Authority before autonomy
Why the hardest AI design problem is not reasoning—it is permission, reversibility and ownership.
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Field Notes
Ideas should survive contact with operations.
Substantive practitioner essays on authority, evidence and evaluation—written to be challenged, cited and improved.
The evidence deficit
Why polished model output becomes operationally dangerous when provenance and acceptance boundaries disappear.
Read the full field noteEvaluation is a business specification
Why aggregate accuracy cannot substitute for failure classes, affected parties and decision consequences.
Read the full field noteThese are practitioner positions—not peer-reviewed research.
Morifar will label external review, datasets, experiments and independent replication only when they exist. Until then, Field Notes document our current reasoning and invite challenge.