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AI governance

2 articles tagged AI governance. Browse all insights.

Jun 12, 202611 min read

Human-in-the-Loop AI Implementation: How Do You Design Oversight That Actually Works?

Human-in-the-loop AI implementation comes down to five steps: map decisions, match oversight to risk and reversibility, design a control point with real authority, measure intervention quality, and assign ownership. Without metrics, the human in the loop becomes a rubber stamp.

Human-in-the-loop

AI implementation

Automation bias

Human oversight

Jun 9, 202610 min read

Human-in-the-Loop AI: What "A Human in the Loop" Actually Means — and Why It Isn't Enough on Its Own

"Don't worry, we keep a human in the loop" reassures the board — but the data says it guarantees nothing. Here's what HITL really is, why it's coordination (not collaboration), and how to design oversight that actually lowers risk.

Human-in-the-loop

Automation bias

Human oversight