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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. For example, consider a text summarization AI assistant intended for academic research and literature review. Such queries could be effectively handled by a simple, lower-cost model.

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Top 7 generative AI use cases for business

CIO

The launch of ChatGPT in November 2022 set off a generative AI gold rush, with companies scrambling to adopt the technology and demonstrate innovation. They have a couple of use cases that they’re pushing heavily on, but they are building up this portfolio of traditional machine learning and ‘predictive’ AI use cases as well.”

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Judgment Day is coming… for AI

CIO

Because of generative AI and large language models (LLMs), AI can do amazing human-like things such as pass a medical exam or an LSAT test. AI is a tool, not an expert. AI knows too much about all data but very little about life. The Internet is a tool. In fact, having ALL the information can be a handicap.

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LexisNexis rises to the generative AI challenge

CIO

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. But the foray isn’t entirely new. We will pick the optimal LLM. We use AWS and Azure.

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Enterprise IT moves forward — cautiously — with generative AI

CIO

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. Generative AI can facilitate that.

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The Grade-AI Generation: Revolutionizing education with generative AI

Capgemini

The Grade-AI Generation: Revolutionizing education with generative AI Dr. Daniel Khlwein March 19, 2025 Facebook Linkedin Our Global Data Science Challenge is shaping the future of learning. In an era when AI is reshaping industries, Capgemini’s 7 th Global Data Science Challenge (GDSC) tackled education.

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Vibe Coding, Vibe Checking, and Vibe Blogging

O'Reilly Media - Ideas

That experience got me thinking about my evolving relationship with generative AI as both a tool and a collaborator. Simon Willison describes it perfectly : When I talk about vibe coding I mean building software with an LLM without reviewing the code it writes.” My relationship with this approach has evolved considerably.