyperPod task governance

At AWS re:Invent 2024, we launched a new innovation in Amazon SageMaker HyperPod on Amazon Elastic Kubernetes Service (Amazon EKS) that enables you to run generative AI development tasks on shared accelerated compute resources efficiently and reduce costs by up to 40%. Administrators can use SageMaker HyperPod task governance to govern allocation of accelerated compute

Best practices for Amazon SageMaker HyperPod task governance Read More »

Like human brains, large language models reason about diverse data in a general way

While early language models could only process text, contemporary large language models now perform highly diverse tasks on different types of data. For instance, LLMs can understand many languages, generate computer code, solve math problems, or answer questions about images and audio.    MIT researchers probed the inner workings of LLMs to better understand how they

Like human brains, large language models reason about diverse data in a general way Read More »

MIT spinout maps the body’s metabolites to uncover the hidden drivers of disease

Biology is never simple. As researchers make strides in reading and editing genes to treat disease, for instance, a growing body of evidence suggests that the proteins and metabolites surrounding those genes can’t be ignored. The MIT spinout ReviveMed has created a platform for measuring metabolites — products of metabolism like lipids, cholesterol, sugar, and

MIT spinout maps the body’s metabolites to uncover the hidden drivers of disease Read More »

How Formula 1® uses generative AI to accelerate race-day issue resolution

Formula 1® (F1) races are high-stakes affairs where operational efficiency is paramount. During these live events, F1 IT engineers must triage critical issues across its services, such as network degradation to one of its APIs. This impacts downstream services that consume data from the API, including products such as F1 TV, which offer live and

How Formula 1® uses generative AI to accelerate race-day issue resolution Read More »