Learning from Data
Yoshua discusses the concept of unsupervised learning, emphasizing the need for models to create narratives that align with data. He highlights the importance of maintaining a distribution of world models rather than relying on a single interpretation, which can lead to confidently erroneous conclusions. This approach mirrors scientific inquiry, where diverse theories enhance understanding and mitigate risks associated with certainty.In this clip
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Eye on AI
Pausing More Powerful AI Models and His Work on World Models | Yoshua Bengio
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