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AI regulation, standards and reality

Bridging the gap between regulatory frameworks and practical implementation. Exploring how standards, assurance, and compliance actually work in the real world - from AI to cement. (Active AIQI members drop me an email for complimentary upgrade)

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ISO/IEC 4213 2nd edition reaches Draft International Standard stage

From a technical specification to the standard nobody can avoid

prEN 18229-3 reaches Enquiry

The standard that admits human oversight sometimes cannot work

Revised AI Act text available

My shortest article of all time.

EN 18286:2026 is finally published, the first AI Act standard to reach that milestone

What changed since the public enquiry version?

prEN ISO/IEC DIS 23282: How to measure whether Natural Language AI is accurate

What the new NLP evaluation standard covers, and why providers of high-risk and general-purpose AI should read it

Two standards, one architecture: FprEN ISO/IEC FDIS 24970 and prEN 18229-1

Two significant milestones landed this spring serving both the state of the art and Article 12 of the EU AI Act.

9 things to look for in compliant agentic AI

This article builds on the paper "AI Agents under EU Law" and a keynote presentation I gave to market surveillance authorities in May

You can't do AI ethics without AI ethicists

EN 18274 approaches publication

The Commission reviewed its AI list. Therapy chatbots are the problem it couldn’t classify.

Self-help therapy chatbots are flagged for monitoring.

First EU AI Act cases in front of the courts

C-806/24 and C-245/25 are the first cases at the CJEU. Here’s what the judges will be deciding.

A general intended purpose includes all high risk use cases by default

The Commission’s guidance on high-risk classification dropped consequential clarification on intended purpose.

James Gealy On AI Safety Standards For Frontier Models

In this episode, hosts Michael Mainelli and Adam Leon Smith welcome James Gealy, Standardization Lead at Safer AI, a French NGO focused on AI risk modelling.

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The Standard that watches the watcher

ISO/IEC DIS 25029 and the governance of AI-enhanced nudging

The pace is picking up - JTC 21 Timeline Update – May 2026

More than half of the standards responding to the EU AI Act are now in public enquiry, or later in the process.

prEN 18282 heads to Enquiry: Cybersecurity specifications for AI Systems

The latest harmonised standard to go to public enquiry supports compliance with Article 15

What was actually agreed in the Omnibus and what does it mean?

Analysis of the full leaked compromise

prEN 18228 heads to Enquiry: the product-safety answer to AI risk management

The draft harmonised standard on AI risk management has reached the CEN Enquiry stage. Here’s what practitioners should notice about how it defines risk, what counts as a risk control, and what to do

Mike Thieme On Making AI Standards Work For Busy Professionals

In this episode, hosts Michael Mainelli and Adam Leon Smith welcome Mike Thieme, Managing Director and Cloud Advisory Lead at Accenture.

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ISO/IEC 25059 gets a rewrite: AI quality models expand beyond the product

The SQuaRE quality model for AI systems revision completes enquiry

AI Agents Under EU Law: what providers actually have to do

High-risk agentic systems with untraceable behavioural drift cannot currently satisfy the essential requirements of the AI Act