# ModelBreeder.com v2.7.0 positive exploration hub implementation notes

This release applies the positive exploration directive from the newly supplied source library. The public site remains a plain PHP, file-backed, no-database research and teaching site. The update strengthens the homepage, Start Here, Foundations, Benefits, Architecture, Evolution Lab, Theory, Blueprints, Tools, Reference, and Fitness Proof sections without converting the site into a warning, doom, or cautionary publication.

## Source mapping

The new source set was mapped as follows:

| Source report | Site application |
|---|---|
| ModelBreeder v2.7.0 positive exploration directive | Global tone, homepage structure, required routes, positive framing, and report preservation rules. |
| ModelBreeder Architecture and Projects | Browser CNN visualizer, TensorFlow.js/Three.js inspiration, evolutionary merging references, project directory, and cross-domain applications. |
| Modelbreeder Architecture and Resources Part 2 | Five pillars, adaptive ecology terminology, evolutionary loop, control plane, and release evidence objects. |
| ModelBreeder Architecture and Resources | Architecture objects, browser-native labs, artificial-life inspiration, and applied blueprint taxonomy. |
| Exploring Ecology Dashboard Architecture | Evolution dashboard, population simulator, lineage viewer, artificial-life learning pages, and browser-local visualization language. |
| Model Breeder Architecture Deep Dive | Evolutionary model merging, Mergenetic/MERGE3 synthesis, merging operators, and multidisciplinary positive analogies. |
| ModelBreeder Architecture Exploration | Local-first runtime, TinyRustLM tie-in, tiny-model/adapters, and practical model-breeding glossary expansion. |

## Public content posture

ModelBreeder.com is positioned as the constructive field guide for adaptive model ecologies. The canonical definition used by v2.7.0 is:

> Model breeding is the disciplined creation, comparison, and reuse of model descendants so capability can compound through useful specialists, trusted evidence, local execution, and human-guided evolution.

Fitness proof, lineage, evaluation, release evidence, no-op, and retirement are presented as confidence-building engineering practices. Extended warning, pathology, misuse, and discouraging framing are kept out of the main learning path and routed to Cognivirus.com when needed.

## Package contract

The v2.7.0 package remains root-extractable and plain PHP. It contains no WordPress artifacts, no public wrapper folder, no database requirement, no analytics, no tracker, and no third-party JavaScript. All newly supplied reports are preserved under `/docs` and indexed in `docs/manifest.json`.