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Cost, security, and flexibility: the business case for open source gen AI

CIO

The main commercial model, from OpenAI, was quicker and easier to deploy and more accurate right out of the box, but the open source alternatives offered security, flexibility, lower costs, and, with additional training, even better accuracy. Another benefit is that with open source, Emburse can do additional model training.

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12 AI predictions for 2025

CIO

Plus, they can be more easily trained on a companys own data, so Upwork is starting to embrace this shift, training its own small language models on more than 20 years of interactions and behaviors on its platform.

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How to know a business process is ripe for agentic AI

CIO

The IT department uses Asana AI Studio for vendor management, to support help-desk requests, and to ensure its meeting software and compliance management requirements. Then it is best to build an AI agent that can be cross-trained for this cross-functional expertise and knowledge, Iragavarapu says.

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CIOs still grapple with what gen AI can do for the enterprise

CIO

One of the first use cases of artificial intelligence in many companies, including both Michelin and Albemarle, was predictive maintenance, which at its most basic level is an algorithm trained on data collected by sensors. We’re starting to put together formal training to improve how we use the technology,” adds Herringshaw.

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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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Key considerations to cancer institute’s gen AI deployment

CIO

The governance group developed a training program for employees who wanted to use gen AI, and created privacy and security policies. We have it open and available, and people need to sign up to use it after going through some required training,” she says. And training an LLM from scratch was too cost prohibitive.

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What enterprise software vendors are doing with generative AI

CIO

To help IT leaders keep tabs on their exposure to generative AI, CIO.com offers this round-up of the latest generative AI announcements from some of the major enterprise software vendors. Splunk says it may take a little work to get good answers from the preview version as it’s looking for help from customers to improve the model’s training.