SYSTEMIC ARCHITECTURE:Pioneering municipal regulatory regime governing algorithmic hiring opacity, establishing the global template for AI employment bias audits.
“Prohibits deployment of predictive hiring algorithms without an annual audit calculating selection rates and adverse impact ratios across race, ethnicity, and sex categories.”
Judicial Interpretation: Mandates strict compliance with the EEOC Four-Fifths (80%) Rule.
“Requires 10 business days advance written notice that an automated tool will assess the applicant, detailing the job qualifications and characteristics tested.”
Judicial Interpretation: Creates transparency rights enabling applicants to request alternative evaluation processes.
Real-World Impact & Dignity Ledger
Empirical Jurisprudence
Evaluated against the 3D Dignity Index (Formal Protection Δ, Material Access, Risk Redistribution). Tracks empirical implementation data and frontline community impact for this statutory regime.
