Legal Information

Terms & Conditions – TensorTonic

Effective Date: 1st November, 2025

Welcome to TensorTonic. By accessing or using this website and platform, you agree to these Terms & Conditions. If you do not agree, please do not use TensorTonic.

TensorTonic is currently an independently operated platform. These terms form a binding agreement between you (the "User") and the creator/operator of TensorTonic.

Important: All content on TensorTonic, including our comprehensive ML Math educational materials, is protected by copyright. Unauthorized copying, reproduction, or distribution is strictly prohibited and will be pursued legally.

1. Introduction

TensorTonic ("we", "our", "the Platform") is an interactive learning platform where users build machine learning algorithms from scratch through hands-on coding challenges, explore foundational ML mathematics, and engage with research-level concepts through guided problem-solving.

These Terms & Conditions govern your use of the Platform, including all content, coding environments, features, and services provided.

2. Eligibility & Account Use

You must be at least 13 years old to use TensorTonic. If you are under your local age of digital consent, you must have parent/guardian permission.

You are responsible for maintaining the confidentiality of any login credentials and all activity under your account.

You agree not to:

• Attempt to hack, reverse-engineer, or disrupt the platform or coding infrastructure
• Upload malicious, harmful, or illegal code
• Use TensorTonic to train or deploy harmful AI systems
• Share other users' content or paid materials without permission

3. Use of Code Execution Environment

TensorTonic may execute code via third-party infrastructure such as sandboxes or cloud environments.

Your code runs in an isolated environment, but:

• We do not guarantee complete security for sensitive data
• You should not upload personal, confidential, or production credentials
• Code execution is best effort: processing time, runtime failures, or resets may occur
• Any misuse may lead to suspension

4. Payments & Subscriptions

TensorTonic is currently free to use. In the future, premium features may be introduced. When paid plans launch, updated terms covering payments, refunds, and subscriptions will be provided.

5. Intellectual Property Rights

Owned by TensorTonic: All platform content is the exclusive intellectual property of TensorTonic, including but not limited to:

• All ML Math educational content, tutorials, explanations, and written materials
• Problem statements, coding challenges, and their solutions
• Interactive visualizations, diagrams, and graphical representations
• Research explanations and technical blog content
• Platform UI/UX design, graphics, logos, and branding
• The selection, arrangement, and presentation of educational materials

Owned by Users: Any original code, solutions, theory answers, or content you create remains your property.

By submitting content or code on TensorTonic, you grant us a non-exclusive, worldwide license to store, process, and display it within the platform.

6. Content Protection & Prohibited Activities

All educational content on TensorTonic, is protected by copyright and intellectual property laws. You expressly agree NOT to:

• Copy, reproduce, or duplicate any content from TensorTonic, in whole or in part, for any purpose
• Scrape, crawl, or use automated tools to extract content, data, or materials from the platform
• Create derivative works based on our educational content, visualizations, or explanations
• Republish or redistribute content on any other website, platform, application, or medium
• Use content for commercial purposes including but not limited to creating competing educational products or services
• Remove, alter, or obscure any copyright notices, trademarks, or proprietary attributions
• Train AI/ML models on our content without explicit written authorization
• Mirror or frame any portion of the platform on external websites

Violation of these terms may result in immediate account termination, legal action, and claims for damages including statutory damages under applicable copyright law.

7. DMCA & Copyright Infringement

TensorTonic respects intellectual property rights and expects users to do the same. If you believe your copyrighted work has been infringed upon, or if we discover that our content has been copied without authorization, we will take appropriate action.

We actively monitor for unauthorized use of our content and will pursue legal remedies against infringers, including but not limited to injunctive relief, actual damages, and statutory damages.

8. Limited Personal Use License

TensorTonic grants you a limited, non-exclusive, non-transferable, revocable license to access and use the platform solely for your personal, non-commercial educational purposes. This license does not include:

• Any right to resell, sublicense, or transfer access to others
• Permission to use content for commercial educational services
• Authorization to create courses, tutorials, or educational materials based on our content
• Rights to use our content in any publication, presentation, or public display without written consent

9. Academic Honesty & Fair Use

TensorTonic is intended for personal learning purposes. Users agree not to use the platform for academic dishonesty, plagiarism, or cheating in exams, coursework, or hiring assessments.

