AIEH Tests
Each AIEH test family ships with a free 5-question sample (no account, no email) and a full assessment that produces a calibrated 300–850 score on your Skills Passport.
Currently available
10 test families are live today. More are launching as our content team adds families.
AI Collab Literacy (ACL) — Free Sample
A 5-scenario sample of the AI Collaboration Literacy family — prompt-to-spec translation, eval design, model-handoff communication, and judgment under model uncertainty. Items are originally authored by AIEH editorial; they're not drawn from a copyrighted bank. For a verified Skills Passport credential, take the full ACL assessment.
Take the AI Collab Literacy (ACL) sample →AI Output Evaluation (AOE) — Free Sample
A 5-scenario sample of the AI Output Evaluation family — applying rubrics to specific model outputs, distinguishing surface-correct from substance-correct, identifying hallucination, recognizing grounded vs fabricated content, and judging when output quality is shippable. Items are originally authored by AIEH editorial; they're not drawn from a copyrighted bank. For a verified Skills Passport credential, take the full AOE assessment.
Take the AI Output Evaluation (AOE) sample →AI-Augmented SQL — Free Sample
A 5-scenario sample of the AI-Augmented SQL family — recognizing AI-generated SQL pitfalls, knowing when to author queries directly vs lean on AI assistance, validating output against schema-specific edge cases, and combining SQL fluency with model-collaboration judgment. Items are originally authored by AIEH editorial; they're not drawn from a copyrighted bank. For a verified Skills Passport credential, take the full AI-Augmented SQL assessment.
Take the AI-Augmented SQL sample →Big Five Personality — Free Sample
A 5-question directional indicator of your Big Five personality traits. Items adapted from the Mini-IPIP (Donnellan et al., 2006, public domain). For a verified Skills Passport credential, take the full 120-item IPIP-NEO assessment.
Take the Big Five Personality sample →Cognitive Reasoning — Free Sample
A 5-item sample of the Cognitive Reasoning family — pattern recognition, sequence completion, verbal analogy, deductive logic, and abstract reasoning. Items are originally authored or adapted from public-domain reasoning-test traditions (Spearman 1904; Cattell-Horn-Carroll fluid-intelligence framework). Cognitive ability tests show large demographic group differences and substantial validity for job performance — see the Data Notice below for limits. For a verified Skills Passport credential, take the full Cognitive Reasoning assessment.
Take the Cognitive Reasoning sample →Communication — Free Sample
A 5-scenario sample covering written clarity, audience adaptation, structured argument, brevity, and feedback delivery. Items present brief workplace scenarios with response options on a graduated quality scale (best to worst). Scenarios are originally authored by AIEH editorial; they're not drawn from a copyrighted bank. For a verified Skills Passport credential, take the full 40-scenario assessment.
Take the Communication sample →Data Analysis — Free Sample
A 5-scenario sample of the Data Analysis family — hypothesis-testing judgment, A/B test interpretation, confounding-variable recognition, visualization choice, and dashboard interpretation. Items measure analytical judgment over computation; the construct probes how candidates reason about data rather than which tool they use to manipulate it. Items are originally authored by AIEH editorial; they're not drawn from a copyrighted bank. For a verified Skills Passport credential, take the full Data Analysis assessment.
Take the Data Analysis sample →JavaScript Fundamentals — Free Sample
A 5-question sample covering JavaScript language semantics — variable declaration scoping (var vs let/const), closures over loop variables, async/await behavior, this binding in arrow vs regular functions, and the spread/rest operator. Items focus on conceptual understanding rather than code-tracing — that's reserved for the full 50-question assessment. For a verified Skills Passport credential, take the full assessment.
Take the JavaScript Fundamentals sample →Python Fundamentals — Free Sample
A 5-question sample covering Python data structures, function semantics, list comprehension syntax, language guarantees, and generators. Items focus on conceptual understanding rather than code-tracing — that's reserved for the full 50-question assessment. For a verified Skills Passport credential, take the full assessment.
Take the Python Fundamentals sample →Situational Judgment — Free Sample
A 5-scenario sample of the Situational Judgment family — workplace-judgment scenarios drawn from the situational judgment test (SJT) tradition (McDaniel et al 2001, Whetzel & McDaniel 2009). SJTs measure context-specific judgment with corrected validity around 0.34 across selection-research literature. Items are originally authored by AIEH editorial; they're not drawn from a copyrighted bank. For a verified Skills Passport credential, take the full SJT assessment.
Take the Situational Judgment sample →Launch families on the roadmap
The 10 launch families AIEH is building toward, in approximate priority order:
- Big Five Personality — extraversion, agreeableness, conscientiousness, neuroticism, openness; IPIP-NEO public-domain item bank.
- Python Fundamentals — syntax, data structures, idiom, debugging, testing.
- ACL — AI Collaboration Literacy — prompt-to-spec translation, eval design, model handoff, error-state recovery.
- AOE — AI Output Evaluation — judging model outputs for correctness, hallucination, calibration, and fitness-for-purpose.
- AI-Augmented SQL — query design, schema reasoning, performance, AI-assisted authorship of complex joins.
- Cognitive reasoning — pattern recognition, deductive and inductive logic, working memory.
- Communication — written clarity, audience adaptation, structured argument, brevity.
- Situational judgment — workplace decision-making across role-realistic scenarios.
- JavaScript — language features, async patterns, DOM, modern tooling.
- Data analysis — descriptive statistics, distributions, hypothesis tests, common pitfalls.
Are you a publisher of one of these (or an adjacent) families and want to be a launch partner? See the Assess page for adapter SDK details.