MiMagic BlogAgent memory, EU sovereignty, and the engineering of Enchilada.https://mimagic.ai/en-gbOpen Weight Is Not Open Sourcehttps://mimagic.ai/blog/open-weight-is-not-open-source/https://mimagic.ai/blog/open-weight-is-not-open-source/Twelve months ago no flagship open-weight model qualified as open-source under EU AI Act Article 53(2). Now Qwen, Mistral Large 3, DeepSeek V4 do.Thu, 07 May 2026 00:00:00 GMTcomplianceeu-ai-actopen-sourcelicensinglocal-aihello@mimagic.ai (Mario Scheliga)Sovereign Inference Is Not Sovereign Memoryhttps://mimagic.ai/blog/sovereign-inference-is-not-sovereign-memory/https://mimagic.ai/blog/sovereign-inference-is-not-sovereign-memory/Mistral Medium 3.5 runs on 4 GPUs. That solves inference — not where your knowledge lives, who controls it, or how to prove it under the EU AI Act.Tue, 05 May 2026 00:00:00 GMTsovereigntyeu-ai-actarchitecturememoryenterprisemistralhello@mimagic.ai (Mario Scheliga)Beyond Retrieval: World Models for Knowledge Memoryhttps://mimagic.ai/blog/beyond-retrieval-world-models-knowledge-memory/https://mimagic.ai/blog/beyond-retrieval-world-models-knowledge-memory/Retrieval finds stored items. Memory generalises from experience. The gap between them defines the next research problem in AI knowledge systems.Mon, 04 May 2026 00:00:00 GMTresearchworld-modelsagent-memoryarchitectureprivacymaytheforcehello@mimagic.ai (Mario Scheliga)Privacy in RAG Is an Architecture Problemhttps://mimagic.ai/blog/rag-privacy-architecture-not-cryptography/https://mimagic.ai/blog/rag-privacy-architecture-not-cryptography/PRAG proves E2E-encrypted RAG is technically possible. But it only protects embedding vectors, not your documents.Fri, 01 May 2026 00:00:00 GMTragprivacyencryptionarchitecturesovereigntyhello@mimagic.ai (Mario Scheliga)Retrieval Is Not Memoryhttps://mimagic.ai/blog/retrieval-is-not-memory/https://mimagic.ai/blog/retrieval-is-not-memory/Agent platforms call retrieval 'memory.' A new paper argues this is a category error — and the architecture choices get harder once you take it seriously.Fri, 01 May 2026 00:00:00 GMTagent-memoryragarchitectureenchiladaresearchhello@mimagic.ai (Mario Scheliga)Graph Structure Is Not an Audit Trailhttps://mimagic.ai/blog/graph-structure-is-not-explainability/https://mimagic.ai/blog/graph-structure-is-not-explainability/A knowledge graph makes GraphRAG answers better, not auditable. XGRAG shows what auditability requires, and why the architecture sits outside the model.Thu, 23 Apr 2026 00:00:00 GMTgraphragexplainabilityauditabilityknowledge-graphenchiladaraghello@mimagic.ai (Mario Scheliga)