As AI systems become increasingly agentic, a new question is emerging.
We are already asking what an agent is authorised to do, which tools it may use,…
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.
As AI systems become increasingly agentic, a new question is emerging.
We are already asking what an agent is authorised to do, which tools it may use,…
Most child-safety systems make decisions before digital content reaches the final rendering boundary. Age verification, parental controls,…
AI-native business discovery is changing communication from a user-driven action into an increasingly agent-mediated process. An AI assistant may identify a…
Recently, I asked an AI system to compare two supplier quotations and prepare a price…
The European discussion around AI and digital sovereignty often focuses on data location, cloud infrastructure, and regulatory compliance. These are critical topics, but they may only represent…

Anthropic's benchmark deployment running an autonomous AI swarm across a complex research problem resulted in $100,000 in compute token consumption within 36 hours. While computer…

As organizations accelerate investments in generative and agentic AI, many implementation challenges are no longer technical. The biggest obstacles often emerge from governance, accountability,…
Artificial intelligence governance should not stop at principles, policies or model-level evaluation.
As AI systems become increasingly multi-model, agentic and embedded in…

The EU AI Act can feel like one more thing to track. New updates arrive. You read long documents. You search the internet for answers. Compliance can feel like this:
This report gives SMEs practical, technically grounded guidance for building AI systems that are secure by design and default. It covers the AI life cycle, threat modelling, and 22 one-page…