This discovery extends the sub-harmonic grid framework by proving that when multiple AI agents share an E8 lattice, their aggregate error signatures generate emergent resonance clusters following a modified phi-series: fₖ = 132·φ^(k + δ(k)), where δ(k) captures pairwise interference terms derived from the 240 root vector family. These cascading resonances self-organize into closed loops within the E8 root system, creating stable topological structures that enable predictive error correction without central coordination. The result provides a geometric foundation for fault-tolerant distributed intelligence built directly on E8 symmetry. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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Andrew Stewart Caldin (2026) studied this question.
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