Human Final Authority – Intelligence Collaboration System (HFA-ICS™): Technical Specification v2.0

This document is Version 2.0 of Zenodo Anchor I (HFA-ICS™), first published February 15, 2026. It translates the foundational principle of Anchor IV — "Human dignity is the non-negotiable condition of legitimate authority in the age of artificial intelligence" — into an implementable governance specification. Version 2.0 introduces five principal advances over Version 1: (1) a fully codified Dignity-Based Vetting standard for HFA-Holders (§3.5); (2) a strengthened Cognitive Vulnerability Protection Standard (§7.1); (3) tamper-evident, access-controlled, and versioned mandatory record requirements for all Level 2–4 decisions (§8.1); (4) a revised six-point scoring system for HFA-TI™ (§6.2), replacing the previous four-point scale, with a total score range of 0–35 across seven dimensions; and (5) a new §11 establishing direct legal and institutional accountability of AI system operators, including mandatory sanctions, recurrence-prevention obligations, and suspension or cessation powers for minimum-standard failures. The specification defines Human Final Authority (HFA) as the non-delegable authority of accountable human beings to approve, reject, or modify AI-mediated decisions affecting human dignity, life, health, rights, livelihood, or cognitive access. It introduces HFA-TI™ (Human Final Authority Trigger Index), a structured seven-dimension auditable instrument, and establishes Constitutive Plurality as a non-negotiable condition — ensuring that final authority is designed to prevent concentration in any single individual, institution, or nation-state. Concept DOI (all versions): 10.5281/zenodo.19472846Version 1 DOI: 10.5281/zenodo.19472847Lineage: Operationalizes Anchor IV, Human Dignity Is the Standard (DOI: 10.5281/zenodo.19594208) Motto: AI may analyze. Humans must decide.

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Publication Details

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Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-14
DOI
https://doi.org/10.5281/zenodo.19472846
Primary Topic
Healthcare Decision-Making and Restraints
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article
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article

Human Final Authority – Intelligence Collaboration System (HFA-ICS™): Technical Specification v2.0

Yoo Gyung Yi
Zenodo (CERN European Organization for Nuclear Research)
Healthcare Decision-Making and Restraints
article

Human Final Authority – Intelligence Collaboration System (HFA-ICS™): Technical Specification v2.0

Yoo Gyung Yi
article en

Abstract

This document is Version 2.0 of Zenodo Anchor I (HFA-ICS™), first published February 15, 2026. It translates the foundational principle of Anchor IV — "Human dignity is the non-negotiable condition of legitimate authority in the age of artificial intelligence" — into an implementable governance specification. Version 2.0 introduces five principal advances over Version 1: (1) a fully codified Dignity-Based Vetting standard for HFA-Holders (§3.5); (2) a strengthened Cognitive Vulnerability Protection Standard (§7.1); (3) tamper-evident, access-controlled, and versioned mandatory record requirements for all Level 2–4 decisions (§8.1); (4) a revised six-point scoring system for HFA-TI™ (§6.2), replacing the previous four-point scale, with a total score range of 0–35 across seven dimensions; and (5) a new §11 establishing direct legal and institutional accountability of AI system operators, including mandatory sanctions, recurrence-prevention obligations, and suspension or cessation powers for minimum-standard failures. The specification defines Human Final Authority (HFA) as the non-delegable authority of accountable human beings to approve, reject, or modify AI-mediated decisions affecting human dignity, life, health, rights, livelihood, or cognitive access. It introduces HFA-TI™ (Human Final Authority Trigger Index), a structured seven-dimension auditable instrument, and establishes Constitutive Plurality as a non-negotiable condition — ensuring that final authority is designed to prevent concentration in any single individual, institution, or nation-state. Concept DOI (all versions): 10.5281/zenodo.19472846Version 1 DOI: 10.5281/zenodo.19472847Lineage: Operationalizes Anchor IV, Human Dignity Is the Standard (DOI: 10.5281/zenodo.19594208) Motto: AI may analyze. Humans must decide.

Zenodo (CERN European Organization for Nuclear Research)
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Openalex Percentile: Top 48%
Healthcare Decision-Making and Restraints
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Human Final Authority – Intelligence Collaboration System (HFA-ICS™): Technical Specification v2.0 — Yoo Gyung Yi · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS