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Catastrophic forgetting
Phenomenon where a neural network completely forgets what it learned in a previous task upon being trained on a new task.
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Full definition
Phenomenon where a neural network completely forgets what it learned in a previous task upon being trained on a new task.
Example in a business context
A model that learns to play chess and then forgets how to play checkers after being retrained.