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What LinkedIn learned leveraging LLMs for its billion users

CIO Business Intelligence

Fits and starts As most CIOs have experienced, embracing emerging technologies comes with its share of experimentation and setbacks. Without automated evaluation, LinkedIn reports that “engineers are left eye-balling results and testing on a limited set of examples and having a more than a 1+ day delay to know metrics.”

IT 139
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Why CIOs should invest in digital through economic headwinds

CIO Business Intelligence

Approximately 34% are increasing investment in artificial intelligence (AI) and 24% in hyper-automation as well.

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Tractor Supply enlists AI to deliver ‘legendary’ customer service

CIO Business Intelligence

Computer Vision also gives insights about customer traffic in stores, including metrics on conversion rate and sales numbers, thus helping the company decide what products to stock, how to display them, and how to arrange products across the store, Allison adds.

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7 steps for turning shadow IT into a competitive edge

CIO Business Intelligence

CIOs need a way to capture lightweight business cases or forecast business value to help prioritize new opportunities. “Any Any use case that ranks high in any of these criteria should be managed by the IT department, while the remaining can be delegated to the business units.”

IT 135
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Digital transformation’s fundamental change management mistake

CIO Business Intelligence

Joanne Friedman, PhD, CEO, and principal of smart manufacturing at Connektedminds, says orchestrating success in digital transformation requires a symphony of integration across disciplines : “CIOs face the challenge of harmonizing diverse disciplines like design thinking, product management, agile methodologies, and data science experimentation.

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Higher-ed CIOs embrace academia’s AI challenges

CIO Business Intelligence

We developed a model to predict student outcomes based on metrics from historical evidence,” he says. “We We’ve done a lot of experimentation on these adaptive tools that use AI,” says Ventimiglia. We ran a pilot with data scientists and other specialists on campus, and using the model, they were able to make very accurate predictions.

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10 digital transformation roadblocks — and 5 tips for overcoming them

CIO Business Intelligence

Foster a culture of innovation: Digital transformation requires innovation and experimentation, and thus a culture for embracing new technologies and ideas. This involves setting up metrics and KPIs and regularly reviewing them to identify areas for improvement.