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Generative AI in enterprises: LLM orchestration holds the key to success

CIO

Many enterprises are accelerating their artificial intelligence (AI) plans, and in particular moving quickly to stand up a full generative AI (GenAI) organization, tech stacks, projects, and governance. We think this is a mistake, as the success of GenAI projects will depend in large part on smart choices around this layer.

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Thinking of building your own AI agents? Don’t do it, advisors say

CIO

The challenge is that these architectures are convoluted, requiring multiple models, advanced RAG [retrieval augmented generation] stacks, advanced data architectures, and specialized expertise.” Goldcast has taken the abilities of each of these AI models and used specific features for its own use cases and workflows.

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The AI continuum

CIO

ChatGPT has turned everything we know about AI on its head. Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. In many ways, ChatGPT put AI in the spotlight, creating a widespread awareness of AI as a whole—and helping to spur the pace of its adoption.

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How to build a safe path to AI in Healthcare

CIO

However, to avoid the risk of reidentification or breach of privacy when using that data in a large language model (LLM), it is important to implement several risk mitigation strategies. In enterprise implementations, different combinations of these techniques will be applied.

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The year’s top 10 enterprise AI trends — so far

CIO

And at the end of March, Italy banned ChatGPT entirely, before unbanning it again about a month later. This is where large language models get me really excited. Open-source AI Open source has long been a driver of innovation in the AI space. In August, Meta continued releasing models.

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9 Best AI Tools for Programming Assistance in 2024

The Crazy Programmer

Artificial Intelligence (AI) is revolutionizing software development by enhancing productivity, improving code quality, and automating routine tasks. Amazon CodeWhisperer Amazon CodeWhisperer is a machine learning-powered code suggestion tool from Amazon Web Services (AWS).

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Get AI in the hands of your employees

CIO

Restrictions soon lost the battle, and most employees now have open access to the internet. Amazon and Apple, for example, are restricting employee use of ChatGPT, while others, like Ford and Walmart, are giving gen AI tools to their employees, with the goal of sparking employee innovation.