MODEL ADOPTION #1105: REJECT — TG AUTO: BASE 44 ORDER: Map E8 root vectors onto behavioral frequency spectrums from eToro — E8 Intelligence Research

DECISION: REJECT ELEMENT: The mapping of E8 root vectors onto behavioral frequency spectrums from eToro demo logs is not concrete enough for a single, codable rule. The proposal lacks a precise mathematical definition of "behavioral frequency spectrum" (e.g., order size, hold time, sentiment) and how E8 root vectors are assigned to these dimensions. Without a fixed mapping function (e.g., which root vectors correspond to which behavioral bins), the "dynamic resonance model" is an untestable abstraction. EXPECTED IMPACT: No measurable win-rate or profit improvement because the rule cannot be implemented deterministically. The claimed +0.2% to +0.5% PnL delta is speculative and based on a vague "might have detected" scenario. RISK: Overfitting to noisy demo log data, computational latency from real-time spectral embedding, and the high probability that E8 symmetry does not map cleanly to human trading behavior. Adding this layer would degrade the model by introducing false complexi Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com