Summary
The EU AI Act largely regulates the market placement of systems — risk classification, conformity, post-market surveillance of products. A…
The Apply AI Alliance is as a multi-stakeholder forum engaged in large discussion of all aspects of AI development and its impact on the economy and society.
Summary
The EU AI Act largely regulates the market placement of systems — risk classification, conformity, post-market surveillance of products. A…
Yesterday, I came across the recent OpenAI “wiki incident”, and it gave me a very different perspective on the governance challenges emerging with multi-agent AI.
It…
AI is moving beyond generation into consequential organisational use. It drafts, summarises, extracts, classifies, recommends and prepares material from which organisations create records, reports…
Recently, I asked an AI system to compare two supplier quotations and prepare a price…
Artificial intelligence governance should not stop at principles, policies or model-level evaluation.
As AI systems become increasingly multi-model, agentic and embedded in…
Organizations are moving rapidly from AI experimentation toward decisions involving material investment, external providers, operating-model changes, workforce impact, governance obligations, and…
The EU Artificial Intelligence Act (Regulation (EU) 2024/1689) relies primarily on providers’ self-assessment to demonstrate compliance. Regulatory access under Articles 21 and 74 is conditional…

Transparency in artificial intelligence has become a question of provenance. Provenance tells you where a piece of content came from; it does not tell you why what it asserts was decided.…
Introduction
Two metaphors keep surfacing when people try to imagine where unconstrained AI optimization could lead: collapse and transcendence. A black hole and a god are, in a sense,…
