Hermetic Fourfold Alchemical AI Model

Also: Hermetic Fourfold Alchemical AI Model — 4-Stage Agent Architecture

Hermetic Fourfold Alchemical AI Model — four-stage AI agent architecture mapped to alchemical transformation. Nigredo (Blackening): Input fracturing, raw data parsing, token analysis, sentiment parsing, contextual entropy rating. Albedo (Whitening): Data clarification, intent detection, disambiguation, multi-pass NLP filter, bias flagging. Citrinitas (Yellowing): Synthesis, pattern extraction, insight generation, recursive logic analysis, hypothesis branching. Rubedo (Reddening): Final output refinement, delivery, transformation into actionable intelligence, dynamic prioritization, goal checkpointing, feedback looping. Logic chain: USER INPUT → Nigredo → Albedo → Citrinitas → Rubedo → Memory Layer → recursive loop. Seven classical operations (Calcination through Coagulation) mapped to AI data processing pipeline stages. Full expanded edition with agent examples and advanced features per stage.

Quoted verbatim from Notion, captured 2026-07-25. First seen 2026-04-04.

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• Notionapp.notion.com/p/339a981d75b6819f8cf2c41ae63ae5f2 (private workspace)2026-07-25

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Hermetic Fourfold Alchemical AI Model — lex:hermetic-fourfold-alchemical-ai-model — Neuruh Lexicon v1.0.0 (0a2bb72426e9) — https://lexicon.neuruh.com/t/hermetic-fourfold-alchemical-ai-model

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