{"datasets/eu-ai-act":{"title":"EU AI Act requirements dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Regulation (EU) 2024/1689 (EU Artificial Intelligence Act) encoded as a taxonomy with one requirement row per article."},"datasets/ffiec-it-handbook":{"title":"FFIEC IT Handbook dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"FFIEC Information Technology Examination Handbook encoded as a taxonomy with group rows per booklet and documentation rows per section."},"datasets/finos-aigf":{"title":"FINOS AI Governance Framework dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Risk register, mitigation catalogue and use-case library of the FINOS AI Governance Framework, encoded as ai-atlas-nexus knowledge_graph YAML."},"datasets/iso-42001":{"title":"ISO/IEC 42001 controls dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"ISO/IEC 42001 (AI management systems) Annex A controls encoded as a risk-control-group taxonomy."},"datasets/knowledge-graph-export":{"title":"Knowledge-graph export (YAML + Cypher)","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Export of the AI risk knowledge graph - as ontology YAML (upstream ai-atlas-nexus data plus BYOD files) and as Cypher for Neo4j import (packaged data only)."},"datasets/nist-ai-600-1":{"title":"NIST AI 600-1 GenAI profile dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"NIST AI 600-1 (Generative AI Profile of the AI Risk Management Framework) encoded as a risk taxonomy."},"datasets/nist-ai-rmf-crosswalks":{"title":"NIST AI RMF crosswalks","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"CSV crosswalks mapping NIST AI RMF risks to the FINOS AIGF, the IBM Risk Atlas, and a demo institutional (acme) risk taxonomy."},"datasets/nist-sp-800-53-r5":{"title":"NIST SP 800-53 r5 controls dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"NIST Special Publication 800-53 revision 5 security and privacy controls encoded as a risk-control-group taxonomy."},"datasets/owasp-llm-top-10":{"title":"OWASP Top 10 for LLM Applications dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"OWASP Top 10 for Large Language Model Applications encoded as a risk taxonomy."},"datasets/owasp-ml-top-10":{"title":"OWASP ML Security Top 10 dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"OWASP Machine Learning Security Top 10 encoded as a risk taxonomy."},"datasets/record-store":{"title":"DuckDB record store","type":"Dataset","genre":"reference","label":"checked by automation only, still a draft","tone":"automation","definition":"The packaged and bring-your-own records loaded through linkml-store into DuckDB, one collection per concrete class, which the API's class listings read once built, with a trigram search index and YAML dumps."},"datasets/sr-11-7":{"title":"SR 11-7 model risk management dataset","type":"Dataset","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Federal Reserve SR 11-7 supervisory guidance on model risk management encoded as a risk taxonomy."},"explanations/what-ai-linkmo-adds":{"title":"What AI-LinkMO adds to AI Atlas Nexus","type":"Explanation","genre":"explanation","label":"checked by automation only, still a draft","tone":"automation","definition":"AI-LinkMO is a workshop built on IBM AI Atlas Nexus. It adds doors, encodings and checks but no ontology of its own, and its governance records carry no provenance yet."},"explanations/why-linked-ai-governance":{"title":"Why linked AI governance","type":"Explanation","genre":"explanation","label":"checked by automation only","tone":"automation","definition":"Why AI-LinkMO keeps AI governance as one catalogue of linked data behind four doors (the CLI, the API, the web UI and the graph database): the problems of governance kept in PDFs and spreadsheets, and why one shared ontology makes the traceability auditable."},"glossary/byod":{"title":"Bring Your Own Data","type":"Glossary term","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Your internal policies encoded in the same schema, queryable alongside the open data."},"glossary/control-action":{"title":"Control / Action","type":"Glossary term","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Something you do or deploy to detect or mitigate a risk."},"glossary/crosswalk":{"title":"Crosswalk","type":"Glossary term","genre":"reference","label":"checked by automation only","tone":"automation","definition":"A machine-generated mapping of equivalent concepts between frameworks."},"glossary/evaluation":{"title":"Evaluation","type":"Glossary term","genre":"reference","label":"checked by automation only, still a draft","tone":"automation","definition":"A benchmark or test that measures a risk or a capability, linked to the datasets and tasks it uses."},"glossary/incident":{"title":"Incident","type":"Glossary term","genre":"reference","label":"checked by automation only, still a draft","tone":"automation","definition":"A realised risk, something that happened, linked back to the risks it demonstrates."},"glossary/obligation":{"title":"Obligation","type":"Glossary term","genre":"reference","label":"checked by automation only","tone":"automation","definition":"A requirement a framework imposes, with evidence categories describing how you prove it."},"glossary/risk":{"title":"Risk","type":"Glossary term","genre":"reference","label":"checked by automation only","tone":"automation","definition":"A named, identified harm - for example `atlas-toxic-output` or `nist-confabulation`."},"glossary/taxonomy":{"title":"Taxonomy","type":"Glossary term","genre":"reference","label":"checked by automation only","tone":"automation","definition":"A framework's catalogue of risks and controls, for example NIST AI RMF or the FINOS AI Governance Framework."},"org/finos":{"title":"FINOS","type":"Organization","genre":"reference","label":"checked by automation only","tone":"automation","definition":"The Fintech Open Source Foundation - publisher of the AI Governance Framework and the curated framework datasets this repository ships as BYOD files."