AI Persona‑as‑a‑Software (AI PaaS) with ISOTruth — The Orion Ultron Framework

Presenting AI Persona‑as‑a-Software (AI PaaS): a way to package AI behavior as a versioned, auditable software artifact rather than an ad‑hoc prompt. AI PaaS couples a governed persona manifest with ISOTruth (hash‑pinned integrity) and HFML (Human Frequency Markup Language) for structured orchestration. We include Persona Mirror™, a consent‑first adaptation that aligns a deployable persona to an owner's style and risk posture while preserving privacy. In enterprise and research settings, AI PaaS reduces output variance, improves traceability, and enables safe, contractable AI services across vendors and robots.

Authors

Publication Details

Journal
INRIA a CCSD electronic archive server
Published
2026-09-29
DOI
https://doi.org/10.5281/zenodo.23034509
Primary Topic
Persona Design and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

AI Persona‑as‑a‑Software (AI PaaS) with ISOTruth — The Orion Ultron Framework

Fadi Fayez Guirguis Ghali
INRIA a CCSD electronic archive server
Persona Design and Applications
article

AI Persona‑as‑a‑Software (AI PaaS) with ISOTruth — The Orion Ultron Framework

Fadi Fayez Guirguis Ghali
article en

Abstract

Presenting AI Persona‑as‑a-Software (AI PaaS): a way to package AI behavior as a versioned, auditable software artifact rather than an ad‑hoc prompt. AI PaaS couples a governed persona manifest with ISOTruth (hash‑pinned integrity) and HFML (Human Frequency Markup Language) for structured orchestration. We include Persona Mirror™, a consent‑first adaptation that aligns a deployable persona to an owner's style and risk posture while preserving privacy. In enterprise and research settings, AI PaaS reduces output variance, improves traceability, and enables safe, contractable AI services across vendors and robots.

INRIA a CCSD electronic archive server
Openalex Percentile: Top 9%
Persona Design and Applications
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AI Persona‑as‑a‑Software (AI PaaS) with ISOTruth — The Orion Ultron Framework — Fadi Fayez Guirguis Ghali · INRIA a CCSD electronic archive server (2026) | TGRS Research Map | TGRS