
- Governance
- HumanCenteredAI
- AI
When AI Is Right for the Wrong Reason
We cannot predict every way an AI agent might interpret us. The guardrail belongs where interpretation becomes a consequence.
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We cannot predict every way an AI agent might interpret us. The guardrail belongs where interpretation becomes a consequence.

B2E AI adoption fails when teams design around personas instead of functions, risks, trust barriers, and human control points.
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