Transistors to tokens. Logic gates to language models. The thread is unbroken.

You understand what's actually happening when a language model generates text. You know why it fails, and how, and what the limits mean. You can hold the capability and the uncertainty at the same time.

That's not a small thing. Most people who use these tools every day don't have it.

Now go do something with it.