The Harness Around the Model

A thread you can test

Practical Tips

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

READING THREADOPEN
5notes
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.

The Harness Around the ModelNo login

THE QUESTION THIS PAGE ANSWERS

ANSWER FIRST

What is Practical Tips, and which AI decisions does it change?

What to delegate to AI, what to do yourself — a quick four-quadrant task allocation framework 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 5 notes below.

TRY NEXT

Start with “Human-AI Knowledge Boundary: A Four-Quadrant Strategy,” 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.

5 notes
Tips

Human-AI Knowledge Boundary: A Four-Quadrant Strategy

What to delegate to AI, what to do yourself — a quick four-quadrant task allocation framework

The Harness Around the Model 3 min →
Tips

Good Questions vs Bad Questions

Context determines output quality; same question, good vs bad side-by-side demo

The Harness Around the Model 3 min →
Tips

Can You Trust What AI Says? Spotting Hallucinations

Three quick verification methods; spotting when AI confidently gets it wrong

The Harness Around the Model 3 min →
Tips

The Art of Iteration: Knowing When to Stop

A rough-to-fine iteration rhythm, and when to stop prompting AI

The Harness Around the Model 3 min →
Tips

Scenario Cheat Sheet: When to Trust AI

High confidence / needs verification / use with caution / don't use — a four-tier AI applicability guide

The Harness Around the Model 3 min →