A+CAI + Creative Growth LabHuman Systems Lab / Richard Leclezio
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03

RESEARCH SERIES / Relevance

Above the Task

The new architecture of professional relevance

THE THESIS

Professional value moves above the task into framing, context, judgment, connection and ownership of consequence.

THE CHARTER

The Charter of Human Relevance

Use AI to raise the level of human contribution, not merely the volume of output.

DUTIES
  • Frame before prompting
  • Preserve learning through automation
  • Own the consequence
RED LINES
  • No delegation of accountability disguised as efficiency
  • No removal of the practice path
  • No polished answer without problem framing
EXECUTIVE TESTDid AI raise the altitude of the person, or only increase the amount produced?
PRESSURE-TEST

Put this charter beside another and expose the governance gap.

Compare Charters →Finish this session ↗