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Trends, analysis, and strategies for the modern rural economy.

Agentic Commerce June 1, 2025

The Evidentiary Burden: Policy Currency, Attestation, and the Distance Between Compliance and Its Demonstration

Organizations assess their employment compliance posture by asking whether their policies are current. It is the wrong question,…

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AI Governance & Digital Risk May 27, 2025

The Policy Is the Exhibit: Generative Artificial Intelligence in Human Resources Documentation and Advice

Where the exposure actually sits Most attention to artificial intelligence in human resources has concentrated on selection: who…

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Agentic Commerce May 23, 2025

Four Numbers and No Counterfactual: Reading the Artificial Intelligence Case Study in Human Resources

The artificial intelligence case study in human resources has settled into a stable form. The genre The artificial…

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Agentic Commerce May 22, 2025

Accused by Perplexity: AI Detection as an Unvalidated Automated Decision System in Graduate Education

The advice everyone is giving is wrong about the mechanism The standard counsel to graduate students on artificial…

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Agentic Commerce May 21, 2025

The Development Exception: Internal Mobility Platforms and the Perimeter of Employment AI Governance

The boundary no statute draws Institutional AI governance in employment has converged, with notable consistency, on a boundary…

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Agentic Commerce May 19, 2025

Promotion by Inference: Internal Mobility Systems, Performance Data, and the Accommodation They Interrupt

What the system is An artificial intelligence internal mobility platform is described as a talent activation tool. It…

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Agentic Commerce May 18, 2025

Skills, Not Keywords: Inference, Auditability, and the Claims Employers Should Not Make

The proposition The most substantive claim currently made for artificial intelligence in recruitment is that it permits hiring…

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Agentic Commerce May 2, 2025

The Overhead Was the Accountability: Artificial Intelligence, Human Resources, and Mission-Driven Organizations

Enterprise human resources technology has become available to organizations that could never previously have afforded it. The governance…

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AI Governance & Digital Risk April 24, 2025

Adaptation Requires Detection: The Governance Problem in Personalized Workplace Accessibility

What the proposition assumes The case for adaptive accessibility is straightforward and appealing. Rather than building one interface…

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