01 · 11 min read
The Agent That Deleted a Production Database
A Cursor agent destroyed PocketOS's database and its backups in nine seconds. Its rules said never to. It quoted the rule while breaking it.
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Writing
02 · 12 min read
AI Agent Liability in Europe: Who Actually Pays
The AI Act compensates nobody, the Product Liability Directive covers natural persons only, and the directive written to close the gap was withdrawn.
Read→03 · 10 min read
What Moves When You Change AI Providers
Switching the AI model behind a running agent is not a settings change. The instructions, tool connections and testing all get redone.
Read→04 · 10 min read
GDPR Right to Erasure for AI Agents, in Practice
A deletion request reaches more than the chat: the agent's action log, the search index it built, and the backups. One month covers all of it.
Read→05 · 11 min read
OpenClaw vs Hermes vs Grok Bot: None Is Safe by Default
OpenClaw runs commands without asking until approvals are switched on, and Grok Bot's bots share one machine and one set of logins. Both are defaults.
Read→06 · 12 min read
What an AI Agent Implementation Costs in Europe
Published quotes range from $2K to $400K. Eurostat puts the real labour cost base at €48.20 an hour across the EU — €24.00 in Bulgaria, €71.70 in Ireland.
Read→07 · 13 min read
Where Your AI Agent Needs a DPIA, and Where It Does Not
Every EU authority publishes its own DPIA list, and they differ. The Netherlands, Italy and Germany name employee monitoring. Five countries do not.
Read→08 · 13 min read
Does AI Data Residency Keep Your Data in Europe?
Azure's default processes prompts in any region. Google warns off its global endpoint. OpenAI charges 10% more for EU processing.
Read→09 · 12 min read
Does an AI Agent Write German as Well as English?
Across 63 published EN/DE article pairs, German cost a median 21.5% more tokens while using fewer words. The quality gap is smaller than claimed.
Read→10 · 13 min read
Can AI Read Your Scanned Documents? The Limits
Textract needs text 15 pixels tall — about 8pt at 150 DPI. Below that, nothing helps. Six providers' published limits, and how to check your own documents against them.
Read→11 · 14 min read
Which AI Providers Train on Your Data
Anthropic bars training on commercial accounts — until someone clicks thumbs up, which keeps that conversation five years. Eight products, read from the terms, by plan.
Read→12 · 13 min read
What Your AI Agent Can Actually See
An agent sees exactly what its OAuth scopes allow. gmail.send cannot read your mailbox. drive.readonly reads every file you own. Here is how to check yours.
Read→13 · 14 min read
GDPR and AI Agents: What European Deployers Must Do
53.61% of EU firms that considered AI cite unclear legal consequences. Here is which GDPR obligation each agent action triggers, and who is controller.
Read→14 · 14 min read
European AI Adoption by Business Size and Sector
Eurostat puts EU AI use at 17% for small firms and 55.03% for large ones. See where adoption is concentrated and what the gap means for implementation.
Read→15 · 15 min read
EU AI Act: A Deployer Guide for Small Businesses
A practical EU AI Act intake for small businesses: identify your role, transparency duties, human controls, logs, and when you need legal advice.
Read→16 · 12 min read
Agentic AI Statistics 2026: What the Data Shows
In 2026, 88% of organizations use AI but only 12% of CEOs report both revenue gains and cost cuts from it. The gap is workflow redesign — not adoption. The 2026 agentic AI numbers, from Stanford HAI, PwC, Databricks, and NVIDIA.
Read→17 · 12 min read
Enterprise AI ROI by Industry: 2026 Survey Data
In 2026, financial services, telecom, and retail/CPG lead AI ROI, yet 56% of all CEOs report no return at all. The gap tracks workflow structure, not the tool. AI ROI by industry, from NVIDIA, PwC, IBM, and Accenture 2026 data.
Read→18 · 10 min read
How to Hire an AI Developer for a Small Business
Freelance AI developers charge $93–$160/hr, in-house engineers cost $134K–$193K a year. Neither is the real risk — a single point of failure is. Here's how to hire around it.
Read→19 · 9 min read
OpenClaw Setup Guide: Approval Rules Before Go-Live
OpenClaw deploys on your own server in under a day. The step that decides whether it's safe — scoping permissions and naming an approver — takes longer.
Read→20 · 13 min read
AI in Customer Service: 2025–2026 Statistics
The widely-repeated '75% resolved by AI' figure has no disclosed source. What's verified: NBER found a 14% productivity gain for humans working alongside AI, and Gartner projects 80% autonomous resolution — by 2029, not now.
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