},"org/ibm":{"title":"IBM","type":"Organization","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Publisher of the ai-atlas-nexus project and its AI Risk Ontology, the LinkML schema and upstream dataset AI-LinkMO builds on."},"org/noel-mcloughlin":{"title":"Noel McLoughlin","type":"Person","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Author and maintainer of AI-LinkMO."},"playbooks/bring-your-own-data":{"title":"Bring your own data (BYOD)","type":"Playbook","genre":"how-to","label":"checked by automation only","tone":"automation","definition":"How to add institutional governance data: schema-compliant YAML dropped into byo/data/ is picked up by the CLI, API and web UI with --byod, and by the YAML graph export, the store and the browse UI; the Cypher export refuses --byod."},"playbooks/install-and-run":{"title":"Install and run AI-LinkMO","type":"Playbook","genre":"how-to","label":"checked by automation only","tone":"automation","definition":"How to install AI-LinkMO and start its four doors (the CLI, the FastAPI backend, the Svelte web UI and the Neo4j graph database), then build the store, search it, browse it in Datasette and run the tests."},"playbooks/knowledge-sources":{"title":"Knowledge sources map","type":"Playbook","genre":"reference","label":"checked by automation only","tone":"automation","definition":"The librarian's scrape map: every repository location and external URL this bundle derives concepts from, and how to re-verify each on a refresh run."},"references/ai-risk-ontology":{"title":"AI Risk Ontology (ai-atlas-nexus)","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"IBM's AI Risk Ontology from the ai-atlas-nexus project: the LinkML schema that joins an AI risk view (taxonomies, risks, actions) and an AI model view (AI systems, models, evaluations), and that all AI-LinkMO data, endpoints and CLI parameters align to."},"references/eu-ai-act":{"title":"EU Artificial Intelligence Act","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Regulation (EU) 2024/1689 laying down harmonised rules on artificial intelligence, indexed by article via the AI Act Explorer."},"references/ffiec-it-handbook":{"title":"FFIEC IT Examination Handbook","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"The Federal Financial Institutions Examination Council's Information Technology Examination Handbook."},"references/finos-aigf":{"title":"FINOS AI Governance Framework","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"The FINOS AI Governance Framework: risk register, mitigation catalogue and use-case library for AI in financial services."},"references/iso-42001":{"title":"ISO/IEC 42001","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"ISO/IEC 42001 - Artificial intelligence management system standard (Annex A controls)."},"references/nist-ai-600-1":{"title":"NIST AI 600-1 (Generative AI Profile)","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"NIST AI 600-1, the Generative Artificial Intelligence Profile companion to the NIST AI Risk Management Framework."},"references/nist-ai-rmf":{"title":"NIST AI Risk Management Framework","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"NIST AI RMF (AI 100-1) - the risk-management framework whose GOVERN/MAP/MEASURE/MANAGE actions anchor the repository's crosswalks."},"references/nist-sp-800-53-r5":{"title":"NIST SP 800-53 Revision 5","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"NIST Special Publication 800-53 rev. 5 - Security and Privacy Controls for Information Systems and Organizations."},"references/owasp-llm-top-10":{"title":"OWASP Top 10 for LLM Applications","type":"Reference","genre":"reference","label":"checked by automation only","tone":"automation","definition":"The OWASP Top 10 security risks for Large Language Model applications, published by the OWASP GenAI Security Project."},"references/owasp-ml-top-10":{"title":"OWASP ML Security Top 10","type":"Reference","genre":"reference","label":"checked by automation only, still a draft","tone":"automation","definition":"The OWASP Machine Learning Security Top 10 risks."},"references/sr-11-7":{"title":"SR 11-7: Guidance on Model Risk Management","type":"Reference","genre":"reference","label":"checked by automation only, still a draft","tone":"automation","definition":"Federal Reserve supervisory letter SR 11-7 on model risk management, superseded by SR 26-2 on 2026-04-17."},"services/cli":{"title":"AI-LinkMO CLI","type":"Service","genre":"reference","label":"checked by automation only","tone":"automation","definition":"The command-line tool (`./ai`) for querying AI governance data such as risks, taxonomies, controls, models, evaluations and crosswalks. The linkmo project generates it, with one command per class its exposure file names and one option per slot of that class in the LinkML schema."},"services/datasette-browse":{"title":"Datasette browse UI","type":"Service","genre":"reference","label":"checked by automation only, still a draft","tone":"automation","definition":"Datasette over SQLite databases built from the schema's gen-sqltables tables, one of the packaged data and one with the bring-your-own data added, served on port 8001 with schema-derived descriptions, facets, search and JSON and CSV exports."},"services/fastapi-backend":{"title":"FastAPI Backend","type":"Service","genre":"reference","label":"checked by automation only","tone":"automation","definition":"The REST API serving AI governance data to the CLI, the web UI and external GRC tooling. The linkmo project in `ai-risk-ontology-linkmo/` generates its endpoints from the exposure file and the LinkML schema, and its contract is the server's `/openapi.json`."},"services/graph-db":{"title":"Neo4j Graph Database","type":"Service","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Graph-database access pattern - the exported knowledge graph is loaded into Neo4j via Cypher for relationship analysis and regulatory crosswalks."},"services/web-ui":{"title":"Svelte Web UI","type":"Service","genre":"reference","label":"checked by automation only","tone":"automation","definition":"Vite + Svelte 5 single-page application for exploring AI governance data through the FastAPI backend, aimed at non-technical stakeholders."}}