The Insurance Implications of Uncontrolled AI Use

Shadow AI is a symptom, not a cause. It grows in the gap between what employees need and what the organization provides. Treating it as a compliance problem without addressing the underlying demand ensures it will persist regardless of the policies written against it....

Ethics Washing: How Companies Fake AI Responsibility

AI ethics is not a constraint on innovation. It is a quality standard for innovation. An AI system that produces biased outcomes, violates privacy, or makes unexplainable decisions is not a good system that happens to be unethical. It is a bad system. The fundamental...

The Ethics of AI in Hiring: Beyond Resume Screening

AI ethics is not a constraint on innovation. It is a quality standard for innovation. An AI system that produces biased outcomes, violates privacy, or makes unexplainable decisions is not a good system that happens to be unethical. It is a bad system. The fundamental...

Shadow AI and the Zero Trust Architecture

The scale is staggering. Research consistently shows that the majority of knowledge workers use AI tools that their organization has neither evaluated nor approved. The data flowing through these tools includes client information, financial projections, strategic...

Shadow AI and Intellectual Property: Who Owns What?

Shadow AI is a symptom, not a cause. It grows in the gap between what employees need and what the organization provides. Treating it as a compliance problem without addressing the underlying demand ensures it will persist regardless of the policies written against it....