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: 2026-09-05

Studio artifacts and one-time exports

Studio lets you edit technical explanations, create share links, and export project files without an account. The visual formats use fixed illustrative models; you are responsible for checking the accuracy and suitability of your explanation.
An unbranded HTML export costs $12 USD once per Studio project. This is not a subscription. The purchase permits you to use, publish, embed, and deliver that exported artifact for your own work or client work, including the runtime needed to make it interactive.
Later edits to the same project can be exported using its matching export key. Keep your downloaded files and export key: local browser drafts are not an account backup. Shared links are snapshots and do not update when you edit the project.
Studio purchases do not start, renew, or change a Study Pro subscription. The remaining subscription and account terms apply to Study where relevant.

Using the service

LiminalML provides Studio for creating explanations and Study for individual preparation, reviewing, research, and skill building.
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 after a 7-day free trial. You’ll need a payment method to start the trial.
Cancel any time from the Stripe customer portal or by emailing hello@liminalml.com. After cancellation you keep Pro access until the end of the current billing period.
We do not offer prorated refunds for partial months. 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 hello@liminalml.com.