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What LinkedIn learned leveraging LLMs for its billion users

CIO

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). Those first waves of hype around generative AI didn’t help.

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The last thing most CIOs need is an AI plan

CIO

To succeed with AI, your rollout could benefit from a rear-view mirror. Which is AI and its exploding portfolio of capabilities. Yeah, but judging from the planless successes of the PC and internet, an AI plan is just exactly what we shouldn’t waste our time on. 1: “Define the problem you need AI to solve.”

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How to Launch Your AI Projects from Pilot to Production – and Ensure Success

CIO

CIOs seeking big wins in high business-impacting areas where there’s significant room to improve performance should review their data science, machine learning (ML), and AI projects. That same study found 94% of respondents say AI is critical to success over the next five years. Are data science teams set up for success?

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For successful AI projects, celebrate your graveyard and be prepared to fail fast

TechCrunch

AI teams invest a lot of rigor in defining new project guidelines. But the same is not true for killing existing projects. In the absence of clear guidelines, teams let infeasible projects drag on for months. AI projects are different from traditional software projects.

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JLR revs up AI and intelligent automation initiatives

CIO

Anthony Battle is leaning heavily on AI and IA — artificial intelligence and intelligent automation — to deliver digital transformation at luxury auto maker Jaguar Land Rover. Battle joined JLR as group chief digital and information officer in February 2022, after a long career managing IT for a succession of oil companies.

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Digital transformation’s fundamental change management mistake

CIO

HBR’s “ The Value of Digital Transformation ” reports, “While 89% of large companies globally have a digital and AI transformation underway, they have only captured 31% of the expected revenue lift and 25% of expected cost savings from the effort.” This dip delays when the business can start realizing the value delivered.

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3 Career-Building Strategies for an Increasingly Complex World of Work

Harvard Business Review

Project-based work and freelancing are increasingly common, and many roles are now defined by outcomes rather than hours spent at a desk. Success in this new work environment requires not only recognizing that this shift has taken place but also actively strategizing to leverage it to your advantage.

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