Continual Learning

goML
Continual learning lets AI keep learning new things over time without forgetting what it already knows, like humans do.
ChatGPT Definition (GPT-4o)
An AI’s ability to learn new tasks over time while retaining previously acquired knowledge, enabling it to adapt without forgetting or retraining from scratch.
Gemini (2.0)
The ability of an AI model to learn new tasks sequentially without forgetting previously learned ones.
Claude (3.7)
AI capability to acquire new knowledge while retaining previously learned information. Addresses "catastrophic forgetting" where models lose earlier capabilities when training on new tasks or data.

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