Skip to content

Curation, Taste & AI-Generated Abundance

Expressive Command

What you will develop

Select and improve from hundreds of plausible AI outputs while preserving purpose, originality, and human preference.

Before you begin

Recorded prerequisites:

Study and practice

This is a study outline. A complete practice sequence is not yet available.

  • ranking
  • curation
  • novelty
  • coherence
  • slop detection
  • provenance
  • style convergence

Paired comparison & ranking

Reconstruct -> compare -> make -> critique -> revise -> defend.

Curation under abundance

Reconstruct -> compare -> make -> critique -> revise -> defend.

AI slop, convergence & provenance

Reconstruct -> compare -> make -> critique -> revise -> defend.

Specification and revision of generated artifacts

Reconstruct -> compare -> make -> critique -> revise -> defend.

Intended demonstration

100-output curation + blind ranking + revision spec

This describes the intended standard, not a validated assessment or a claim of mastery.

Reading options

Assigned readings, where available, appear in the practice sequence above. These additional recommendations are not all required reading.

Continue

Connections above reflect recorded prerequisites, not a compulsory calendar.

Integrated practice | Choose a study route

Record and evidence

Stable reference: DR12. Documentary availability is not learner mastery.

Editorial source record