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You can fix a software, but you can only punish a human driver, hoping it will fix itself. Also, both can be forced to train, but you can reproducibly test only
by henearkr 6y ago
You can fix a software, but you can only punish a human driver, hoping it will fix itself. Also, both can be forced to train, but you can reproducibly test only the software, no guarantee that your retrained human driver will not succomb to the same road rage in the near future.
- redis_mlc 6y agoNonsense. You can't fix a model to handle unknowns, and you can't test that. We've seen with Tesla's autopilot software that things like obsolete road markers and overturned trucks are meaningless to software.
- henearkr 6y agoOf course you can!! Even in something not very well defined as a neural network, you can try to retrain it, or also to modify its architecture, or its postprocessing, and verify reproductibly on test cases that it behaves better. Also, to address your critics, you can add test cases (just like in any sotware. But actually they also do exactly that for hardware too).