Stage 10 — Baseline Human Visibility: Stable Repeatable Presence (v0.7)

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Authors: Bernard Lynch
Cited by: 0

Abstract

Comprehensive technical documentation of Stage 10 of the 11-Stage AI Visibility Lifecycle. Covers how digital entities achieve stable, repeatable human visibility through established ongoing AI system engagement. Details baseline visibility metrics, sustained presence indicators, consistency requirements, and the stability conditions that confirm an entity has moved beyond experimental exposure to reliable, predictable visibility in AI-mediated discovery. Part of the AI Visibility Architecture (AIVA) framework documentation.

Fields of Study & Subjects

Ethics and Social Impacts of AI Information Retrieval and Search Behavior Artificial Intelligence Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
7 February 2026
Language
EN