What question did this study set out to answer?

The aim is to clarify the role of time in decision-making and the effects of external signals on evaluations.

January 14, 2026Open Access

Decision-OS Note: Time-is-an-Ally (Genesis×Time)

Key Points

The aim is to clarify the role of time in decision-making and the effects of external signals on evaluations.
Introduces the Time-is-an-Ally concept and its non-forecasting nature.
Explains the Two-Universe model, including salvage and amplification.
Describes CAP/DFR protocols and Capability-Ceiling-Aware Review.
Highlights that external signals trigger re-evaluation in decision-making.
Emphasizes that the concept is not for price prediction or hindsight absolution.
Discusses the importance of adoption and verification in implementing the framework.

Abstract

Update (v2): - Adds Ta×Da (time amplification × discoverability), Two-Universe model (salvage vs amplification), minimal Da implementation, CAP/DFR protocols, and Capability-Ceiling-Aware Review (Reverse Ta). - Preserves v1: non-forecasting definition + external-signal re-evaluation gate. Source / updates (GitHub): https: //github. com/shin4141/decision-os-paper (Commit for v2 draft: 91c0916c14d1b743b3ba666668976ea2dfbceba7) This is a 1-page note in the Decision-OS series. Time-is-an-Ally is NOT a forecasting formula. It preserves as-of (time-of-decision) evaluation and opens re-evaluation weight ONLY when external signals are observed. Non-Use (misread prevention) - Not a meme/price prediction formula- Not a post-hoc excuse for failure (no hindsight absolution) - Not an automatic amplification by time alone External-signal triggers for re-evaluation- Adoption / deployment- Reproduction / verification- Citations / formal uptake- Resolution of a stated falsification / contradiction Repository (source + updates): https: //github. com/shin4141/decision-os-paper Transparency / Author’s Note (canonical): https: //github. com/shin4141/decision-os-paper/blob/main/AUTHORSNOTE. md

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