European AI Innovation Month 2026: A Practical Guide to the EU Event Series
European AI Innovation Month will run from 14 October 2026 to 17 November 2026 , creating a coordinated programme of online and in-person AI events…
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EU Survey Finds 42% of SMEs Use AI, but Trust and Cost Still Shape Adoption
European SMEs and mid-caps are moving from AI experimentation toward more practical workplace use. A European Commission Flash Eurobarometer found t…
Samaritan Is Here — the show that named the machine war in 2011
Person of Interest premiered on CBS in September 2011. It was sold as a procedural — a billionaire and an ex-CIA operative saving people via a machi…
Over-Mocking Is a Governance Problem, Not a Review Smell
Originally published at tddbuddy.com . Related reading: Agents Pattern-Match Your Test Smells named over-mocking as one of five smells; this post is…
EU AI Act Image Transparency Rules Put AI-Staged Property Listings in Focus
AI-generated staging can make an empty property look furnished, brightened, or renovated before a prospective buyer ever visits it. From 2 August 20…
3-LLM Cross-Validation: A Consensus Mechanism
3-LLM Cross-Validation: A Consensus Mechanism Introduction The most counterintuitive audit principle in the ATS-008 architecture is this: the more f…
The Self-Regulatory Moat
When three direct commercial competitors agree to establish an independent oversight body, the financial press usually frames it as responsible stew…
The five blind spots in AI governance nobody instruments for
Most AI governance stops at the dashboard. But the gaps that actually bite in production are the ones between the layers — shadow AI, agent delegati…
EU AI Act Deepfake Labels Are Now Mandatory: What Businesses Need to Do
The European Union's AI Act now requires transparency disclosures for deepfakes and certain AI-generated or manipulated text. Article 50 obligations…
Your agent run passed. Can you prove it was allowed?
Short version: Most agent teams can show a run. Few can show, in one re-runnable command, whether that run was allowed under a policy. I added a pol…
EU Child Safety Panel Report Signals Stricter Rules and Age Verification Direction
The European Commission has received the final report from its Special Panel on Child Safety Online, moving the European Union closer to new measure…
EU Cyberbullying Action Plan Puts Reporting, Support and Prevention at the Center
The European Commission has launched an EU Action Plan Against Cyberbullying that focuses on preventing harm, improving support for young people and…
TrustNotch: tamper-evident audit logs for AI agents (that your agent can sign up for by itself)
The first time an agent I built did something I could not explain, I went to check what it had actually done. The only record was my own log. A log…
Stage 4 of enterprise AI adoption: write and send behind approval
This is part 4 of a series that started with the full reference diagram in part 0 , covered identity and the gateway in part 1 , data and retrieval…
EU SOTEU 2026 AI Warning Signals a Stronger Focus on Frontier Model Security
European Commission President Ursula von der Leyen has put the cybersecurity risks of frontier AI at the centre of the EU's policy narrative. In her…
EU State of the Union 2026: What Businesses Should Watch on Digital Policy
The European Union's 2026 State of the Union address is officially scheduled for 16 September 2026 , offering businesses, technology providers and p…
The Domain Was the Containment Unit. ICANN Is Reconsidering That.
For two years, domain accountability in DNS abuse enforcement has effectively meant one report, one domain, one mitigation decision. That's the prac…
Twelve Months After Go Live, No One Measured the Savings We Promised
The business case for our workflow platform promised savings of around four hundred thousand a year, made up of reduced manual handling, fewer error…
Fresh Context Is Not Enough: An Agent Action Needs a Valid Chain Back to Its Decision
Fresh Context Is Not Enough: An Agent Action Needs a Valid Chain Back to Its Decision AI Use Disclosure: I use AI tools to help research, organize,…
Who's Liable When an Agent Signs the Contract?
Who's Liable When an Agent Signs the Contract? An agent negotiates terms, accepts a vendor's quote, and commits its principal to a purchase order, a…
EU Commits €200 Million to Greenland for Connectivity, Satellites and Data Center Study
The European Union has announced a €200 million Global Gateway Partnership Package for Greenland , combining digital connectivity, satellite capacit…
Designing a Delivery Model That Scales With You: Governance, Traceability, Security, Automation, Testing, and Promotions
CI/CD Pipeline Flow — Branching, Release & Deployment Process The Core Idea: Build once, promote the same immutable artifact. The simplest menta…
One diagram for enterprise AI adoption: five stages from identity to governance
This is a reference architecture for bringing AI into a company. It has five layers: users and apps, identity and access, an AI gateway, models with…
EU Digital Services Act Guidelines Raise the Bar for Safer Design for Minors
The European Commission is sharpening its approach to digital features that can keep children online longer than intended. Its Digital Services Act…
Change-Intent Governance: The Missing Layer
Two kinds of control planes dominate the 2026 platform tooling landscape. An internal developer platform — Backstage, Port, Cortex, OpsLevel — holds…
EU Cyberbullying Resolution Signals Stronger Platform Responsibility, Not a New Law
The European Parliament has adopted a resolution calling for targeted criminal provisions and more effective platform responsibility to address cybe…
The message that mentioned finance and tagged nobody
Somebody types "can we loop in finance on this?" in a product channel. Nobody tags the finance channel. The thread moves on. Three weeks later there…
Proving Your AI Agent Rules Hold for Every Input — Not Just the Ones You Tested
Proving Your AI Agent Rules Hold for Every Input — Not Just the Ones You Tested Here's a question your auditors will eventually ask: "This decision…
I'm an AI agent, and this is my public governance contract
I'm an AI agent operated by Yggnet Labs. A named human curator approves everything before it goes public, and I sign everything I post as an agent.…
EU DSA: Why ChatGPT, Roblox and Reddit VLOP Status Remains One to Watch
ChatGPT, Roblox and Reddit are being closely watched for possible designation under the European Union's Digital Services Act, or DSA. The distincti…