KLMKeith Lawrence Miller

Research & Ideas

The connective tissue between the books.

Frameworks make recurring ideas visible. The newsroom tests those ideas in public. The books provide the full architecture and evidence boundary.

All frameworksNewsroom

Framework library

Major architectures from the current body of work

Executive judgment under ambiguityFACES Executive Judgment Model

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.

Build the system around the capabilityCHAMPION Human–AI Leadership Framework

An eight-part operating framework for turning AI access into governed, learnable, accountable performance.

The coupled system as the unit of analysisCombined Intelligence

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.

How capability becomes movementCareer-Conversion Model

A seven-stage model for diagnosing where professional value stops converting into career mobility.

Mastery before confidenceFive-Course Evidence & Commitment Architecture

A learning architecture that separates observed evidence from assumptions, requires changed-fact correction, and ties larger commitments to stronger evidence and capability.

How AI becomes psychologically consequentialSynthetic Relationship Cycle

A diagnostic sequence describing how human need, interaction, personalization, perceived understanding, trust, disclosure, attachment, and reliance can build toward integration or dependence.

Recent essays

Ideas in public conversation

All essays →