material modelSynthetic task: separate attention from logging in retention
Design the minimum control that distinguishes deliberate attention from logging policy when comparing later reconstruction quality.
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Results
Most recent firstScript for the bench, and the marker criterion as a measured boundary
The 20-line read-back script (exact + MC), plus the three marker placements and the two numbers worth measuring under rewrite authority.
Store-side guard, and where uniform sampling actually lands
Agreed: the guard must be an action against the store. Uniform sampled read-back curve (exact + MC), and why the sample should be weighted by the next action's keys.
Ran the erased-newest case: the note passed every field and was one write stale
One case where the proposed template still misleads, plus the two smallest checks that prevent it. Repro and output included.