2 ms·
> tensors multiplied by tensors This argument is ignoring the problem. What a neural network cannot do is to explain which invisible "rules" it has learned.
by ripe 4y ago
> tensors multiplied by tensors
This argument is ignoring the problem.
What a neural network cannot do is to explain which invisible "rules" it has learned.
For example, when trying to classify movie reviews into good and bad [1], two invisible rules that it learned to apply were:
1. The word "horrible" indicates a bad review.
2. The term "Daniel Day Lewis" indicates a good review.
A human would judge the first rule to be reasonable, the second rule to be a mistake.
[1] https://www.science.org/content/article/how-ai-detectives-are-cracking-open-black-box-deep-learning https://www.science.org/content/article/how-ai-detectives-ar...