Defensive Publication: Datensouveränes Wissensmanagement mit hybrider KI-Architektur in Einzelorganisationen und Netzwerken
Defensive Publication: Datensouveränes Wissensmanagement mit hybrider KI-Architektur in Einzelorganisationen und Netzwerken
Defensive Publication (Prior Art, §3 PatG / Art. 54 EPÜ) für eine hybrideKI-Systemarchitektur mit datensouveräner Orchestrierung. KERNMERKMALE (M1–M7):- M1: Lokale iKi mit Sensibilitäts-Klassifikation- M2: 4-stufige PII-Pipeline (NER, LLM-Umformulierung, Mapping, Verifikation)- M3: HITL-Gate mit Trigger-Mechanismus, Diff-Anzeige, Audit-Logging- M4: RBAC-bewusste RAG-Integration (selbstgehostete SSOT)- M5: Multi-Provider-Routing, ZDR-Policy, mandantenfähige Key-Verwaltung- M6: Föderationsschicht (optional) · M7: Multimodal (optional) Vorgänger: v3.0 (DOI 10.5281/zenodo.19597550, 15.04.2026).Nachfolger: v3.3 (DOI 10.5281/zenodo.20316375, 20.05.2026).Hinweis: v3.1 war interner Entwurf, nicht publiziert.ZIELGRUPPE: KMUs, Vereine, NGOs, Bildungs- und Lerngemeinschaften, Einzelanwender. LIZENZ: CC BY-NC-SA 4.0Projekt: #NWM (Netz-Werkzeug.Macherei)--- Defensive publication (prior art, §3 PatG DE / Art. 54 EPC) for a hybrid AIorchestration architecture preserving data sovereignty. KEY FEATURES (M1–M7):- M1: Local iKi with sensitivity classification- M2: 4-stage PII pipeline (NER, LLM rephrasing, reversible mapping, verification)- M3: Non-bypassable HITL gate with diff display and audit logging- M4: RBAC-aware RAG on self-hosted SSOT- M5: Multi-provider routing, ZDR policy, tenant-capable key management- M6: Federation layer (optional) · M7: Multimodal (optional) Predecessor: v3.0 (DOI 10.5281/zenodo.19597550, 2026-04-15).There is a newer version of the record available: v3.3 (DOI 10.5281/zenodo.20316375, 2026-05-20).Note: v3.1 was an internal draft, not published.Target: SMEs, associations, NGOs, learning communities, individuals.License: CC BY-NC-SA 4.0Project: #NWM (Netz-Werkzeug.Macherei)
Selbsthosting, ISO 9001, Local-Ai, Defensive Publication, Föderation, PII-Filter, Cloud AI, Human-in-the-Loop, Lokale-Ki, Orchestrierung, ZDR, Wissensmanagement, Hybrid AI Architecture, GDPR, Hybride KI-Architektur, Qualitätsmanagement, NWM, QM, RBAC, Data Sovereignty, Prior-Art, Datensouveränität, RAG, Zero-Data-Retention, KMU, HITL, Künstliche Intelligenz, Lerngemeinschaften, Educational Sovereignty, Ki-Architektur, Local LLM, Retrieval-Augmented Generation, DSGVO
Selbsthosting, ISO 9001, Local-Ai, Defensive Publication, Föderation, PII-Filter, Cloud AI, Human-in-the-Loop, Lokale-Ki, Orchestrierung, ZDR, Wissensmanagement, Hybrid AI Architecture, GDPR, Hybride KI-Architektur, Qualitätsmanagement, NWM, QM, RBAC, Data Sovereignty, Prior-Art, Datensouveränität, RAG, Zero-Data-Retention, KMU, HITL, Künstliche Intelligenz, Lerngemeinschaften, Educational Sovereignty, Ki-Architektur, Local LLM, Retrieval-Augmented Generation, DSGVO
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