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Trends, analysis, and strategies for the modern rural economy.
On January 1, 2027, Minnesota’s Medical Assistance program begins requiring some adults to prove they work. The day before, the last federal recovery dollars from the American Rescue Plan Act expire, taking with them money that has carried a good…
Read NowThis article reads the same four incidents from the other chair. It sets out what is publicly known, separates fact from interpretation, and asks what a county, city, or school district already has in its contracts and procurement files that…
Read NowArtificial intelligence governance is increasingly expressed through policies, committees, principles, inventories, and risk classifications. Those structures matter. But when a public institution actually acquires and deploys an AI system, governance eventually has to become something much less abstract. It has…
Read NowSpotlight on Human Capital & Organizational Governance Payroll, benefits, training, incentives, recruitment, onboarding, accommodation, and retention typically constitute the single largest recurring expenditure an organization carries. They are also, with striking consistency, the least rigorously evidenced. Capital projects are appraised,…
Read NowFor the past several years, executives, commentators, and media panels have repeated the same exhausted narrative over and over again. Workers are supposedly less motivated. Younger generations are allegedly less resilient. Nobody wants to work anymore. New hires are described…
Read NowOrganizations across nearly every sector are accelerating AI adoption efforts under pressure to improve efficiency, reduce operational overhead, and remain competitive in markets increasingly shaped by automation. Yet many implementation strategies continue to focus disproportionately on the technical capability of…
Read NowThe conversation is dominated by visible artifacts: policy dashboards, layered control diagrams, labeled guardrails, and step-by-step execution flows that suggest a request is being rigorously evaluated before any action occurs. These representations create the impression of control because they resemble…
Read Now“AI strategy, in particular, depends on human integration at every level, from data quality to workflow redesign to user adoption“
Read NowAI is not just replacing work… It is removing the system that creates experienced employees!
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