Journal
Everything here answers one question: how you prove what a decision actually was, months after it was made. Start with the white paper for the argument, the experiments for the evidence, or the short reads if you have ten minutes and a regulator’s letter on your desk.
Articles · 10
Articles · 10
When an AI agent acts, what should you be able to prove?
A general statement about your AI governance process cannot answer why one payment was made, and neither can a test showing the agent…
Europe, the UK and Singapore want the same record. What would it have to be?
An EU policy process, UK public opinion and a Singapore legal working group have reached for the same requirement in three different…
If two AI models read a policy the same way, will they decide the same way?
We broke the previous experiment apart to find which piece was doing the work, then ran the same records through a second AI from a…
What actually made an AI agent commit to a decision?
We ran the same AI over the same 283 UK procurement records five times, adding a layer of governance context each round. The decisive…
Why wouldn't the agent say no?
An AI and a written rulebook reviewed the same UK government purchase records at the same moment. The AI named the same problems the…
When a model explains a decision, what has it proved?
AI explainability shows how a model behaved. It does not show which policy, threshold and model version were in force when the decision was…
Which policy was in force when the decision was made?
Policy-as-code evaluates a decision against the rules in force now. Showing which rules applied six months ago means capturing the decision…
When the FCA asks why one payment was cleared, what can you show?
A UK retail bank does not lack AI policy. It lacks decision proof for one cleared payment when an FCA review picks it out of a sample eight…
What does a decision look like when you can prove it?
A core banking platform reconstructs decisions after the fact; a provable decision is captured at execution instead, as a single signed…
Why can't your logs explain the decision six months later?
Logs usually record what happened, rarely why. Decision proof means capturing the decision itself at execution rather than reconstructing…