Does your health insurance chatbot need to tell jokes? No. Does it need to be accurate? Absolutely. That's hard when biases get in the way.
The introduction of bias into a model can be unintentional, but it can have significant consequences for those relying on its guidance. The Compiler team examines the ways bias can creep in, and what steps can be taken to address it.
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34:27
Diagnosing and Dispelling AI Hallucinations
AI is notorious for making stuff up. But it doesn’t always tell you when it does. That’s a problem for users who may not realize hallucinations are possible.
This episode of Compiler investigates the persistent problem of AI Hallucination. Why does AI lie? Do these AI models know they’re hallucinating? What can we do to minimize hallucinations—or at least get better at seeing them?
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33:43
Chasing Its Own Tail
With the massive flow of AI-generated content onto the internet, it was only a matter of time until all of those bits of data found their way back into AI models. But what do you get when generative AI models start getting their answers from that content?
The Compiler team digs into AI feedback loops, and the unique challenges they present for technologists...and everyone else.
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36:43
Navigating Data Rights In AI
Copyright infringement is a huge issue for AI training and use. Can LLMs give you copyrighted content? What data can you use to train and tune your own model?
In this episode of Compiler, we explore who owns what when AI models learn from protected content—and why it matters.
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38:42
AI Building Blocks
There’s no one AI model to rule them all. Each project has its own requirements. Where do you get started building your own model?Compiler continues its conversations with big dreamers about their big projects—and how they’re piecing together the building blocks of their AI models.
When it comes to technology, you may have questions. So do we. Every other week, we demystify the tech industry, one answer at a time. Join us as we bring together a chorus of perspectives from within Red Hat to break down the big, emerging ideas that matter both today and beyond. Compiler is hosted by Angela Andrews and Brent Simoneaux. Learn more about our show at redhat.com/en/compiler-podcast
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