Florilegium: a blog not about flowers.

Automation moves decisions faster and farther than people ever could. That efficiency creates a new question, one that many organizations don’t fully answer until something goes wrong: who owns the decision when automation acts on the organization’s behalf? Ownership matters not because automation fails often, but because when it does, the impact is immediate, visible,…

“Human-in-the-loop” is often presented as the answer to AI risk. It sounds reassuring. It suggests oversight, judgment, and control. In reality, it is usually a placeholder for decisions the organization has not yet fully defined. Having a human involved does not automatically create governance. Governance exists only when authority, responsibility, and accountability are explicit. 1.…

A practical way to define automation boundaries Most organizations don’t have a hard time deciding whether they should automate. Rather, they struggle with where automation should stop. “Safe to automate” is often treated as a technical question: model accuracy, confidence scores, test coverage. In practice, it’s an operational one. The real challenge is not deciding…

AI exposes operation gaps faster than any audit could. Intro When an AI system produces unexpected outcomes, the first reaction is often to question the technology. But that reaction misses the point. AI doesn’t work in isolation. It executes the processes, rules, thresholds, and decision paths it’s given. When results disappoint, it’s usually because those…

Pardon the look and feel of the website right now if they hurt your eyes. I recently started playing Fallout again, and I wanted to create something similar to the Pipboy. Lollllz.