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How AI orchestration has become more important than the models themselves

CIO

As many companies that have already adopted off-the-shelf GenAI models have found, getting these generic LLMs to work for highly specialized workflows requires a great deal of customization and integration of company-specific data. Large language models (LLMs) just keep getting better. From Llama3.1 to Gemini to Claude3.5

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5 questions CIOs must ask after Southwest Airlines’ failure

CIO

In 2017, Fast Company wrote that Southwest Airlines’ digital transformation “takes off” with an $800 million technology overhaul, but only $300 million was dedicated to new technology for operations. While weather may have been the root cause, the 16,000 flights canceled between Dec. 19-28 far exceeded any other airlines’ operational impacts.

Airlines 216
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5 Things Government Agencies Need to Know About Zero Trust

Tenable

Implementing a zero trust architecture, on the other hand, is complex because it involves addressing a unique mix of process, procedure, technology and user education. Draft guidance on implementing a zero trust architecture, released by the National Institute of Standards and Technology (NIST) on Dec. No one is trusted no exceptions.

Security 114
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Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Netflix Tech

We saw how excited data scientists were about modern off-the-shelf machine learning libraries, but we also witnessed various issues caused by these libraries when they were casually included as dependencies in production workflows. mainly because of mundane reasons related to software engineering.

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MLOps and DevOps: Why Data Makes It Different

O'Reilly Media - Ideas

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. However, the concept is quite abstract.

DevOps 145
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Expat CIOs: IT leaders broaden horizons with global experiences

CIO

When Richard Ventre got an opportunity to move to India from the Netherlands, he latched on to it. “We We live in a world that is more global than ever before and it is important to experience different cultures, customs, and traditions,” he says. Oman offers a good work culture, lifestyle, and the salary is not taxed,” Pant says. “It

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Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Netflix Tech

We saw how excited data scientists were about modern off-the-shelf machine learning libraries, but we also witnessed various issues caused by these libraries when they were casually included as dependencies in production workflows. mainly because of mundane reasons related to software engineering.