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Papers / Papiere

• The Ehstand Test (v1.0, 2 September 2026)
• The AUGMANITAI Concept Registry (v0.1, 2 September 2026)
• The Missing Semantic Layer for World Models (v2.0, 18 May 2026)
• Five Dated Predictions 2027-2032 (v1.0, 2 September 2026)
• The Universal Concept Layer (30 August 2026) - paper page

Andreas Ehstand, Independent Researcher - ORCID 0009-0006-3773-7796