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)
| Platform |  | Pricing | Freemium | Publishes | Twice weekly |
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adamleonsmith.substack.comLatest Issues
Evaluator independence has already been solved. The AI world just didn’t look.
Comparing various documents attempting to specify appropriate independence for AI evals
On 15 July 2026, the EU AI Office convened nineteen organisations — Apollo Research, FAR.AI, SaferAI, Deloitte, RAND, Epoch AI and others — to work out...
EN 18286 and citation AMA
This article is simply a placeholder for Q & A in the comments. I will answer questions received for 24 hours from 1300 CEST on 2026-10-15.
AI regulation, standards and reality is a reader-supported publication. To receive new posts and s...
The CEN/CLC standard prEN 18283 “Artificial Intelligence – Concepts, measures and requirements for managing bias in AI systems” has just gone into public enquiry.
Rania Wazir is CTO of leiwand.ai, helping organisations develop, deploy and govern AI systems responsibly along the entire AI system lifecycle - with a focus on quality, fundamental rights impacts and compliance. She is also co-Project Lead...
What is going on in JTC 21?
The EU AI Act standards that still haven’t reached public enquiry.
A couple of months ago, I was quite bullish about progress in JTC 21, and indeed prEN 18229-1 (Logging) has completed Enquiry and prEN 18229-3 (Human Oversight) is underway...
Are AI systems really always changing? Or do we just need to turn down the temperature.
You can’t use conventional testing, assurance and conformity assessment techniques on systems that are always changing. Right? Right?
Sometimes when I have an in-depth conversation about testing, conformity assessment, etc on AI systems wi...
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Authors
The writers behind this newsletter.
Chair of the AIQI Consortium aiqi.org; Standards Convenor / Project Leader; training on EU AI Act; Author; Emdash user.
AI ethicist. Founder of BeEthical. President of the Association of AI Ethicists. Convenor of CEN/CENELEC JTC21 WG4 and an expert in ISO/IEC JTC1 SC42. Teaches at Università Cattolica (Milan). Research in information ethics and semantic capital.
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