Скачать или смотреть Budgets, grants, incentives—follow the trail. 🧾

Procurement choices influence outcomes. Where contracts reward deployment speed over evaluation, audits lag. Grants can jump-start pilots but end before longitudinal study. Stronger terms include: mandated independent testing; dataset provenance checks; publishable validation plans; sunset clauses; and community consultation milestones. Budget notes in several jurisdictions show shifting from exploratory pilots to governed frameworks with measurable objectives and redress. Clear incentives for accuracy, fairness, and contestability can align vendors and agencies with public interest. #GoodProcurement #responsibleai
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