THE HUMAN YIELD
SECTION 15
ISSUE 001
AI Literacy as Core Curriculum
Projection: Schools and employers will teach delegation, verification, privacy, model economics, and the judgment to refuse automation as foundational competence. Broad AI use creates the need but does not establish a curriculum. Programs should measure whether learners can safely choose, supervise, challenge, and decline systems in realistic tasks.
Why this idea is here
What the evidence establishes.
The cited captures document enterprise AI and scientific-workbench adoption. They do not establish AI Literacy as Core Curriculum as a deployed mechanism. The adoption test is whether schools and workplaces measure delegation, verification, privacy, economics, and refusal competence.
Source ledger
Read the sources.
- S01Economy | The 2026 AI Index Report
academic index / dated 2026-04 / retrieved 2026-07-10
- S02PwC is deploying Claude to reinvent enterprise functions
company partnership / published 2026-05-14 / retrieved 2026-07-09
- S03The next phase of enterprise AI
company disclosure / published 2026-04-08 / retrieved 2026-07-09
- S04Claude Science, an AI workbench for scientists
company announcement / published 2026-06-30 / retrieved 2026-07-09