What question did this study set out to answer?

The study aims to establish a set of 12 canons that define risk boundaries and assessment methods.

January 24, 2026Open Access

Canonical Risk‑Reduction Thresholds

Key Points

The study aims to establish a set of 12 canons that define risk boundaries and assessment methods.
Developed a closed set of 12 legally neutral atomic canons.
Defined boundaries, triggers, and audit tests for decision-making.
Excluded operational implementation from the analysis.
Each canon provides a clear framework for assessing decision risk.
Functionally equivalent use is considered as derivative use.

Abstract

Closed set of 12 legally neutral, regulation‑independent atomic canons. Each canon defines a boundary, a trigger, and an audit test for recurring decision risk. Operational implementation excluded. Functionally equivalent use constitutes derivative use.

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Cite This Study

Omri Bankuti (Thu,) studied this question.

synapsesocial.com/papers/6974616cbb9d90c67120b47e https://doi.org/https://doi.org/10.5281/zenodo.18332606

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