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Plenware

Insights

AI research and perspectives

Considered points of view on how AI should be designed, governed, and applied in organizations.

Agentic AI3 min read

When to use AI agents, and when a workflow is enough

Agents are powerful but not always the right tool. A practical way to decide between deterministic workflows, AI assisted steps, and autonomous agents.

Recruitment Technology2 min read

Designing human oversight into AI assisted recruitment

AI can make recruitment faster and more consistent, but only if it is designed to support decisions rather than make them. Principles for responsible recruitment systems.

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