From the course: AI Trends

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The power of expert knowledge

The power of expert knowledge

From the course: AI Trends

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The power of expert knowledge

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AI agents and systems can perform many day-to-day tasks, but still struggle with domain expertise. As a result, there has been an explosion in demand for expert knowledge to train AI models. Billion-dollar startups have risen, and large AI labs are spending billions to label and create expert data sets. In this video, we'll cover the expert landscape, the importance of experts, and how companies can leverage their own in-house domain experts to build powerful AI systems. So data labeling and machine learning has been a very common problem that people have worked through. I'll talk about a few stories. The first one is about ImageNet, which was a large data set that was created to improve our computer vision models. This was led by AI pioneer Fei-Fei Li and happened in the mid 2000s, where a number of students and data labelers got together to label a large image data set. And they use this technology called…

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