4 articles
Frameworks
Proprietary methodologies and protocols.
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CITC Methodology
highCodified In The City — the delivery methodology for transforming a founder's implicit knowledge into an AI-ready operating system.
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Evolution Protocol
highHow AI systems improve over time — session logging, quality feedback, the 3-strike rule, and quarterly reviews.
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The Human-Centric Sandwich
highThe AI-assisted writing system Aureum uses for its own content production — and demonstrates to clients. Four layers: human input → AI synthesis → AI refinement → human truth-telling. The AI does the structural work. The humans do the nuance. **This is the methodology that lets the Aureum content engine produce 45–55 pieces per month without burning out a two-person studio.**
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Three-Module Methodology
highExtract, Build, Eliminate — the proprietary pipeline from trapped genius to scalable intelligence.