Needs testing
Type: review · Status: current
Ideas that look promising but haven't been tested enough to confirm.
Extract, connect, review cycle
A three-phase pipeline: extract pulls insights from source material, connect finds relationships to existing notes (the backward pass — updating older notes to reference newer ones), review checks quality. The connect phase seems to be where most value is created. Likely needs tweaking. This cycle is a primitive version of the aspirational learning loop — the boiling cauldron's extract/relink/synthesise mutations run manually through these three phases.
Input classification before processing
External sources (papers, articles, blog posts) may need different treatment than domain research or design explorations. Classifying input type before processing could prevent applying the wrong extraction strategy.
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