Answer first
The intent map assigns a best page to each common reader question. It keeps ModelBreeder.com from scattering the same answer across many near-duplicate pages.
Reader intent matrix
| Intent | Best route | Supporting routes |
|---|---|---|
| “What is model breeding?” | Foundations: model breeding | Start here, FAQ |
| “Why use many small models?” | Positive side | Benefits, Five pillars |
| “How does the architecture work?” | Reference architecture | Lineage DAG, Fitness vectors |
| “How do I evaluate descendants?” | Fitness proof | Fitness scorecard, Metrics catalog |
| “How do I simulate the loop?” | Evolution dashboard | Population simulator, Ecology dashboard |
| “Where are the original reports?” | Research library | Source reports, Source preservation |
| “Who owns the site?” | Contact Michael Kappel | Editorial method, Site architecture |
Machine file
The generated form is @@MBTOKEN0@@. It is designed for public route discovery and internal review.
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