AIMech
aimech
active curating x-mech-suite
AIMech extends the Mech curation workflow from biology to artificial intelligence. One record is one AI concept: a model, layer, training strategy, task, bias or the like. It holds two kinds. Imported records are a deterministic projection of the Artificial Intelligence Ontology (AIO), pinned to release 2026-07-22, and are all NOT_REVIEWED. Curated records cover concepts absent from AIO, under stable AIMech IDs with primary evidence, claim-specific citations and explicit AIO mappings, and are all DRAFT. Ontology membership is not taken as evidence of a model’s performance, safety or mechanism.
One record is
an artificial intelligence concept
1088 records as of 2026-10-13
Counted from data/*.yaml at b9b0669. Refreshed weekly.
Curation model
| Agent-curated | Yes. AI agents generate or maintain most of the content. |
|---|---|
| Human review | pull_request. Agent changes arrive as pull requests that a person reviews and merges. |
| Agents and tools | Claude Code, culturebotai-claw |
| Evidence policy | Curated concepts need inspected primary evidence, claim-specific citations, and an explicit AIO mapping or a documented no-match assessment. Scientific reviews are saved separately from records. |
| Validation in CI | schema corpus_reproduction |
| Append-only history | Yes |
| Record identifiers | The AIO CURIE for imported concepts. A stable, minted AIMech CURIE for curated concepts absent from AIO. Minted prefix: AIMech. |
Features
- ontology_grounding Entities bind to public ontology terms with labels.
- append_only_history Every change is an event in an append-only history directory.
- static_browser A static site lets a reader browse every record.
Grounding and sources
Ontologies and vocabularies: AIO BFO
| Source | Relation | What is taken |
|---|---|---|
| Artificial Intelligence Ontology | prov:hadPrimarySource | The 442 named AIO classes, from a pinned release snapshot. |
Products
| Product | Kind | Format | Description |
|---|---|---|---|
AI concept recordsaimech.records |
RecordCorpus | yaml | Imported AIO records under data/aio/ and curated records under data/curated/. |
AIMech LinkML schemaaimech.schema |
DataModelProduct | linkml
linkml mech_shared |
|
AIMech browseraimech.browser |
GraphicalInterface | html |
Relations to other Mechs
- follows_pattern_of dismech: Applies the Mech curation workflow outside biology.
Contacts
- CultureBotAI (Organization) CultureBotAI
- Marcin P. Joachimiak (Individual) ORCID 0000-0001-8175-045X mjoachimiak@lbl.gov realmarcin
Registry entry
Created 2026-10-13. Last modified 2026-10-13. Edit this entry on GitHub.
The count covers both record kinds: 442 imported from AIO and 646 curated, as of 2026-10-13. The fleet manifest’s record glob covers only the imported records.