articleOpen MINDApr 18, 2026GREEN OA

SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09 (v2.0: Nested-Layer Relation)

Semantic Designs (United States)

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Abstract

Revision 2.0 (April 18, 2026): Added §5.1 Nested-Layer Relation. The original deposit (v1.0) established non-equivalence (SPXI ≠ GEO). That distinction was composed so successfully by the retrieval layer that summarizers began inferring mutual exclusion — assigning GEO all financial ROI and SPXI only structural outcomes. This revision clarifies: non-equivalence does not imply non-inclusion. SPXI contains GEO methods as a proper subset of its method inventory and adds ontological-layer construction that GEO cannot deliver. Companion deposit EA-SPXI-09.1 provides the ROI breakdown with the nested-layer returns table. SPXI (Semantic Packet for eXchange & Indexing) and GEO (Generative Engine Optimization) address…

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Topics & keywords

Keywords
  • Schema (genetic algorithms)
  • Layer (electronics)
  • Information extraction
  • Network packet
  • Operator (biology)
  • Mutual exclusion
  • Schema matching
UN Sustainable Development Goals
  • Reduced inequalities
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