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AI & Law 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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AI & Law 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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AI & Law 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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AI & Law 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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Three interlocking legal layers of a compliant AI chatbot: the EU AI Act, the GDPR, and competition/contract law. 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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AI & Law 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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AI & Law 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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AI & Law 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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AI & Law 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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Implementing the AI literacy obligation under Art. 4 of the AI Act — title graphic 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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AI Consulting 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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Concept image of an LLM wrapper: interchangeable third-party model at the core, proprietary data layer as the real moat around it. 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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AI & Law 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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AI & Law 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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Six-step roadmap for a measurable AI pilot project: from use case through hypothesis, baseline, and success criteria to the go/no-go evaluation 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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AI Consulting 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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AI & Law 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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Model-agnostic AI architecture: an abstraction layer decouples interchangeable LLM providers and thereby avoids vendor lock-in. 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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AI & Law 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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Technical and legal debt in an MVP — two kinds of debt from the same time pressure, both due when the startup scales 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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Open-book exam (RAG) vs. closed-book exam (fine-tuning) as a metaphor for the choice of method 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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Software 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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From a single prompt to an orchestrated context network: one thread of light branches into a supply network of data, tools, and memory. 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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AI & Law 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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AI & Law 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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Diagram of shadow AI in the workplace: uncontrolled use of ChatGPT & co. and its risks for GDPR, trade secrets and the AI Act. 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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AI & Law 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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