Research notes

Working notes on evidence of human capability

Short, plainly argued pieces on the question behind the 2027 study: what evidence do organizations trust when evaluating human capability in AI-enabled work? These notes set out our reasoning before the data exists, so it can be argued with.

Note 01
Skills-based hiring when a machine can produce the work sample
Skills-based hiring rests on the idea that demonstrated work is better evidence than a credential. That assumption needs re-examining now that the artifact and the ability have come apart.
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The 2027 Study

These notes are the argument. The study is the evidence.

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Working notes on evidence of human capability

Skills-based hiring when a machine can produce the work sample

These notes are the argument. The study is the evidence.