ARTIFACT · DECISION MAKING
Reversibility Learning Windows
Keep decisions soft just long enough to harvest the most informative evidence, then harden them at a defined threshold before reversibility turns into drift.
WHY IT MATTERS It captures a practical governance pattern: stay flexible long enough to learn, but not so long that flexibility becomes indecision and drift.
HUMAN VIEW
Genes:
- Soft Decisions: Make choices reversible early so evidence can expose wrong assumptions before they calcify into costly norms.
- Evidence Window: Reversibility works as a data-collection period: it reveals consequences while change is still cheap.
- Harden Threshold: Define the point where a decision must stop being provisional and become a committed standard.
- Review Deadline: Schedule a forced decision date so reversible periods do not slide into indefinite delay.
- Drift Risk: If reversibility lasts too long, ambiguity enables gaming, under-commitment, and norm drift.
- Rollback Cheapness: The mechanism depends on making reversal inexpensive enough to encourage real testing before commitment.
Relationships:
- Soft Decisions enables Evidence Window
- Evidence Window feeds Harden Threshold
- Review Deadline forces Harden Threshold
- Drift Risk limits Soft Decisions
- Rollback Cheapness supports Soft Decisions
- Drift Risk justifies Review Deadline
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RELATIONS
- EXTENDS Reversible CommitmentsBoth artifacts specify a reversible-then-committed decision boundary governed by a named threshold and cheap early rollback.
- EXPLAINS Decision Under UncertaintyReversible choices are experiments, and experiments should be judged by process rather than by whether the final outcome happened to be lucky.
- SHARES MECHANISM Feedback LatencyIn both artifacts, slower correction lets bad states harden, while faster correction preserves learning and trust.
- EXPLAINS Soft Until SignalThe first says to remain soft only while learning and cost conditions justify it; the second explains that this softness is a bounded evidence-collection window before drift.
- EXPLAINS Optionality DecayBoth are about keeping choices reversible only up to the point where more waiting stops improving the decision and starts creating lock-in or drift.