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Waymo uses ML/AI extensively. Here's a blog post from earlier this year about how they're forgoing CNNs for a "hierarchical graph neural network." https://blo
by luhn 6y ago
Waymo uses ML/AI extensively. Here's a blog post from earlier this year about how they're forgoing CNNs for a "hierarchical graph neural network." https://blog.waymo.com/2020/05/vectornet.html https://blog.waymo.com/2020/05/vectornet.html
- jeffbee 6y agoIs the concern that these nets might be trained in such as way as to infer the wrong thing in cities other than Phoenix?
- wutbrodo 6y agoI doubt they'd blindly deploy in another city with a network trained entirely in Phoenix. That's not something even an amateur MLE would do.
- heavyset_go 6y agoYes, overfitting to the training set is a problem with AI.