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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.

  1. S01
    OECD Digital Education Outlook 2026

    OECD report / dated 2026 / retrieved 2026-07-09

  2. S02
    Reducing Risks Posed by Synthetic Content

    NIST technical report / dated 2024 / retrieved 2026-07-09

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