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Choosing the Right AI Model

LESSON 1 OF 4

What actually differs

BY THE END OF THIS LESSON

Name the handful of axes that separate one AI tool from another.

Not "which is smartest"

The weak version and the strong one.
AvoidWhich model is best?produces an argument, not a decision
Do thisFor this task, which differences matter?narrower — and it has an answer

The question people ask is which model is best, and it has no answer, because the tools are not ranked along a single line. Asking it produces an argument rather than a decision.

The useful question is narrower: for this task, which differences matter?

The differences that show up in real work

4 options, side by side.
Access to current information
How much you can hand it at once
What it can do besides write
How closely it follows instructions

Access to current information. Some tools search and cite as they answer; others work only from what they were trained on and what you paste in. This is the single largest practical difference, and it decides more tasks than anything else.

How much you can hand it at once. Tools differ in how much material they will take in one go — a page, a report, a folder. It matters the moment your input is longer than a message.

What it can do besides write. Images, voice, running code, reading a spreadsheet, reaching your other tools.

How closely it follows instructions. Whether a constraint you set in line one is still being obeyed by paragraph six.

Where you sit is a difference too

The weak version and the strong one.
AvoidA stronger toolthat you have to paste into
Do thisA tool that can see the fileyour documents, your mail, your code

Which tools reach your documents, your mail, your code and your calendar is a real constraint, and often decides the choice before quality does.

A slightly weaker tool that can already see the file you are working on frequently beats a stronger one you have to paste into.

WORKED EXAMPLE

UNANSWERABLE

Which AI model is the best one to use?

ANSWERABLE

I need to check twelve supplier contracts for clauses that differ from our standard terms. The material is long, it is confidential, none of it is public, and I need to be able to point at where each answer came from.

The second question answers itself: long input rules out anything that takes a page at a time, confidential rules out pasting into whatever is handy, and needing a location rules out anything that cannot quote the source. No ranking was required.

YOUR TURN

Turn your own question into an answerable one.

RUN THIS

I keep asking which AI tool I should use, and getting nowhere. Here is a task I actually do: [describe it]. Ask me the questions that would narrow the choice — about how current the information needs to be, how much material is involved, what else it needs to do, and where the material lives. Then tell me which differences actually decide it.

What a good result looks like

You should end up with two or three requirements that rule most options out. If the answer is still "any of them would work", the task genuinely does not need a careful choice — use whatever you already have open.

KNOWLEDGE CHECK

Answer all 2 correctly to complete this lesson.

  1. 1. Why does "which model is best" have no useful answer?

  2. 2. Which difference decides the most tasks in practice?

REMEMBER THIS

There is no best model — only differences, and only some of them matter for the task in front of you.