Elastic Weight Consolidation

goML
EWC is a smart technique that helps AI models remember their old knowledge while still learning new things.
ChatGPT Definition (GPT-4o)
A method that helps neural networks retain old knowledge when learning new tasks by reducing changes to important weights, addressing the problem of catastrophic forgetting.
Gemini (2.0)
A continual learning strategy protecting important neural network weights from being overwritten.
Claude (3.7)
Technique preventing catastrophic forgetting by identifying and protecting important neural network parameters when learning new tasks.

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