Learning · field research
Physical-First Intelligence
A field research proposal grounded in intent, place and embodied effort.
How can a system help someone understand their effort and decide what to try next?
Begin with the learner.
Learning begins with the learner’s intent, embodied effort and changing understanding. This field paper proposes a research direction across childhood, formal study, practice and self-directed learning.
Return a useful Perspective.
Selected evidence of effort can support interpretation, with a role-appropriate return to the learner and the people supporting them. The research asks how that relationship can help understanding develop through practice.
Learning field paper · Version 1.1 · August 2026