AI RESEARCH
Making AI Evaluation Deployment Relevant Through Context Specification
arXiv CS.AI
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ArXi:2603.06811v1 Announce Type: new With many organizations struggling to gain value from AI deployments, pressure to evaluate AI in an informed manner has intensified. Status quo AI evaluation approaches mask the operational realities that ultimately determine deployment success, making it difficult for decision makers outside the stack to know whether and how AI tools will deliver durable value. We