Public Administration 2 <PC Exclusive>

Predictive models trained on historical data reproduce past injustices—over‑policing minority neighborhoods, under‑funding majority‑minority schools, flagging women’s health applications as “anomalous.” PA 2.0 must embed fairness constraints (demographic parity, equalized odds) as non‑negotiable design requirements, not post‑hoc fixes.

Work with legislatures to create time-bound, monitored waivers for specific rules (e.g., allowing predictive analytics in child welfare with independent oversight). public administration 2

Public Administration 2.0 (PA 2.0) can be defined as: Predictive models trained on historical data reproduce past

Blockchain or distributed ledger technology (DLT) can render procurement, land registries, and benefit disbursements immutable and auditable by any citizen. PA 2.0 uses DLT not for cryptocurrency speculation but for trust without intermediaries —reducing corruption and administrative discretion. under‑funding majority‑minority schools