Blog
TOPIC The Claude Myth Fact versus marketing: what Constitutional AI actually is, what companies can realistically expect from Claude — and why lawyers in particular should look closely.
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TOPIC Fable 5 & Mythos Shut Down Anthropic shut down Claude Fable 5 worldwide after a US government directive. What that reveals about vendor lock-in, liability, and migration strategy.
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TOPIC AI Agents in the Enterprise AI agents act autonomously: real value, new liability questions. A guide from the business lawyer who builds the agents - use cases, governance, liability.
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TOPIC AI Contracts A solid AI contract governs five points: performance, liability for hallucinations, IP in the output, data protection/DPA, and the SLA. What to negotiate in — from a commercial lawyer who also builds the AI solution. As of: June 2026.
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TOPIC Using AI in Customer Service… Using AI in customer service compliantly: transparency obligation (Art. 50 EU AI Act from 08/2026), liability (OLG Hamm) & GDPR — a duties checklist from a business lawyer.
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TOPIC AI for Law Firms Using AI in law firms safely: what sec. 203 StGB & the BRAO permit, what the BRAK guidance requires, liability for AI hallucinations — by a business lawyer.
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TOPIC DPIA for AI Systems When is a DPIA mandatory for AI — and when is it not? Threshold analysis, a 6-step process and DPIA vs. FRIA, explained in practical terms by a business lawyer.
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TOPIC Safeguard AI Hallucinations AI hallucinations are a liability risk — not just a bug. Here is how to design a human control layer that satisfies Art. 14 of the EU AI Act and Art. 22 GDPR.
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TOPIC EU AI Act & GDPR The AI Act's concrete obligations, deadlines and risk classes, its interface with the GDPR, and a tight action checklist — from the combined perspective of lawyer and technologist.
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TOPIC Implementing the AI Literacy… Art. 4 of the EU AI Act mandates AI literacy. How to implement it: content, roles, a training framework, and audit-proof evidence — by a business lawyer.
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TOPIC Process Automation with AI Where to actually begin with AI process automation, how to calculate ROI properly, and the legal question up front that decides between success and an expensive failure.
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TOPIC LLM Wrappers Is your GPT wrapper (AI wrapper) a real product or just a thin prompt layer? Defensibility, data layer, moat — plus the legal layer (liability, GDPR/DPA, AI Act, IP) that tech articles leave out. As of April 2026.
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TOPIC AI Use Cases for SMEs 10 AI use cases for SMEs with effort, benefit, time to ROI, and a solid GDPR / EU AI Act assessment — written by a business lawyer who builds the solutions himself.
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TOPIC Open-Source vs. Proprietary LLMs Open-source LLM or proprietary API? A decision guide with an honest TCO/break-even calculation, licensing traps (Llama, Mistral) and a GDPR assessment.
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TOPIC How to Set Up an AI Pilot Project the… Setting up an AI pilot project the right way means testing a clear hypothesis within a few weeks using real data and hard success criteria — before you invest. A six-step guide, including GDPR and the EU AI Act.
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TOPIC Evaluating AI Outputs AI quality can't be guessed. Here's how to make LLM outputs measurable with evals — golden datasets, metrics, LLM-as-a-judge — and use them as compliance proof.
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TOPIC Privacy in the Prompt Where does a prompt travel, is it used for training, do you need a data processing agreement — and why shadow AI is the real risk. Tech and GDPR explained in one piece.
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TOPIC Avoiding AI Vendor Lock-In How to become independent of individual AI vendors: model-agnostic architecture, watertight exit clauses, and your switching rights under the EU Data Act — explained from both a technical and a legal perspective, from a single source.
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TOPIC Understanding Context Windows & Token… What do 1 million tokens mean for cost, practice, and data protection? A clear guide with conversion and cost tables — technically sound and legally grounded.
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TOPIC MVP for Startups MVP development for startups: cost, timeline, no-code vs. custom — and how to build fast without piling up technical AND legal debt. From a lawyer who codes.
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TOPIC RAG vs. Fine-Tuning for Enterprises RAG or fine-tuning? The decision guide for enterprises — with a comparison table, cost ranges, maintenance effort, and the GDPR perspective (German DSK guidance on RAG, BfDI). From a business lawyer who builds AI solutions himself.
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TOPIC Build vs. Buy Build vs. Buy: custom software or SaaS? The decision framework with four axes — including TCO, vendor lock-in & GDPR. From a lawyer who builds software himself.
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TOPIC From Prompt Engineering to Context… Context engineering is supplanting prompt engineering as the central discipline. Definition, the key difference, the new lever (RAG, tools, memory, context window) — plus the overlooked GDPR dimension for businesses.
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TOPIC Business Lawyer + Developer in One… AI projects fail at the seam between law and IT. Why combining business lawyer and developer in one person closes that seam — the concrete value, explained honestly.
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TOPIC EU-Hosted vs. US LLMs US model, EU provider, or on-premise? The substantive comparison on data sovereignty, the CLOUD Act vs. Art. 48 GDPR, and local LLMs — from a business lawyer who also builds the solution. With a decision framework and cost/effort comparison. As of December 2025.
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TOPIC Shadow AI in the Workplace Shadow AI: employees use ChatGPT & co. without approval. Why it touches GDPR, trade secrets and the AI Act – and how to rein it in organizationally and technically. With an action plan, data and sources.
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TOPIC AI Policy for Your Company What a corporate AI policy must accomplish, what belongs in it (with a building-block overview), and how to roll it out effectively — legally precise and technically enforceable. A guide, not case-specific legal advice.
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