Mandates human oversight in AI decision-making with evaluations of discriminatory consequences.
Analysis summaries, actor details, and coverage mappings were LLM-classified and may contain errors.
This document is a set of voluntary guidelines issued by a municipal government that uses aspirational language ('will strive to uphold') and lacks formal enforcement mechanisms or penalties for non-compliance.
The document has good coverage of approximately 6-8 subdomains, with strong focus on unfair discrimination (1.1), unequal performance across groups (1.3), privacy compromise (2.1), lack of transparency (7.4), and human oversight of AI decision-making. Coverage is concentrated in discrimination/toxicity, privacy, and AI system safety domains.
This is an internal municipal government policy that governs AI and data use across all City of Long Beach operations and services. The primary sector governed is Public Administration (excluding National Security), as this policy applies to city government operations, services, and technology deployments.
The document covers multiple lifecycle stages with primary focus on Deploy and Operate and Monitor stages. It addresses planning considerations through privacy by design principles, and emphasizes ongoing monitoring and human oversight of AI systems in operation.
The document explicitly mentions AI systems, algorithms, and machine learning. It addresses both algorithmic and AI technology broadly without distinguishing between frontier, general purpose, or task-specific AI. No compute thresholds or open-source models are mentioned.
City of Long Beach Technology & Innovation Department; Technology & Innovation Commission
The document was developed by the City's Technology & Innovation Department working closely with the resident-led Technology & Innovation Commission through focus groups, workshops, and surveys.
City of Long Beach Technology & Innovation Department
While no formal enforcement body is specified, the Technology & Innovation Department is responsible for providing technical guidance and working with departments to embed the guidelines.
Technology & Innovation Commission; Long Beach residents
The Technology & Innovation Commission and residents are positioned to monitor implementation through feedback channels and complaint mechanisms.
City of Long Beach departments; City vendors and partners
The guidelines apply to the City of Long Beach and its partners/vendors who deploy technology and collect data in providing city services.
6 subdomains (4 Good, 2 Minimal)