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The Missing Semantic Layer for World Models — and the Denkraum of Bidirektionale Entitätsübergreifende Semantische Emergenz (NEOMANITAI Whitepaper 2026, v2.0)

Andreas Ehstand, Independent Researcher · ORCID 0009-0006-3773-7796 · 2026-05-18

Abstract. World models remain largely unidirectional, opaque and slowly updated. This whitepaper, dated 18 May 2026, describes the missing element as a shared, precisely named, bidirectionally operable and error-correcting semantic layer through which world models could become living, co-evolutionary systems - anchored in philosophy of language, embodied cognition and systems theory, with the Two-Frontiers Grounding Model and a documented observable seed kept strictly separate from a dated wager.

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Prepared with AI assistance; content reviewed and approved by the author. Research working paper. No legal, medical, financial or other advice.

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