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Prompt injection is the top AI security risk in 2026 per OWASP LLM Top 10. Defense-in-depth with Lakera Guard, Llama Guard 3, DeepTeam, MCP sandboxing, continuous red-teaming and a revDSG / EU AI Act / FINMA-compliant audit pipeline — based on 31 production mazdek LLM-hardening engagements since 2024.
Mistral OCR, Claude 4.7 Vision, GPT-4o, Gemini 2.5, Google Document AI, Azure Form Recognizer, AWS Textract and Tesseract in deep comparison for Swiss banks, insurers and accountants. Accuracy, latency, cost and revDSG data sovereignty — 22 production mazdek IDP deployments since 2024.
Which vector database fits your Swiss RAG architecture? pgvector, Qdrant, Weaviate, Milvus and Pinecone in deep technical comparison — latency, memory, data sovereignty, revDSG and FINMA. 18 production mazdek deployments since 2024.
Which multi-agent framework fits Swiss enterprise workloads? LangGraph, CrewAI, AutoGen and OpenAI Agents SDK in deep technical comparison — with architecture, code examples, revDSG/EU AI Act governance and 5 real-world use cases with measurable ROI.
Generative video in production: Sora 2, Veo 3, Runway Gen-4, Kling 2 and Luma Ray 3 compared — with architecture, EU AI Act transparency obligations, revDSG-compliant deepfake governance and 6 Swiss real-world use cases with measurable ROI.
Why reasoning models are the most important LLM development since GPT-4: Claude 4.7 Thinking, OpenAI o4, Gemini 2.5 Pro Thinking and DeepSeek-R2 compared — with architecture, cost optimization, Swiss governance and 6 real-world use cases with measurable ROI.
Why browser agents become the most important automation layer in 2026: Claude Computer Use, OpenAI Operator, Stagehand and browser-use compared — with architecture, Swiss governance, benchmarks and 5 real-world use cases with measurable ROI.
Why LLM observability becomes a critical discipline in 2026: How Swiss businesses reduce hallucinations by 71%, cut AI costs by 58% and stay EU AI Act compliant — with architecture, metrics, evals and a 24/7 dashboard.
Why Anthropic's Model Context Protocol became the industry standard in 2026: How Swiss businesses accelerate AI tool integrations by 73%, reduce costs by up to 84% and eliminate vendor lock-in — with architecture, security and ROI calculator.
30x cheaper, 4x faster and fully Swiss-hosted: How Phi-4, Gemma 3 and Mistral Small redefine Swiss enterprise AI in 2026 — with benchmarks, architecture and ROI calculator.
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