Post-Deployment Ethics: What Happens After Launch

The fundamental challenge of AI ethics is not knowing what is right. It is building organizations that consistently do what is right when doing so is inconvenient, expensive, or slow. Ethics is easy in the abstract. It is difficult in the quarterly planning meeting....

Building a Shadow AI Discovery Program

The velocity of new AI tool releases exceeds the capacity of any IT governance process to evaluate them. A new AI capability appears weekly. The evaluation backlog grows. Employees, facing no sanctioned alternative, use the unsanctioned option. The cycle accelerates....

AI-Assisted Tax Fraud: The Emerging Threat

The liability exposure from AI misuse is poorly understood by most organizations. When an employee uses AI to fabricate a deliverable, misrepresent data, or create misleading communications, the organization may bear legal responsibility regardless of whether it...