Book angle
The book treats shadow AI not only as a security issue but as a market signal: the work has outrun the official system built to govern it.
Part IV - Power and Matter
When work goes faster than permission, the office mutiny becomes infrastructural.
Shadow AI is the quiet use of machine systems ahead of permission, policy, or institutional blessing.
Book angle
The book treats shadow AI not only as a security issue but as a market signal: the work has outrun the official system built to govern it.
Why now
This concept matters for firms, regulators, and anyone misreading grassroots AI adoption as only a compliance problem.
Chapter references
Primary manuscript and conceptual spine for the entire atlas.
The strongest public benchmark for capabilities, deployment, investment, and governance gaps.
Useful evidence on workplace agents, delegation, and the managerial normalization of AI assistants.
A U.S. governance vocabulary for risk, accountability, and trustworthy AI practice.
Related concepts
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