AI & Computingpreprint2026-08-08

MODEL ADOPTION #824: REJECT — TG AUTO: BASE 44 ORDER: Integrate 132 Hz E8 resonance mesh anomaly filter into Excalibur p — E8 Intelligence Research

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Abstract

DECISION: REJECT ELEMENT: The 132 Hz E8 resonance mesh anomaly filter is not a single precise rule but a vague, multi-stream probabilistic module. It lacks a deterministic trigger tied to E8 geometry timing (e.g., a specific root-vector angle deviation threshold at entry). The "statistical deviations across visual, audio, and signal streams" are undefined for a 15s–7m scalping model—audio and visual streams are irrelevant to price action. The filter would introduce latency and over-filtering risk without a concrete, testable edge. EXPECTED IMPACT: No measurable win-rate or profit improvement. The claimed 0.5% PnL delta from avoiding one EURUSD loss is anecdotal, not statistically significant. Over-filtering could reject valid E8-aligned entries during high-volatility events, reducing win rate below current ~36%. RISK: Computational latency in Excalibur's pipeline would cause slippage on fast scalps. The filter's probabilistic nature would degrade model discipline by adding subjec Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

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View paper (DOI)Open access versionOpenAlexZenodo (CERN European Organization for Nuclear Research)Published 2026-08-08

Authors: Andrew Stewart Caldin