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.
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Fadi Fayez Guirguis Ghali (2026) studied this question.
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