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Aluma™, AI-Integrated Ethical Practice™, ARP Framework™, AIRP Framework™, Micro-ARP™, Ethical Drift™, Constructive Assumption Error™, Ethical Expansion Constraints™, and Reflective Human-in-the-Loop Practice™ are trademarks of Aluma. © 2026 Aluma. All rights reserved.

    White PapersAI Documentation Ethics

    Ethical Expansion Guard™

    Preventing Constructive Assumption Error in AI-Assisted Clinical Documentation

    Abstract

    AI-assisted documentation tools are increasingly used in clinical, social work, and human services settings to reduce administrative burden and improve efficiency. While these systems demonstrate high fluency and structural competence, they introduce a subtle but under-examined ethical risk: the generation of clinically plausible content that exceeds what was explicitly documented by the professional. This paper identifies and names a specific failure mode that emerges under documentation expansion pressure: constructive assumption error.

    Paper Details

    Author: Ashleigh Gardner-Cormier, LMSW
    Year: 2025
    Framework / Governance
    Clinicians, social workers, EHR vendors, AI designers, compliance teams
    Status
    Included in Module

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    Ethical Note

    This paper supports ethical reflection and governance design. It does not replace professional licensure requirements, organizational policy, or legal counsel.

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