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Field notes

Short, practical pieces from the curriculum. These are in draft while we finish the course content; no fake dates, no fake authors.

Publication approved by AICHEATCODE operator
Turn meeting notes into an action plan without inventing commitments
A tidy table can hide a bad assumption. This small exercise shows how to keep missing owners and deadlines visible.
Publication approved by AICHEATCODE operator
A citation is a place to start checking, not a reason to stop
Open the source, find the supporting passage and compare what it actually says with the claim you plan to repeat.
Publication approved by AICHEATCODE operator
A better AI instruction starts with a clearer job
Before adding another clever phrase to your prompt, explain the reader, the facts and what a usable answer should look like.
Draft · publishing soon
The questions-first prompt, explained
One added sentence that removes most bad AI output, and why forcing questions beats writing longer prompts.
Draft · publishing soon
Your job is safer than the headline says. Parts of it are not.
How to tell the erodes-first tasks from the holds-for-years ones in your own role, without the panic.
Draft · publishing soon
A week of two-minute drills: what actually changes
What compounding looks like in the first seven days: from search box to junior teammate.
Draft · publishing soon
The prompt library your team actually keeps
Why most shared prompt docs die in a month, and the maintenance ritual that keeps ours alive.
Draft · publishing soon
Confidence is not accuracy
A model states wrong numbers as surely as right ones. The verification habit that separates operators from users.
Draft · publishing soon
When not to use AI at all
The unpopular chapter: decisions, apologies, and everything you must own with your name on it.
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