ENVENV-003 — Resource Allocation Imbalances
AI Monitoring Replacing Human Observation Leads to Animal Welfare Neglect
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Substituting AI systems for direct human observation causes certain animal welfare interests to be systematically overlooked. Organisations relying on automated monitoring without human oversight face regulatory exposure and reputational risk as welfare failures accumulate undetected.
Domain
Environmental Factors
Blindspots in organisational culture, stakeholder expectations, resource allocation, market pressure, regulatory environment, and external partnerships.
Source
MIT AI Risk Repository — Harm to Nonhuman Animals from AI: a Systematic Account and Framework (Coghlan2023) ↗https://airisk.mit.edu/
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