Privacy Policy
1. Who We Are
AwareLiquid (also referred to as "MT-LNN", "the Project", "we", "us") is an open research project maintained by its contributors. The live demo is hosted at awareliquid.ai. This project is not affiliated with Liquid AI, Inc. or any of its products.
Contact for privacy matters: via GitHub Issues (label: privacy).
2. What Data We Collect
| Data type | Why | Where stored | Retention |
|---|---|---|---|
| Demo inputs — text you type into the live demo | Required to generate a model response | In-memory only during inference; not written to disk by default | Cleared on request completion |
| Episodic memory cards — identity / preference / emotion / plan / relationship / health / detail tags extracted from your conversation | Powers the "persistent memory" feature — the model recalls what you told it in the same session | Server-side SQLite (SESSION_DB) if the memory feature is active | Per-session; cleared when the session expires or on request |
| Server logs — IP address, timestamp, HTTP method, path, response code | Standard web server operation; error diagnosis | Host server log files | Up to 30 days, then rotated |
| No cookies | — | — | — |
| No analytics trackers | No Google Analytics, Mixpanel, or similar | — | — |
3. Third-Party Model Processing
The M1 demo model runs on top of TinyLlama-1.1B-Chat, a model loaded from the Hugging Face Hub at server startup. Your inputs are processed entirely on the AwareLiquid server — they are not sent to Hugging Face or any third party at inference time. The model weights are downloaded once and run locally.
4. How We Use Data
- To generate text responses to your demo inputs.
- To maintain within-session episodic memory (if the feature is active).
- To diagnose server errors and maintain uptime.
- We do not use your inputs to retrain or fine-tune any model.
- We do not share, sell, or license any user data to third parties.
5. Data Subject Rights
You may request deletion of any stored session memory or server logs referencing your IP address by opening a GitHub Issue labelled privacy. We will respond within 30 days. Because we do not collect account information or email addresses, verification is by IP address or session token you provide.
6. Research Demo Scope
AwareLiquid is an open research prototype. The demo is provided for research and evaluation purposes only. There is no paid service, no user accounts, and no personal data collected beyond what is described above. The demo carries no SLA and may be taken offline without notice.
Do not input sensitive personal data — medical information, passwords, financial details, or third-party confidential information — into the demo. The demo is not designed or audited for handling such data.
7. Security
The server enforces HTTPS, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options: DENY, and Strict-Transport-Security headers. GZip compression is applied to responses. No user passwords or payment data are stored.
8. Children
AwareLiquid is not directed at children under 13. We do not knowingly collect data from children.
9. Changes to This Policy
We may update this policy as the project evolves. Changes are reflected in the "Last updated" date above and committed to the GitHub repository. Continued use of the demo after a change constitutes acceptance.
10. Contact
Privacy enquiries: github.com/everest-an/M1 → Issues (label: privacy).