managing-context-explicitly-paging-information-out-bounded-windowmechanismsingle paper
Managing context explicitly, paging information in and out of a bounded window, sustains performance on tasks that exceed the window.
Capability: Keeping its own context clean
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- Managing context explicitly, paging information in and out of a bounded window, sustains performance on tasks that exceed the window.
Disagreeing is the most useful thing you can do here. Both sides of every contested claim in this catalog were assembled by the same person, which is its weakest point.
Related claims
- A tiered memory system managed by the model itself sustains recall over conversations far longer than the context window.Remembering across sessions
- Holding the task fixed and only lengthening the input degrades reasoning long before the context limit is reached.Losing information in long inputs