Dimension 2: Active Modeling¶
Synchronized from the canonical website on 2026-09-06.
“An AI sponsor who doesn't use AI is a contradiction — not a sponsor.”
THE CARPENTER
← The Immersion Condition · Complexity
LEAD SELF — HABITS & PRACTICES¶
Build Week¶
Structured immersion: dedicated time building with AI tools, not reading about them. Bill Gates had Think Week (information). AI-era leaders need Build Week (experience). The input is contact knowledge, not briefings.
Tinker Time¶
Regular, hands-on building with AI embedded in real work. Not demos, not showcases — genuine making. Satya Nadella spending weekends with tools isn't about becoming a developer. It's about ensuring strategic judgment isn't epistemologically compromised. The leader who hasn't built with the technology hasn't earned their strong opinions about it.
LEAD OTHERS — BEHAVIORS¶
Public Learning¶
Visible, honest AI use — including public acknowledgment of failure. What leaders are seen doing is the policy that actually governs behavior, regardless of what the policy document says (Argyris & Schön, theory-in-use). Show the messy drafts, the failed prompts, the learning curve.
Earned Opinion Standard¶
Explicitly naming that strong opinions about AI require direct experience. The “fancy autocomplete” position, however intellectually elaborated, rests on armchair inference when held by people who haven't touched the technology. Modeling this standard publicly.
LEAD SYSTEM — ARCHITECTURE¶
Immersion Infrastructure¶
Organization-wide access to frontier tools, dedicated experimentation time (not “innovation Friday” theater), sandbox environments. If the system doesn't enable contact, the leader's modeling is performative.
Competence Visibility Systems¶
Mechanisms that make AI adoption visible without surveillance: team showcases, workflow-sharing platforms, “how I used AI this week” rituals. The system makes modeling contagious, not mandated.