Decision Firewall: what building an AI governance framework taught me

A refund-recovery example, measured comparisons and lessons from building Decision Firewall, an open-source reference for AI action authorization and audit. This is an adapted edition of the original article. It preserves the section argument and evidence; use the source link for the published vers

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