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AI Interfaces

Synthetic User Cohort

A persona-based evaluation view for comparing AI workflow success across simulated user behaviors.

syntheticpersonasevaluation

Installation

Copy and paste the code into your project.

Accessibility notes

Each cohort exposes exact case counts and pass rates, with the largest gap summarized in text.

Synthetic evaluation

User cohorts

155 scenarios
  • Power user

    48 cases

    94%
  • First-time visitor

    72 cases

    86%
  • Ambiguous requester

    35 cases

    69%

Ambiguous requesters are 18 points below the cohort average.

Preview accent

TypeScript
const personas = [{ name: "Power user", cases: 48, pass: 94 }, { name: "First-time visitor", cases: 72, pass: 86 }, { name: "Ambiguous requester", cases: 35, pass: 69 }]; export function SyntheticUserCohort() { return <ul>{personas.map((persona) => <li key={persona.name}>{persona.name}: {persona.pass}% across {persona.cases} cases</li>)}</ul>; }
Usage
<SyntheticUserCohort />

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Evaluation history

Regression timeline

−5 pts vs baseline
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  2. 92
    v22
  3. 81
    v23
  4. 89
    v24

Regression begins at v23

Correlated with the retriever change; 13 failing cases remain.

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