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Going ‘AI native’ with in-house ChatGPT the MITRE way

CIO Business Intelligence

in late November 2022 — MITRE would be among the first organizations looking to capitalize on the technology, launching MITREChatGPT a month later. And it enables research teams to analyze legislation and policy documents in record time, delivering plans for proposed changes to these critical agencies in a day rather than weeks.

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What is Model Risk and Why Does it Matter?

DataRobot Blog

With the big data revolution of recent years, predictive models are being rapidly integrated into more and more business processes. When business decisions are made based on bad models, the consequences can be severe. As machine learning advances globally, we can only expect the focus on model risk to continue to increase.

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20 issues shaping generative AI strategies today

CIO Business Intelligence

The adoption curve here is by no means gradual, with most enterprise leaders quickly working to harness the technology’s potential mere months after the November 2022 launch of gen AI tool ChatGPT kicked off a wave of enthusiasm (and worry). Here’s a rundown of the top 20 issues shaping gen AI strategies today. It’s not a hammer.

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Demystifying Multimodal LLMs

Dataiku

This scenario is not science fiction but a glimpse into the capabilities of Multimodal Large Language Models (M-LLMs), where the convergence of various modalities extends the landscape of AI. But instead, a machine seamlessly identifies the scene and its location, provides a detailed description, and even suggests nearby attractions.

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How to build a decision tree model in IBM Db2

IBM Big Data Hub

After developing a machine learning model, you need a place to run your model and serve predictions. If your company is in the early stage of its AI journey or has budget constraints, you may struggle to find a deployment system for your model. Also, a column in the dataset indicates if each flight had arrived on time or late.

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King County enlists AI to reduce drug overdose deaths

CIO Business Intelligence

Seattle, the county seat, reported nearly 600 drug overdose deaths in 2022, an increase of 72% from the previous year. In many cases, additional documents are involved in the process, such as toxicology reports. The ML models include classic ML and deep learning to predict category labels from the narrative text in reports.

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What is a data architect? Skills, salaries, and how to become a data framework master

CIO Business Intelligence

The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.