"Fair use" as defined by copyright law does not extend to wholesale copying, systematic reproduction, or commercial exploitation of our educational content.

10. Disclaimer & Limitation of Liability

TensorTonic is provided "as-is" and "as available". We do not guarantee that solving questions will lead to a job or internship, that all solutions will be fully correct, or that platform availability will be uninterrupted.

11. Termination of Access

We reserve the right to suspend or terminate user accounts immediately and without prior notice if:

• These Terms are violated, including any content protection provisions
• Malicious code is detected or the platform's integrity is at risk
• We suspect unauthorized copying, scraping, or redistribution of content
• The account is used for competitive intelligence or commercial exploitation

Termination does not limit our right to pursue other legal remedies.

12. Indemnification

You agree to indemnify, defend, and hold harmless TensorTonic, its creator, and affiliates from any claims, damages, losses, or expenses (including attorney fees) arising from:

• Your violation of these Terms
• Your infringement of any intellectual property or other rights
• Any content you submit or actions you take on the platform

13. Governing Law & Jurisdiction

These Terms shall be governed by and construed in accordance with applicable laws. Any disputes arising from these Terms or your use of TensorTonic shall be subject to the exclusive jurisdiction of competent courts.

14. Changes to Terms

These Terms may be updated in the future. If significant updates occur, users will be notified through the platform or email. Continued use of the platform after changes constitutes acceptance of the updated Terms.

15. Contact Information

For questions, legal concerns, or content removal requests:

📩 Email: support@tensortonic.com

Privacy Policy – TensorTonic

Effective Date: 1st November, 2025

Your privacy is important to us. This Privacy Policy explains what information TensorTonic collects, how it is used, stored, and what rights you have. By using the platform, you agree to the practices described below.

1. Information We Collect

We collect the following types of data:

2. How Data Is Stored

• Your data is stored securely in cloud databases using encryption
• Passwords are not stored in plaintext
• Code executed in sandbox environment is temporary and not permanently stored

3. How We Use Your Data

We use data to:

• Allow users to log in, solve problems, and save progress
• Track submissions, generate leaderboards, and provide personalized recommendations
• Improve platform performance, detect bugs, and prevent abuse
• Monitor for unauthorized access patterns, scraping, or content theft
• Enforce our Terms of Service and protect our intellectual property

We do not sell or rent your personal information to third parties.

4. Cookies & Tracking

• We use session cookies to keep you logged in
• We may use analytics cookies to understand user behavior
• You can disable cookies in your browser, but some features may stop working

5. Your Rights (GDPR / CCPA Compliance)

Depending on your region, you may:

• Request a copy of the data we hold about you
• Request deletion of your account and personal data
• Update or correct your information
• Contact us for any privacy-related concerns

To make a request, email us at support@tensortonic.com

6. Data Security

We take data protection seriously:

• All data is transmitted over HTTPS (SSL encryption)
• Passwords are hashed using industry standards (never stored in plaintext)
• Code runs in isolated environments to protect system integrity

However, no system is 100% secure; users should avoid uploading sensitive or personal data in code.

7. Content Protection Monitoring

To protect our intellectual property and educational content, we may:

• Monitor access patterns and usage behavior for signs of automated scraping or bulk downloading
• Log IP addresses and user agents that exhibit suspicious activity
• Use technical measures to detect and prevent unauthorized content extraction
• Retain logs of access to educational content for copyright enforcement purposes

This monitoring is conducted solely to protect TensorTonic's copyrighted content and does not involve profiling for marketing purposes.

8. Children's Privacy

TensorTonic is not intended for users under 13 years old (or under 16 in EU per GDPR).

We do not knowingly collect data from children. If you believe a minor has provided personal data, contact us for removal.

9. Changes to This Policy

This Privacy Policy may be updated from time to time. If significant changes are made, we will notify users via the platform or email.

Continued use of the platform means you accept the new version.

10. Contact Us

For privacy questions, data requests, or concerns, contact us at:

📩 Email: support@tensortonic.com