Ship It Broken, Label It Honest: Deployment Patterns for AI Agents in Early-Stage Wellness Platforms

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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-16
DOI
https://doi.org/10.5281/zenodo.19601971
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Ship It Broken, Label It Honest: Deployment Patterns for AI Agents in Early-Stage Wellness Platforms

Nicolas Waern
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Ship It Broken, Label It Honest: Deployment Patterns for AI Agents in Early-Stage Wellness Platforms

Nicolas Waern
article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
Association of British Orchestras (GB)
Openalex Percentile: Top 13%
Ethics and Social Impacts of AI
DOIOpen Access PDFOpenAlex
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Ship It Broken, Label It Honest: Deployment Patterns for AI Agents in Early-Stage Wellness Platforms — Nicolas Waern · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS