Episode 50 – Limits of Deep Learning
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Episode 50 – Limits of Deep Learning
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About this listen
Deep learning may be powerful, but it isn’t magic. This episode closes the first half of the series by examining the limitations of today’s models: their hunger for data and energy, their lack of reasoning and common sense, and their vulnerability to bias and adversarial attacks. We’ll discuss why critics warn that deep learning alone may not lead to general intelligence, and why researchers are already searching for the next paradigm shift.
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