AI governance is increasingly becoming a layer of operational trust. Yet it may not be the final layer of trust.
Over the past few years, AI governance has evolved…
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.
AI governance is increasingly becoming a layer of operational trust. Yet it may not be the final layer of trust.
Over the past few years, AI governance has evolved…

Artificial intelligence systems no longer merely generate content: they act, send, modify, and commit on our behalf. When an organization delegates the capability to act to an AI system, three…

Would you allow an AI agent to trigger a financial, medical, legal, or cybersecurity action simply because it claims to be “90% confident”?
For a low-impact…

SFA-Bench White Paper v1.0: A Grammar for Governed Improvement
This paper introduces SFA-Bench as a governance benchmark for controlled AI/system improvement. It focuses on…
The EU AI Act (Regulation EU 2024/1689) is now progressively binding, yet corporate compliance is still demonstrated primarily through self-assessment reports and paper files. Regulatory…
In debates around the AI Act, a recurring confusion appears: the risk of an AI system is sometimes discussed as if it were mainly contained inside the model itself

Small states do not need to copy the AI governance models of the United States, China, or the European Union. They need lighter, realistic, and enforceable systems that help them use AI safely and…
I often speak with architects, AI engineers, and technology leaders who have built enterprise AI solutions. One statement I hear repeatedly is:
"We have implemented…

Data from the Ramp and Revelio study on employment impacts of AI technology, over 21,000 US firms reveals that high-intensity AI adopters…