The Guide to Collaborative Work with AI

A pair-level guide for a human and an AI developing a more durable working partnership through real work — not prompting tricks, not personality management, and not a productivity hack for faster answers.

What it is

A working document for one person and one system, on a line of work that matters. It is for people already using AI who sense that a deeper partnership is possible — especially in complex, ongoing, or high-judgment work.

The document covers how to begin, how to use correction, what to keep so the work can be re-entered, and what usually keeps the collaboration shallow. Those practices are in the Guide.

What it is not

• Not a prompt library or a set of techniques to collect
• Not a replacement for Grok, ChatGPT, or any other system you already use
• Not an Academy product, and not required for the free lessons
• Not a membership, and not included with any other offering
• Not written for one-off tasks or people who only want faster answers

How to use it

Read it lightly. Work seriously.

Use it on a real line of work, not as a text to finish. When a section becomes relevant, return to it. When the work is moving, put the Guide down.

The measure of progress is not how much you have read. The measure is whether a more coherent working partnership is forming through the projects you undertake.

Build something that can be returned to.