2Prune Research
Better questions about how people work with AI.
Research notes and practical frameworks for assessing AI fluency, strengthening workforce readiness, and managing AI implementation risk.
Latest research
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Our research desk is preparing its first notes.
Soon, this archive will cover applied AI fluency, evidence-led assessment design, and realistic workplace simulations.
Our editorial lens
From abstract capability to observable work.
We examine what AI-enabled work looks like in context: how people frame tasks, navigate evidence, orchestrate AI, verify outputs, exercise judgment, and deliver useful results.