Frameworks
The framework library extracts major architectures from the books while preserving their stated evidence limits. A memorable model is a tool for inquiry—not automatic proof of validity.
Executive judgment under ambiguity
A five-part reflection architecture for framing consequential leadership situations, assessing leader and system forces, choosing a response, executing with discipline, and studying the outcome.
Explore framework →Build the system around the capability
An eight-part operating framework for turning AI access into governed, learnable, accountable performance.
Explore framework →The coupled system as the unit of analysis
A model for studying task-bounded human–AI systems in which outputs from either participant change the other participant’s next representation, judgment, or action.
Explore framework →How capability becomes movement
A seven-stage model for diagnosing where professional value stops converting into career mobility.
Explore framework →Mastery before confidence
A learning architecture that separates observed evidence from assumptions, requires changed-fact correction, and ties larger commitments to stronger evidence and capability.
Explore framework →How AI becomes psychologically consequential
A diagnostic sequence describing how human need, interaction, personalization, perceived understanding, trust, disclosure, attachment, and reliance can build toward integration or dependence.
Explore framework →