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Evaluation

Measuring whether an AI system does the right thing: golden sets, structural checks, LLM-as-judge, and regression suites.

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  1. 2026

  2. noteIn vivo, not in vitro

    An open question: can intelligence be measured anywhere but in performance? My hunch is that it shows only when an agent acts.

    IntelligenceLanguageLinguisticsSemioticsEvaluationAgentsLegibility

  3. articleThe Behavioural Turn in Software Engineering

    Moving from assembly to C changed what we read. Coding agents change whether we read. What psychology learned about black boxes, and what it got wrong.

    AI-assisted engineeringAbstractionEvaluationPsychologyNeuroscienceTrustObservability

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