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Terms of service

The short version: study hard, be decent.

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: 2026-05-16

Using the service

  • LiminalML is a study tool for individual learners. You may use it for your own 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

  • You need an account to use the app. 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.