alay2shah · Oct 6, 2026 · Sep 24, 2026
diff --git a/lfm/help/model-license.mdx b/lfm/help/model-license.mdx
@@ -1,30 +1,32 @@
 ---
-title: "Model License"
+title: "LFM Open License User Guide"
 description: "Understand how you can use, modify, and distribute Liquid Foundation Models under the LFM Open License v1.0."
 ---
 
-<Info>Last updated: April 2, 2026</Info>
+<Info>Last updated: September 24, 2026</Info>
 
-The **LFM Open License v1.0** governs the use of models we release publicly. This guide explains the license in plain, approachable terms — for the complete legal text, see the [LFM Open License v1.0](https://www.liquid.ai/lfm-open-license-v1.0).
+The [LFM Open License v1.0](https://www.liquid.ai/lfm-license) governs the use of models we release publicly under this license. This guide explains the license in plain terms.
+
+For the complete license text, see the [LFM Open License v1.0](https://www.liquid.ai/lfm-license).
 
 ## At a Glance
 
 | Question | Answer |
 |----------|--------|
-| Can I use the models commercially? | Free if your annual revenue is under **$10M USD**. Paid license required above that. |
-| Can I use them for research or nonprofit work? | Yes, free with no revenue threshold. |
-| Can I modify the models? | Yes, but the $10M revenue threshold still applies to modified models. |
+| Can I use the models commercially? | Free if your annual revenue is under **$10 million USD**. A paid license is required above that threshold. |
+| Can I use the models for research or nonprofit purposes? | Yes, free with no revenue threshold. |
+| Can I modify the models? | Yes, but the **$10 million USD** revenue threshold applies to modified models too. |
 | Do I have to open-source my modifications? | No. |
-| Do I own my modifications? | You own your modifications. Liquid AI owns the base models, and derivative models remain subject to this license. |
-| Can I distribute the models? | Yes, with attribution. |
+| Do I own my modifications? | You own your modifications, but Liquid AI owns the base models. Derivative models remain subject to this license. |
+| Can I distribute the models? | Yes, subject to the distribution requirements below. |
 
 ## Overview
 
 The LFM Open License is based on **Apache 2.0**, granting broad, royalty-free, perpetual rights to use, modify, and distribute our models and their derivatives. The key difference from Apache 2.0 is a **commercial use threshold**: free commercial use is limited to companies with annual revenue under $10 million USD.
 
 ## Using the Models
 
-You can use, modify, fine-tune, and distribute the models for any purpose — including commercial products and services.
+You can use, modify, fine-tune, and distribute the models for any purpose, including commercial products and services.
 
 <AccordionGroup>
 
@@ -40,30 +42,55 @@
 
 ## Commercial Use
 
-Companies with annual revenue **under $10 million USD** can use the models at no cost for commercial purposes.
+Companies with annual revenue under **$10 million USD** can use the models at no cost for commercial purposes.
+
+If your company's annual revenue exceeds **$10 million USD**, your right to use the models commercially under this license ends. Contact [sales@liquid.ai](mailto:sales@liquid.ai) to obtain a commercial license.
 
-If your company's annual revenue **exceeds $10 million USD**, your right to use the models commercially under this license ends. Contact [sales@liquid.ai](mailto:sales@liquid.ai) to obtain a commercial license.
+<AccordionGroup>
 
 <Accordion title="What counts as commercial use?">
 Any use for direct or indirect commercial advantage or monetary compensation.
 </Accordion>
 
+<Accordion title="How does the threshold apply if I distribute the models to customers?">
+The threshold applies separately to each company using the models commercially. Your company’s revenue determines your right to use and distribute the models commercially. If a downstream customer uses the models commercially, that customer’s own revenue determines whether it needs a commercial license. A customer with annual revenue over **$10 million USD** needs a commercial license from Liquid AI.
+</Accordion>
+
+<Accordion title="Can I get a commercial license that covers my customers or end users?">
+The open license doesn’t automatically cover a downstream customer’s commercial use. If you are interested in a custom commercial license covering your customers or end users, contact [sales@liquid.ai](mailto:sales@liquid.ai) to discuss available options.
+</Accordion>
+
+</AccordionGroup>
+
 ## Research & Nonprofit Use
 
 Qualified nonprofits (501(c)(3) or equivalent) can use the models for non-commercial or research purposes with **no revenue threshold**.
 
+<AccordionGroup>
+
 <Accordion title="What qualifies as a nonprofit?">
-Organizations exempt under Section 501(c)(3) of the U.S. tax code, or equivalent charitable/educational organizations in other jurisdictions.
+Organizations exempt under Section 501(c)(3) of the U.S. tax code, or equivalent charitable or educational organizations in other jurisdictions.
+</Accordion>
+
+<Accordion title="What about for-profit schools and education companies?">
+For-profit organizations using the models commercially remain subject to the commercial-use threshold.
 </Accordion>
 
+</AccordionGroup>
+
 ## Distribution Requirements
 
 When distributing the models or derivatives, you must:
 
 - Include a copy of the license
 - Retain all copyright and attribution notices
+- Include the NOTICE file if one is provided with the model
 - Mark any files you have modified
 
+<Accordion title="Can I say that my product uses Liquid AI models?">
+Yes. You may say that your product uses Liquid AI models, but the license doesn’t allow broader use of Liquid AI’s trademarks or branding.
+</Accordion>
+
 ## Termination
 
 The license terminates **automatically and immediately** if you violate any of its terms. Upon termination, you must stop using the models and delete all copies.
@@ -72,12 +99,10 @@
 
 The LFM Open License is based directly on Apache 2.0. Other than the differences below, the licenses are identical.
 
-| Area | What Changed |
-|------|-------------|
-| **Conditional License Grants** (Sections 2 & 3) | Copyright and patent grants are explicitly "subject to" the commercial use limitation. |
-| **Commercial Use Limitation** (Section 5) | Free commercial use is limited to companies with under $10M in annual revenue. This is the most significant change. |
-| **Specific Licensor** | The "Licensor" is explicitly defined as "Liquid AI, Inc." |
-| **Termination** (Section 11) | The license terminates automatically if you fail to comply with its terms. |
+- **Conditional License Grants (Sections 2 & 3):** The grants for both copyright and patent rights are explicitly "subject to" the commercial use limitation.
+- **Commercial Use Limitation (Section 5):** This is the most significant change. The LFM Open License adds a condition that limits free commercial use to companies with under $10 million in annual revenue.
+- **Specific Licensor:** The "Licensor" is explicitly defined as "Liquid AI, Inc." for clarity.
+- **Termination Clause (Section 11):** The license terminates automatically if you fail to comply with its terms (namely the commercial use restriction).
 
 ## Contact