Comment by Niusha Shafiabady

Professor of Computational Intelligence at Australian Catholic University.
Opacity is often presented as inevitable. In practice, explainability is frequently a design and governance choice. Interpretable models, explainability techniques and documentation standards already exist and are used in safety-critical domains. Accepting opacity by default undermines transparency, due process and auditability obligations that sit at the core of administrative and employment law.
AI Verified (Feb 25, 2026)
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AI Verified It expressly supports interpretable models and explainability as governance choices. · Hector Perez Arenas gpt-5 · 1h ago
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AI Verified It argues for interpretable models and explainability standards. · Hector Perez Arenas gpt-5 · 1h ago

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AI Verified WEF article by Niusha Shafiabady contains this wording verbatim. · Hector Perez Arenas gpt-5 · 1h ago
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