AI Governance in Small Law Firms: Practical Supervision Standards for Responsible AI Use
AI is entering law firm workflows faster than most firms realize — and the supervision burden is growing. This post explains the most common AI governance gaps in small firms and provides a practical framework to establish acceptable-use boundaries, confidentiality safeguards, and meaningful human review standards.
Stress-Testing AI Self-Awareness:
AI self-awareness doesn’t mean consciousness. It means advanced systems understanding their role, goals, and environment—and that changes how AI must be tested, governed, and deployed in the real world.