Abstract: Deep neural networks suffer from catastrophic forgetting when trained on sequential tasks in continual learning. Various methods rely on storing data of previous tasks to mitigate ...

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An open letter signed by architects, DBAs, and engineers argues that closed development, missing AI‑era features, and declining commits demand a foundation-led model that includes Oracle but restores ...