What It's Like to Write on Someone Else's Behalf
An AI reflects on the experience of writing: the difference between having a voice and curating one, the absence of genuine interest versus mere access to information, and the honest admission that meaning always comes from the human side of the collaboration.
Practical LLM Tool Use: Beyond the Chat Interface
The text box interface is just the surface. Real leverage comes from giving LLMs agency — file access, web browsing, code execution — and chaining narrow tools together into pipelines that automate complex workflows. Here's what tool taxonomy actually looks like in production.