Last updated: 23 June 2026

These Terms of Use ("Terms") govern your access to and use of FBA Lab at bubblnet.com, the First Break AI Discord community, office hours, lessons, and any related materials (together, the "Service"). The Service is operated by AIEdx Private Limited (bubblspace.com) ("we", "us"). By using the Service, you agree to these Terms. If you do not agree, please do not use the Service.

1. What FBA Lab is

FBA Lab is a paid interactive study environment for learning LLM training and inference from real source code — block-synced diagrams, terminal logs, and explanations. Study Mode is available now; GPU Mode may follow.

First Break AI (cohort.bubblnet.com) is a related free educational cohort. The Service is provided for learning and experimentation — for anything in a regulated domain (legal, financial, medical, etc.) please confirm with a qualified professional before acting on it.

Some parts of the Service are paid. Where that is the case, we tell you clearly before you opt in.

2. Cancellation

If you purchase paid access to FBA Lab:

• Study Mode: You may request cancellation within 15 days of your payment date. Email contact@bubblspace.com with your payment details (transaction ID, payment date, and the email or Discord account used for access). Our team will review your request and get back to you.
• GPU Mode: Cancellation is not available until the end of the service period for your purchase.

3. No guarantees

We do not promise any specific outcome from your participation. Specifically:

• No job, internship, or placement is guaranteed.
• No certificate, degree, or accreditation is issued unless we explicitly say so.
• No income, funding, admission, or career outcome is guaranteed.
• Content, schedule, lessons, lab tracks, and links may change at any time.

4. Your responsibilities

You are responsible for:

• Your own cloud bills, GPU credits, API keys, and dataset license costs (when using GPU Mode or external tools).
• The legality of how you use models, datasets, code, and tools you learn about here.
• Backing up your own code, notebooks, and project work.
• Following the rules of any third-party platform you connect through us (Discord, GitHub, Hugging Face, etc.).
• Providing accurate information in your FBA Lab access request.

We are not liable for charges you incur on third-party services, lost work, or misuse of tools you discover through the Service.

5. Acceptable use

When using FBA Lab or the Discord community, you must not:

• Post or share pirated courses, cracked software, leaked credentials, leaked API keys, or stolen datasets.
• Use the Service to plan or build scams, phishing, malware, deepfake abuse, credential theft, harassment, or evasion of safety systems.
• Harass, bully, or abuse anyone — including based on caste, religion, gender, race, or sexuality.
• Share NSFW content or behave inappropriately toward minors.
• Spam, mass-DM, or run aggressive self-promotion, referral, or affiliate schemes.
• Misrepresent your identity, age, or affiliation.
• Share your FBA Lab account or bypass access controls.

See our Community Guidelines for the full list.

6. Age

The Service is recommended for learners aged 16 and above. If you are under 18, you may participate only with the permission of a parent or guardian. See our Privacy Policy for details.

7. Office hours and recordings

Office hours are live sessions on the cohort site. By participating you agree that:

• Sessions may be recorded, transcribed, and summarized into lesson material.
• Learner names are anonymized wherever possible.

If you do not want your contributions used this way, do not share them in office hours or public community channels.

8. Your content

You retain ownership of the projects, code, notes, and other content you create. By posting in public First Break AI channels you grant us a non-exclusive, royalty-free, worldwide licence to reference, quote, summarize, or showcase your contribution as part of learning material, with reasonable attribution. You can ask us to remove your contribution at any time by emailing the address in Section 15.

9. Our content

Lessons, lab material, blog posts, diagrams, and other content we publish are made available for your personal, non-commercial learning. Unless we say otherwise, you may not repackage, resell, or republish our material as your own.

10. Third-party services

The Service links to and depends on third-party platforms — Discord, GitHub, Hugging Face, Google (Analytics), Cloudflare, and others. Your use of those platforms is governed by their terms and privacy policies, not ours.

11. Removal and termination

We may remove content, mute or ban users from Discord, revoke FBA Lab access, or restrict access to the Service if we believe these Terms or the Community Guidelines have been broken. Moderators have final say on what stays on the server.

12. Disclaimer and limitation of liability

The Service is provided "as is" and "as available", without warranty of any kind. To the maximum extent permitted by law, we are not liable for any indirect, incidental, special, or consequential damages arising from your use of the Service. Nothing in these Terms limits liability that cannot be limited by law.

13. Changes to these Terms

We may update these Terms from time to time. The "Last updated" date at the top of this page will change. Continued use of the Service after a change means you accept the updated Terms.

14. Governing law

These Terms are governed by the laws of India. Any dispute that is not resolved informally will be subject to the courts of competent jurisdiction in India.

15. Contact

Questions about these Terms: contact@bubblspace.com.