• Lesson
  • 27 min

Model and Effort Explained

AI tools now offer several controls that can look interchangeable but change different parts of the result. You will learn how model choice determines underlying capability, how effort changes the work applied to a request, and how prompting defines the assignment. Then you will compare Claude’s model, effort, and thinking controls with ChatGPT’s Sol, Terra, Luna, High, Pro, and Ultra options. By the end, you will be able to choose the smallest reliable configuration for a task and write a compact prompt that gives either system the context, constraints, evidence, and finish line it needs.

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Taught by Grant Harvey

Model and Effort Explained, from The Neuron Academy

What you'll learn

  • Distinguish between an AI model, its effort setting, and the prompt.
  • Choose the right Claude or ChatGPT model for a specific task.
  • Match the effort level to the task’s difficulty, stakes, and required depth.
  • Write clear, effective prompts with context, constraints, evidence, and success criteria.
  • Select the smallest reliable AI configuration to save time, tokens, and cost.

Curriculum

The shape of the lesson

One mark for every step, in the order you take them. 1 video, 1 exercise, downloadable notes and a certificate of completion.

  1. Model and Effort Explained

    Learn the difference between an AI model, its effort setting, and the prompt you give it. You will compare Claude and ChatGPT, choose efficient configurations, and stop using longer prompts to solve the wrong problem.

    1. Model and Effort Explained
  2. Downloadable

    Download the lesson notes for a helpful decision tree to help you choose the best model and effort combination.

    1. Download : Lesson Notes
  3. Lesson Feedback

    Share your thoughts about this Neuron Academy lesson.

    1. Exercise : Lesson Feedback
  4. Certificate of Completion

    Congratulations! Now you know how to dial in your AI model and effort to do your work most efficiently.

    1. Certificate of completion

Your instructor

Grant is the voice of The Neuron, the daily newsletter delivering no-hype insights on how AI is changing the world around us, and co-hosts The Neuron’s weekly podcast.

Questions about this lesson

How long is this lesson?

It runs 27 min. Inside: 1 video, 1 exercise, downloadable notes and a certificate of completion.

Who teaches this lesson?

Grant Harvey. Grant is the voice of The Neuron, the daily newsletter delivering no-hype insights on how AI is changing the world around us, and co-hosts The Neuron’s weekly podcast.

Do I get a certificate?

Yes. Finish the lesson and you get a certificate of completion from The Neuron Academy.

Do I need to know how to code?

No. Like everything in the Academy, it needs no coding or technical background.

How do I get access?

This lesson is included in a The Neuron Academy membership. Start with a 7-day free trial, then choose a monthly or yearly plan. Cancel anytime. New lessons are added every week.

The Neuron Academy

Learn AI the way you read The Neuron: short, practical, no hype.

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  • A certificate for every course you finish
  • No coding or technical background required
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7 days free, then a monthly or yearly plan. Cancel anytime.

Model and Effort Explained

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