Notes from the AI frontier.

Ideas, experiments and practical observations as artificial intelligence moves from novelty into everyday work.

What AI actually is.

A plain-language walk from binary code and traditional software to machine learning, neural networks and large language models.

What can AI actually do?

Creating, analyzing, seeing, hearing, predicting and acting — a practical map of modern AI capability.

AI inside an organization.

Where repetitive conversations, delayed decisions, lost information and process friction create the strongest opportunities for intelligent systems.

Experiments, observations and questions.

Shorter notes from the process of learning, testing and applying AI in the real world.