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Beyond the Transformer FFN: How CellularFlow Solves Catastrophic Forgetting

Beyond the Transformer FFN: How CellularFlow Solves Catastrophic Forgetting with Multi-Head Associative Memory By Celcilin C S ( @celcilin ) A deep dive into replacing dense feed-forward networks with addressable DNA memory banks, achieving zero-backpropagation streaming learning, and preserving 83.9% domain retention. 1. The Elephant in the AI Room: Why Modern LLMs Forget If you take any…

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