Work

The Collapse of Centralized AI Discovery

Year: 2025

Type: article

Abstract: Search produced a centralized discovery model. One primary interface shaped consumer demand and enterprise attention. Generative systems remove the constraints that once stabilized this structure. AI discovery now fragments across consumer assistants, vertical agents, enterprise copilots, and embedded software systems. This paper provides conceptual foundations, operational evidence, and an audit-ready control framework for visibility assurance in multi-agent environments. Presence is no longer a guarantee of selection. Evidence, continuity, and eligibility define enterprise control.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17510819

Author: de Rosen, Tim

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Safety Research

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7103899018

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