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THE HUMAN YIELD
SECTION 15
ISSUE 001
PROJECTIONpolicy1-3yconfidence / high
Assess the Process, Not Prose
Projection: assessment will move upstream from polished prose to the trail of judgment behind it—research logs, source choices, revisions, oral defense, and reflection. That process makes permitted AI use legible without relying on brittle detection, and rewards the decisions a finished answer otherwise conceals.
Why this idea is here
What the evidence establishes.
OECD reviews assessment redesign under generative AI; NIST finds synthetic-content detection and provenance each have limits requiring layered approaches.
Source ledger
Read the sources.
- S01OECD Digital Education Outlook 2026
OECD report / dated 2026 / retrieved 2026-07-09
- S02Reducing Risks Posed by Synthetic Content
NIST technical report / dated 2024 / retrieved 2026-07-09