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Perspectives on human judgment in AI

ADCO AI Labs

An editorial initiative exploring how people evaluate, verify and oversee AI-enabled work.

The initiative

Human judgment, examined closely

ADCO AI Labs is a space for original analysis of the decisions around AI. Its focus is the relationship between a task, the evidence available and the person responsible for judging the result. The aim is to make practical questions easier to examine and discuss.

The questions

Areas of inquiry

Evaluation: how instructions, reference material and reviewer judgment shape an assessment. Oversight: how people identify exceptions, use evidence and reach someone with decision authority. AI-enabled work: how an organization defines responsibilities as tasks become more automated.

These themes guide editorial analysis. Source-derived facts, interpretations and hypothetical examples should remain distinguishable, with the limits of the available evidence made clear.

Work with ADCO

Keep exploring the human work around AI.