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AI Realist · Aug 7, 2026

The Optimise Your AI Stack course is now available for all annual paid subscribers

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nichearizonatea · AI Realist

A model might seem cheap, but when we look at price per task, the picture changes. The cost changes depending on harnesses, reasoning effort and agentic loops’ configurations.

The AI can get really expensive even with cheap models.

That is why I made the Optimise Your AI Stack self-paced course.

And for the launch we have a 20% discount on yearly subscriptions!

Annual subscribers:

Go to the course

Monthly subscribers:

Upgrade to annual

No subscription wanted:

Buy the course

The course has five modules with audio and slides that play automatically. You can:

  • simulate your numbers with interactive calculators

  • play educational games

  • download the slides in PDF

  • listen to it on mobile and watch the slides

There is no schedule and no pressure to finish everything in one day.

The course includes:

  • five modules with audio

  • eleven tools

  • practical challenges

  • games that help you test what you know

  • live calculators that you can use with your own numbers

The point of the course is to help you understand your AI Stack and make better decisions about cost, tools and models. Open weight models and agentic harnesses are having a moment now - I want my subscribers to start benifiting from them.

This narration text is not AI-generated: it’s a grammar-polished transcript of me teaching this course live on the 30th of June to a small group of participants.

The next live event like this will take place on the 27th of August,

and it won’t be the same course: it will cover up-to-date models for August, plus a session on agentic harnesses. AI Realist paid subscribers get a 20% discount.

The audio is a clone of my voice, generated by a Minimax model.

The ideas, explanations and course content are mine from a live session.

It is right here: https://airealist.org/login - sign in with your Substack email. If you do not see it, message me - it is a bug.

upgrade now from monthly

Everyone else can try a preview:

You can look at the free preview before you decide to buy the course:

https://airealist.org/why-your-bill-exploded

No need to sign up to see the preview.

If you do not want a subscription at all, the complete self-paced course costs otherwise €19:

https://buy.stripe.com/eVq8wS4DMaAK6G97ftejK06

It is a live session in a small group. With registration you will also get access to the self-paced course.

  • €150 per seat: you get to participate in the workshop, do exercises and ask questions. You also get the self-paced course. Only 9 spots out of 20 left.

Annual subscription: https://msukhareva.substack.com/subscribe

Or upgrade: https://msukhareva.substack.com/account

Workshop: https://buy.stripe.com/9B65kGfiq8sCggJ6bpejK02

Self-paced courses are a new offering of AI Realist to the paid subscribers - I hope to add many more, so give your feedback on what you liked and what did not.

Read the original on msukhareva.substack.com

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