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But an AI must “understand its reasoning” in order to revise it efficiently to learn from its mistakes. If revision is impossible, the only way to correct its
by randcraw 4y ago
But an AI must “understand its reasoning” in order to revise it efficiently to learn from its mistakes. If revision is impossible, the only way to correct its reasoning is to re-train the system from scratch. But in doing that, you can only hope the problem is fixed, and worse, that new problems were not just created.
- mdp2021 4y agoIt is very rare, but I must congratulate. An aim is "non-deterministic virtual self-modifying code".
- visarga 4y agoThere is also the problem of label noise. A label might not be necessarily correct, especially when the dataset is large. Nobody got time to check them all, and even if you put two people they might disagree.