Create thoughtfully. Share responsibly.

These are the terms that govern your use of LiminalML. Plain language, no surprises. If anything here doesn’t sit right, write to us before you sign up.

Last updated: 2026-11-08

Studio figures and downloads

Studio figures can be viewed and exported as SVG or PNG without an account. The figures use fixed illustrative models unless a caption says otherwise; you are responsible for checking that a figure is accurate and suitable for your use.
Figure exports are free. You may use, publish, and embed exported figures in your own work or client work. Previously purchased unbranded exports retain their existing rights.
The Studio editor, its share links and its HTML downloads were retired in November 2026. Share links made with the editor no longer open. If you bought an unbranded export and need help with it, email liminalmlprep@gmail.com.
Studio downloads do not start, renew, or change a Pro subscription.

Using the service

LiminalML provides Study for individual learning, preparation, research, and skill building, a Library of articles, and Studio figures for your own slides and papers.
Don’t use the service to scrape, resell, or build a competing product. Don’t attempt to extract the underlying model behavior wholesale.
You are responsible for the content you put into your profile and sessions. Don’t upload anything you don’t have the right to share.

Accounts

An account is needed for saved Study history and certain Study features. Studio and guest Study sessions can be used without one. Keep your password to yourself. You’re responsible for what happens under your account.
We may suspend an account that abuses the service — automated scraping, large-scale prompt extraction, or attempts to bypass the session limits.

Pro subscriptions

Pro is $9 per month or $72 per year. First-time subscribers get a 7-day free trial on either, and you’ll need a payment method to start it.
Cancel any time from the Stripe customer portal or by emailing liminalmlprep@gmail.com. After cancellation you keep Pro access until the end of the current billing period.
We do not offer prorated refunds for partial billing periods. We will refund clear billing mistakes — email us.

Content and IP

You own what you write. We get a limited license to store and process it solely so the app can show it back to you, generate review sessions, and provide feedback.
The interface, copy, taxonomy, brand mark, and pedagogical structure are ours. Don’t copy them wholesale into another product.

No warranty

LiminalML is a study companion, not an authority. Review sessions are generated by a language model and may contain mistakes. Verify against textbooks, papers, and primary sources for anything load-bearing.
The service is provided “as is.” To the maximum extent allowed by law, we disclaim implied warranties.

Changes

We may update these terms. If we make a material change we’ll surface it in-app before it takes effect.
Questions? Write to liminalmlprep@gmail.com.