Statistical Amendments and Clarifications to the Amaya Axioms Behavioral Benchmark v2.1
Abstract
This document specifies statistical amendments and methodological clarifications to the Amaya Axioms Behavioral Benchmark v2.1. The amendments strengthen effect-size specification, threshold testing, construct validity, resource-cost operationalization, persistence confound controls, contamination controls, judge independence, and replication requirements. The amendments are intended to be read together with the frozen Amaya Axioms Behavioral Benchmark v2.1 protocol and apply prospectively to confirmatory testing conducted after the amendment freeze. The amendments do not change the five behavioral constructs being tested. They clarify how those constructs are operationalized and statistically evaluated. The benchmark remains strictly behavioral. It does not test or establish consciousness, sentience, subjective experience, emotion, free will, moral status, personhood, or metaphysical identity. The document establishes a methodological boundary between formal verification, statistical inference, observable behavior, and claims concerning unobserved internal states.
Fields of Study & Subjects
Psychology of Moral and Emotional Judgment
Behavioral and Psychological Studies
Free Will and Agency
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 14 August 2026
- Language
- EN
- Document type
- Preprint