
Applied AI
AI Agents Need a Job Description and Clear Boundaries
Practical lessons from production AI engineering on defining agent permissions, designing human review, and evaluating workflows before wider use.
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Insights
Perspectives from our team on emerging technologies, current discussions, and what they mean for research, organizations, and decisions.

Applied AI
Practical lessons from production AI engineering on defining agent permissions, designing human review, and evaluating workflows before wider use.
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Applied AI
A focused task, representative data, measurable quality, and clear human review help organizations decide when an AI pilot is ready for everyday work.
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Technology evaluation
The central issue is how these systems function in practice and whether faster access to information translates into better policing outcomes.
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Technology evaluation
As DFR continues to grow, empirical evidence will be essential for understanding where and how it delivers value.
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