Kaggle Notebooks Interactive Session Timeout vs. Background Save Version: In-Memory State Persistence Boundary
Kaggle Notebooks enforce a documented 12-hour limit on interactive sessions, while background Save & Run All executions may continue for up to 90 hours independent of the browser. A manual Stop terminates the virtual machine immediately, discarding volatile memory. However, the precise compatibility boundary between an interactive session timeout, an ina
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