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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. This strategy results in more robust, versatile, and efficient applications that better serve diverse user needs and business objectives. In this post, we provide an overview of common multi-LLM applications.

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What’s holding back CIO’s AI strategies? Their own AI learning curve for one

CIO

“A certain level of understanding when it comes to AI is required, especially amongst the executive teams,” he says. But it’s important to understand that AI is an extremely broad field and to expect non-experts to be able to assist in machine learning, computer vision, and ethical considerations simultaneously is just ridiculous.”

Strategy 199
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AI in the C-suite: Using AI to shape business strategy

CIO

However, research demonstrates that more executives, like Schumacher, recognize the connection between AI and business innovation. A June 2023 study by IBM found that 43% of executives use generative AI to inform strategic decisions, accessing real-time data and unique insights. The C-suite is already changing,” Greenstein said.

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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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10 top priorities for CIOs in 2025

CIO

To keep ahead of the curve, CIOs should continuously evaluate their business and technology strategies, adjusting them as necessary to address rapidly evolving technology, business, and economic practices. Most of all, the following 10 priorities should be at the top of your 2025 to-do list.

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Marsh McLennan IT reorg lays foundation for gen AI

CIO

Paul Beswick, CIO of Marsh McLennan, served as a general strategy consultant for most of his 23 years at the firm but was tapped in 2019 to relaunch the risk, insurance, and consulting services powerhouse’s global digital practice. With Databricks, the firm has also begun its journey into generative AI.

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9 IT resolutions for 2025

CIO

I am excited about the potential of generative AI, particularly in the security space, she says. Wetmur says Morgan Stanley has been using modern data science, AI, and machine learning for years to analyze data and activity, pinpoint risks, and initiate mitigation, noting that teams at the firm have earned patents in this space.