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Titans: How Google Is Teaching AI to Actually Remember Things

Google Research introduced Titans, a new architecture that gives transformers a learnable long-term memory. Instead of forgetting everything outside the context window, Titans maintain a neural memory that updates itself at test time using gradient descent. Basically, it learns to memorize on the fly.

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