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Layer III+

The Integration Density Algorithm

Use when building anything that should compound knowledge, learning, or capability over time rather than starting from scratch each cycle.

All algorithms

The steps

  1. Map the prior paths. What has been attempted before in this domain, including failures?
  2. Extract the integration data from each path. What did each prior path contribute as information?
  3. Build current substrate to load all prior path data. Documentation, institutional memory, codified learning, retained team experience.
  4. Begin new exploration from the integrated substrate. New paths begin with all prior path information available.
  5. Test for the phi ratio. Is the integration ratio of meaningful path data to total possibility space approximating 1.618? Below: still searching. At: stable. Above: rigid.
  6. Maintain the ratio by continuing to integrate new paths while continuing to allow new exploration.
  7. Per the Golden Ratio of Purpose: identify where most-selfish creative desire converges with most-selfless creative desire. The convergence point is the structural attractor for sustained integration.

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From the GFunnel Methodology v5.1 by Cameron Garlick, licensed CC BY 4.0. Steps are reproduced word for word.