Domains
The benchmark covers 22 educational domains across three categories.
STEM Domains
| Domain | Description |
|---|---|
| Calculus | Largest domain (325 concepts). Derivatives, integrals, limits, series. |
| Biology | Cell biology, genetics, ecology, evolution. |
| Genetics | Mendelian genetics, molecular genetics, genomics. |
| Bioinformatics | Sequence analysis, structural biology, computational methods. |
| Statistics | Probability, distributions, hypothesis testing, regression. |
| Quantum Computing | Qubits, gates, algorithms, error correction. |
| Circuits | Electronic components, circuit analysis, digital logic. |
| Geometry | Euclidean geometry, proofs, transformations, measurement. |
| Ecology | Ecosystems, populations, biodiversity, conservation. |
| Moss | Bryophyte biology, morphology, reproduction, ecology. |
Professional Domains
| Domain | Description |
|---|---|
| Economics | Micro/macroeconomics, markets, policy. |
| Organizational Analytics | Data-driven decision making in organizations. |
| Healthcare Data | Clinical data modeling, standards, interoperability. |
| Conversational AI | Chatbot design, NLU, dialog management. |
| Automating Instructional Design | AI-assisted curriculum and course creation. |
| Blockchain | Distributed ledgers, consensus, smart contracts. |
| Claude Skills | Building and using Claude Code skills. |
Foundational Domains
| Domain | Description |
|---|---|
| Systems Thinking | Feedback loops, emergence, system dynamics. |
| Theory of Knowledge | Epistemology, ways of knowing, areas of knowledge. |
| Digital Citizenship | Online safety, digital literacy, responsible use. |
| Prompt Engineering | LLM prompting techniques and strategies. |
| Tracking AI | Monitoring AI developments and trends. |
| US Geography | States, regions, physical and human geography. |
| ASL | American Sign Language vocabulary and grammar. |