Learning With AI, Deliberately

A thread you can test

Make Knowledge Stick

2 notes move from the word to a real choice at work — understand it first, then decide whether to use it.

READING THREADOPEN
2notes
HOW TO READStart where you are stuck, then follow the evidence and trade-offs

Each note stands alone, or becomes the next step in this thread.

Learning With AI, DeliberatelyNo login

THE QUESTION THIS PAGE ANSWERS

ANSWER FIRST

What is Make Knowledge Stick, and which AI decisions does it change?

Numbers, timelines, names and parameters, obscure materials, whether a feature exists — treat these five as suspect by default. In a paragraph that reads smoothly, the invented bits almost always land in these five spots. This page keeps the related concepts, common mistakes, and practical notes in one reading thread.

DECISION RULE

First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 2 notes below.

TRY NEXT

Start with “Let AI mark the five kinds of info it most likely invents,” then restate the conclusion using your own task.

WATCH FOR

Do not treat every method in a topic as interchangeable. The answer changes with the input, risk, and acceptance bar.

THIS QUESTION THREAD

Put the word back inside the choice it changes.

2 notes
Verification

Let AI mark the five kinds of info it most likely invents

Numbers, timelines, names and parameters, obscure materials, whether a feature exists — treat these five as suspect by default. In a paragraph that reads smoothly, the invented bits almost always land in these five spots.

Learning With AI, Deliberately 8 min →
Verification

Run the answer through three checks

Ask for sources, cross-check, flag guesses. Same answer through three gates. Each gate filters something different. After all three, one claim still needs you to open the source.

Learning With AI, Deliberately 8 min →