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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. by CHRIS HAULK It is sometimes useful to think of a large-scale online system ( LSOS ) as an abstract system with parameters $X$ affecting responses $Y$.

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Prioritizing AI? Don’t shortchange IT fundamentals

CIO Business Intelligence

People aren’t going back and decluttering because there’s no cost to that — except in your risk profile and your decreased search performance,” says Buckley. But the usual laundry list of priorities for IT hasn’t gone away. CIOs need to do all the things to make AI workloads run well and in a disciplined and hygienic way,” he says.

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IBM Cloud solution tutorials: 2023 in review

IBM Big Data Hub

As it has become tradition , the team creating the looks back and shares the personal highlights of the year 2023. Now, on to our personal highlights of 2023… Frederic AI – Last year in December, the buzz surrounding AI was palpable. Its goal is to advance open, safe and responsible AI. Quite fascinating.

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Lessons from the field: How Generative AI is shaping software development in 2023

CIO Business Intelligence

While the potential of Generative AI in software development is exciting, there are still risks and guardrails that need to be considered. Risks of AI in software development Despite Generative AI’s ability to make developers more efficient, it is not error free.

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IT leaders grapple with shadow AI

CIO Business Intelligence

The consultancy predicted in March 2023 that by 2026, 5% of employees will engage in unauthorized use of generative AI in their organizations. “If In March 2023, 54% said they were not yet doing anything with regard to generative AI, but in June 2023, only 23% made that admission [see chart]. “In There is a fear of missing out.

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5 steps to drive and foster innovation in IT

CIO Business Intelligence

Tight budgets and labor shortages have remained an ongoing challenge for IT leaders in 2023. In addition to bottom-line benefits, employees are often inspired and motivated by innovation – seeking job opportunities that encourage experimentation and embrace new ideas.

IT 98
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6 generative AI hazards IT leaders should avoid

CIO Business Intelligence

OpenAI’s recent announcement of custom ChatGPT versions make it easier for every organization to use generative AI in more ways, but sometimes it’s better not to. But that’s not the only problem you might run into. But this wasn’t the first time Bing’s AI news added dubious polls to sensitive news stories.

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