01
Research question
How stable are reproduced field structures across time windows, scale, competition, noise, and parameter optimisation?
02
Method and experiment series
A 3D lattice with energy, meta-node, trajectory-deviation, correlation, integrity, collapse-time, and fitness metrics is evaluated across V8.1–V8.6.
Series: V8.1–V8.6 · retention · diplomacy · stress · optimisation
03
Key results
- The reported mass–area scaling exponent is approximately 1.27.
- The selected stability window is 0.88 < α < 0.93, with a reported noise threshold σc ≈ 0.18.
- The genetic search reports about a 20% improvement in Pstable within the model.
04
What is not established
These quantities are internal to the selected simulation and objective function. The report does not establish a universal scaling law, physical cognitive medium, or transferable engineering optimum.
This work reports a theoretical or simulation result within a stated model. It is not physical validation of a technology and requires independent verification before real-world transfer.