Answer first
The entity map keeps ModelBreeder terms consistent across human pages, search snippets, answer cards, generative summaries, and source reports. It tells readers which page owns each concept.
Canonical entities
| Entity | Short definition | Canonical route |
|---|---|---|
| Model breeding | Disciplined creation, comparison, and reuse of model descendants. | What model breeding means |
| Model ecology | A population of specialists, adapters, routers, evaluators, and lineage records. | Small-model ecologies |
| Descendant | A model artifact or serving component derived from known parents. | Descendant contract |
| Genome | Machine-readable model lineage and operator description. | Schema reference |
| FitnessVector | Multi-objective evidence about usefulness, cost, privacy, novelty, and maintainability. | Fitness vectors |
| Lineage DAG | Directed graph of parents, operators, hashes, scores, and releases. | Lineage DAG |
| Release packet | Evidence bundle that explains why a descendant is ready for use. | Release packet builder |
| No-op decision | Choosing not to modify the population because change does not repay cost. | Core loop |
| Apex Multi Model | Highest-value governed population of useful specialists and descendants. | Apex Multi Model |
| Local-first runtime | Browser, edge, or organization-controlled execution environment. | Browser-local breeding workbench |
Machine file
The generated machine-readable form is @@MBTOKEN0@@. It is public discovery metadata, not a replacement for these guides.
Source reports used for this guide
These reports are preserved verbatim in the site archive. The guide above is an editorial synthesis and may narrow, qualify, or reorganize claims from the source material.
Implementation directivesModelBreeder v2.7.0 Positive Exploration DirectiveCurrent operating directive · 35.8 KB
Architecture and project resourcesModelBreeder Architecture and ProjectsSource report · 53.0 KB
Architecture and project resourcesModelBreeder Architecture and ResourcesSource report · 50.9 KB
Architecture and project resourcesModelBreeder Architecture and Resources Part 2Source report · 33.5 KB
Evolution lab and dashboardsExploring Ecology Dashboard ArchitectureSource report · 64.7 KB
Architecture and model mergingModel Breeder Architecture Deep DiveSource report · 76.7 KB
Architecture and runtime explorationModelBreeder Architecture ExplorationSource report · 48.9 KB
Site publication evidenceSite publication evidenceApplied implementation evidence · 1.8 KB