E2: Micro-Randomized Stabilization Trial
experiment
ClaimProtocol for testing whether bounded actions reduce TTR without autonomy loss via micro-randomized trial.
Goal: test whether bounded actions reduce TTR without autonomy loss.
Design
Micro-randomized trial (Klasnja et al. 2015), decision points triggered by high confidence of leaving R, randomize among: silence, state legibility, choice compression, micro-controllability task, opt-in physiology prompt.
Outcomes
TTR distribution shift, autonomy measures, monitoring anxiety, user-rated coercion, interaction density trends.
Falsifier triggers
No TTR improvement; autonomy decline; increased monitoring anxiety; increased dependency markers.
Tests
P1, P3, and kill criterion 6.5.