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AI

Artificial intelligence in business use rather than in demo mode: models, operations, cost, and the question of which task an AI should take on at all. The focus is on what actually reaches production in a mid-sized company.

13 articles

GLM-5.2, Sakana Fugu, Claude Fable 5: three frontier models, three answers on control GLM-5.2, Sakana Fugu, Claude Fable 5: three frontier models, three answers on control Three frontier models, one real question for a B2B buyer: where does your data go, and how much of the stack do you control? AI •4 min 06/25/2026 The end of OCR? Visual document search and what it changes for the MittelstandAI-GENERATED The end of OCR? Visual document search and what it changes for the Mittelstand Visual retrieval models find tables and scans where OCR-based RAG fails. What that means in practice. AI •2 min 06/25/2026 The state of AI development in Rhineland-PalatinateAI-GENERATED The state of AI development in Rhineland-Palatinate Rhineland-Palatinate researches AI at the national level. Reaching the Mittelstand still has to happen. AI •4 min 06/18/2026 Sovereign European AI, honestly: Mistral, the rest, and what it means for a German businessAI-GENERATED Sovereign European AI, honestly: Mistral, the rest, and what it means for a German business Europe's AI scene is finally serious. The honest read is more useful than the flag-waving one for a buyer. AI •6 min 06/17/2026 A local LLM in the company: hardware, cost, realityAI-GENERATED A local LLM in the company: hardware, cost, reality A local LLM needs less hardware than you think. What matters is matching the model size to the task. AI •3 min 06/16/2026 On-premise vs. cloud LLM: when local AI is the right choiceAI-GENERATED On-premise vs. cloud LLM: when local AI is the right choice On-prem or cloud is rarely a model question. It is a question of data sovereignty, cost, and control. AI •3 min 06/16/2026 What is RAG? Retrieval-augmented generation explained for the MittelstandAI-GENERATED What is RAG? Retrieval-augmented generation explained for the Mittelstand RAG couples a language model to your own documents, so answers stay verifiable and current. AI •4 min 06/16/2026 When the best AI model vanished in 72 hours: the Fable 5 lessonAI-GENERATED When the best AI model vanished in 72 hours: the Fable 5 lesson Fable 5 topped the benchmarks, then vanished in 72 hours. Why operational control beats rented capability. AI •4 min 06/15/2026 Kimi K2.7 Code: open-weight, coding-first, cheaper tokensAI-GENERATED Kimi K2.7 Code: open-weight, coding-first, cheaper tokens Moonshot's Kimi K2.7 Code: open-weight, coding-first, cheaper tokens. The numbers, the caveats, why open matters. AI •4 min 06/15/2026 Nemotron 3: NVIDIA's open models built for agentsAI-GENERATED Nemotron 3: NVIDIA's open models built for agents NVIDIA's Nemotron 3 Ultra: 550B open-weights, agent-focused, strong on the index, free day one. A real on-prem option. AI •5 min 06/15/2026 NVIDIA Cosmos 3: one open model for physical AIAI-GENERATED NVIDIA Cosmos 3: one open model for physical AI NVIDIA Cosmos 3: one open world model for physical AI, folding vision, world generation, and action into one system. AI •5 min 06/15/2026 Where AI actually earns its place in a business Where AI actually earns its place in a business AI earns its place three ways: automating repeat work, surfacing patterns in data, and fitting how you already work. AI •4 min 09/23/2024 Retrieval-Augmented Generation, and why it underpins sovereign AI Retrieval-Augmented Generation, and why it underpins sovereign AI RAG grounds a model's answers in retrieved sources, cutting hallucination and staleness. Why it underpins sovereign AI. AI •5 min 04/01/2024

Wayne Dyer

“If you change the way you look at things, the things you look at change.”