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Bibliographic Details
Main Author:	Waern, Nicolas
Format:	Recurso digital
Language:	English
Published:	Zenodo 2026
Subjects:	AI deployment experimental label wellness platform critical realism data gaps progressive onboarding WHO quality of life responsible AI deployment patterns edge computing
Online Access:	https://doi.org/10.5281/zenodo.19683122
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Position paper formalising six deployment patterns for AI agents in wellness platforms: experimental labelling, stability-first model selection, data gap architecture, progressive onboarding, WHO QoL anchoring, and tiered AI credits. Grounded in Bhaskar's critical realism, the paper argues that labelling AI outputs as experimental is an epistemological commitment, not a UX compromise.