AI systems face a significant issue known as “catastrophic forgetting,” where they forget old information while learning new things, causing them to freeze. Researchers are exploring solutions, including a ‘spiking’ neural network that mimics the human brain and an approach that introduces dissimilar tasks early in the learning process. These strategies aim to improve AI’s ability to learn, handle different situations, and scale effectively.
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