News | Joshua Berkowitz

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Continual Learning ×

Nested Learning: How a New AI Paradigm Tackles Catastrophic Forgetting

Artificial intelligence faces a persistent challenge: as models learn new tasks, they often forget previous knowledge, a problem commonly known as catastrophic forgetting . Unlike the human brain, whi...

AI Research Catastrophic Forgetting Continual Learning Deep Learning Machine Learning Memory Systems Nested Learning Transformers

Nov 8, 2025

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