Workflow purpose
New reports can be long, speculative, duplicated, or mixed. The content expansion workflow extracts useful constructive material and distributes it into the right places: public guides, source reports, .uai current memory, changelog, and next actions.
Workflow
| Stage | Output |
|---|---|
| Preserve | Report copied to /docs. |
| Extract | Positive themes and technical patterns identified. |
| Route | Themes mapped to Benefits, Theory, Architecture, Lab, or Operations. |
| Promote | Accepted claims moved into curated pages and .uai. |
| Validate | Build, links, manifests, and smoke tests pass. |
FUNCTION expand_content_from_reports(reports)
preserved = preserve_reports(reports)
themes = extract_positive_constructive_themes(preserved)
pages = generate_curated_pages(themes)
memory = update_active_uai_memory(themes)
validation = run_full_build()
RETURN release_candidate(pages, memory, validation)
END FUNCTIONPositive outcome
The site grows deliberately. It becomes broader without becoming noisy.
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.
Core synthesisThe Four Fs of AI: Code Breeding, Model Breeding, and the Teleodynamic Convergence of Mutable Small-Model EcologiesConceptual synthesis · 80.5 KB
Positive mutualism and governanceMutualist Persistence — Uploaded EditionGovernance synthesis · 15.7 KB
Browser and edge runtimeOn-Device Tiny Language Models and Model Breeding StrategiesEmerging implementation practice · 33.9 KB