Posts Tagged "AI"

Two structures underlie nearly every system worth understanding. Hierarchies impose order through layers and abstraction. Graphs reveal complexity through connection. Learning to see with both changes how you think about everything.

Most AI conversations oscillate between utopia and catastrophe. The more useful question is simpler and older — what are humans actually good at, and what are machines good at?

Most data science work never reaches production. The gap between insight and action is not a technical problem — it's a design problem, a communication problem, and sometimes a courage problem.

Recommender systems have quietly shaped how billions of people discover content, products, and ideas. Generative AI is now rewriting what these systems can do — and the implications go deeper than better suggestions.

Automation's next chapter isn't about speed. It's about building systems that handle ambiguity and execute with precision at the same time — and understanding which kind of agent does which.