-
You Learned AI as a Chatbot. Work Will Ask You to Manage One.
You can use a chatbot. That is one layer of four. From analytical models to agents to the open frontier, your job moves up toward judgment at every layer. Here is the map of the AI you will actually meet at work, and the one check that never goes out of date.
-
Confident and Wrong: Why Reasoning Models Still Make Things Up
The newest AI models reason better than ever, which makes them more dangerous, not less. Capability has outpaced reliability. Here is the gap nobody warns you about, and how to check for it.
-
Your AI Doesn’t Know Anything: How LLMs Actually Work
Your AI does not know anything, it predicts text. Understanding how large language models actually work, through tokens and next-word prediction, is the one mental model that explains every mistake they make.