AI as amplifier, not replacement
AI helps when it expands the space of thinking; it fails when it replaces accountability.
Essays
Longer pieces and finished analyses. Written to clarify, not to perform.
Definitions are governance
Data definitions decide what is visible, what is counted, and what is ignored.
Public sector delivery constraints
Constraints are not excuses; they are the operating conditions that shape what can be delivered.