Answer first
The local AI reports are treated as source evidence, not as pages to copy. They are preserved under /docs, registered in docs/manifest.json, routed through .uai/long-term-memory.uai, and synthesized into public guides about practical local AI innovation.
Source-to-site map
| Source theme | Public site expansion |
|---|---|
| Privacy and IP constraints | Privacy-Driven Invention and Privacy-First Local Model Stack. |
| Cognitive liberty | Cognitive Liberty and Local Models. |
| Regulation and sovereignty | Regulation as a Local AI Market Builder. |
| Open-weight and hardware maturity | Sovereign Local Model Patterns. |
| Hybrid routing | Local AI Hybrid Router. |
| Adoption and audience growth | Expanding the Local AI Audience. |
Editorial stance
The reports contain strong claims and many high-friction examples. ModelBreeder.com uses the constructive side: local AI makes adoption possible for more people, more professions, more organizations, and more public-good workflows. Risk-focused analysis belongs on Cognivirus.com; ModelBreeder.com focuses on constructive model ecology, capability compounding, and beneficial applications.
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.