iiterate Technologies iiterate Technologies
DeutschFrançaisEspañolPolskiNederlandsItaliano
Contact us

Category

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.

16 articles

What makes up an AI assistant's response time What makes up an AI assistant's response time An AI assistant's response time is made up of five items. Measuring each one on its own finds faster fixes than new hardware or a different model. AI •8 min 09/14/2026 Claude Fable 5.1: cheaper in the agent loop, stricter on data Claude Fable 5.1: cheaper in the agent loop, stricter on data Anthropic's new flagship cuts the cache read price to a quarter and is at the same time a Covered Model excluded from zero data retention. AI •10 min 09/10/2026 GPT-6 Astra versus Claude Fable 5.1: an honest comparison GPT-6 Astra versus Claude Fable 5.1: an honest comparison Most comparison tables for these two models do not survive scrutiny. This piece shows why, and names the small set of numbers that actually holds. AI •10 min 09/10/2026 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 Mittelstand 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-Palatinate 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 business 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, reality 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 choice 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 Mittelstand 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 lesson 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 tokens 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 agents 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 AI 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.”