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THE HUMAN YIELD
SECTION 15
ISSUE 001
OBSERVEDpolicynowconfidence / high
Due Process for Algorithmic Management
Workers should know when AI sets schedules, evaluates performance, assigns risk, or recommends discipline. They need access to relevant evidence, a human appeal, and protection against retaliation for contesting errors, bringing procedural rights to the management layer where AI may be most consequential.
Why this idea is here
What the evidence establishes.
ILO identifies algorithmic management as a job-quality issue; the UN panel includes human rights, autonomy, and economic implications in its governance agenda.
Source ledger
Read the sources.
- S01Artificial Intelligence Adoption and Its Impact on Jobs
ILO research paper / published 2025-05-31 / retrieved 2026-07-09
- S02Preliminary Report of the Independent International Scientific Panel on AI
UN scientific report / published 2026-07-01 / retrieved 2026-07-09