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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. An example is a virtual assistant for enterprise business operations. Such a virtual assistant should support users across various business functions, such as finance, legal, human resources, and operations.

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Four generative AI use cases for businesses

CIO

As business leaders look to harness AI to meet business needs, generative AI has become an invaluable tool to gain a competitive edge. What sets generative AI apart from traditional AI is not just the ability to generate new data from existing patterns.

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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

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Bank of America’s big bet on AI started small

CIO

We trained the model to do just that, he says about Erica, which is built on open-source models. He will embrace generative AI and agentic AI offerings as they evolve but believes that most of the banks customers requirements can be built in house. Weve got multiple availability zones in our virtual private cloud.

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‘Just-in-time’ AI: Has its moment arrived?

CIO

Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. We activate the AI just in time,” says Sastry Durvasula, chief information and client services officer at financial services firm TIAA.

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Generative AI-powered game design: Accelerating early development with Stability AI models on Amazon Bedrock

AWS Machine Learning - AI

Generative AI has emerged as a game changer, offering unprecedented opportunities for game designers to push boundaries and create immersive virtual worlds. At the forefront of this revolution is Stability AIs cutting-edge text-to-image AI model, Stable Diffusion 3.5 Large (SD3.5

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Build a video insights and summarization engine using generative AI with Amazon Bedrock

AWS Machine Learning - AI

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Many commercial generative AI solutions available are expensive and require user-based licenses.