Keep a stable purpose while you learn.
Institutions need to make decisions while AI systems, evidence, and professional practice continue to change. Anchored Adaptation connects a stable capability framework with small experiments and regular decisions.
- Anchor
- Commit to a stable framework that defines the AI capabilities you are developing.
- Do
- Try a bounded application in real work, with clear expectations and limits.
- Capture
- Record what happened, the evidence you have, and what remains uncertain.
- Iterate
- Set a date to decide whether to continue, revise, scale, or stop.
Understand the organizational conditions.
The related 3C Profile examines Clarity, Capacity, and Culture: how people understand expectations, what support they have, and how the working environment shapes their choices.
The 3C work is developing with Cynthia Hudson-Vitale. Findings need to be interpreted within the setting and population studied. A profile is a starting point for discussion and action; it is not an individual performance score or a certification.
Find the method and practice resources.
The method’s definition of record and public playbook are available through Anchored Adaptation. Organizational engagements are distinct from Leo’s university responsibilities.