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

CIO Business Intelligence

To solve the problem, the company turned to gen AI and decided to use both commercial and open source models. So we augment with open source, he says. Right now, the company is using the French-built Mistral open source model. Open source models also offer companies more flexibility in when to upgrade.

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AI coding agents come with legal risk

CIO Business Intelligence

“Is that getting all borrowed from one source; are there multiple sources? While human-written code can also infringe on copyright or violate open-source licenses, the risk with AI-generated code is related to the data the AI is trained on, says Ilia Badeev, head of data science at Trevolution Group, a travel technology company.

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10 things to watch out for with open source gen AI

CIO Business Intelligence

Even if you don’t have the training data or programming chops, you can take your favorite open source model, tweak it, and release it under a new name. According to Stanford’s AI Index Report, released in April, 149 foundation models were released in 2023, two-thirds of them open source.

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EXL Code Harbor streamlines platform migration, data governance, and workflow assessment

CIO Business Intelligence

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Artificial intelligence (AI) tools have emerged to help, but many businesses fear they will expose their intellectual property, hallucinate errors or fail on large codebases because of their prompt limits.

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DeepSeek’s new open-source colossus upends the AI status quo

Dataconomy

Just a massive set of model weights, an MIT license, and a few technical whispers that were enough to set the AI community ablaze. DeepSeek, however, opted for its trademark under-the-radar approach, quietly uploading 641 GB of data under an MIT license. Open source inherently invites broad collaboration and rapid iteration.

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EU’s Artificial Intelligence Act: Does regulation counteract innovation?

Dataconomy

Open-source AI regulation is mentioned in the Artificial Intelligence Act (AIA), which is now under discussion in the EU. However, severely restricting the usage, sharing, and distribution of general-purpose, open-source AI (GPAI) might be seen as a step backward.

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4 moves CIOs should make to achieve a more efficient IT organization

CIO Business Intelligence

While many organizations are already implementing RPA, few are doing it at scale, and most haven’t yet fully embraced the more advanced “intelligent” automation opportunities via artificial intelligence and machine learning that can unlock true end-to-end automation. There are several ways to tackle this problem.

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