Cookie Policy

Last updated: July 9, 2026

This Cookie Policy explains how PrivateAI Labs (PrivateAI Labs Limited) uses cookies on our website. We use cookies to improve your browsing experience, understand how you interact with our content, and provide secure access to our platform dedicated to federated learning and privacy in fiscal artificial intelligence.

What Are Cookies

Cookies are small text files stored on your device when you visit our website. They contain information about your browsing activity and preferences. We use cookies to enhance functionality, remember your settings, and improve security. Some cookies are essential for the website to function properly, while others help us understand how visitors use our platform and optimize content delivery. Cookies do not contain personally identifiable information unless you voluntarily provide it, though they may be linked to your account if you are logged in.

Types of Cookies We Use

Essential Cookies: These are necessary for core website functionality, including secure authentication, session management, and protection against security threats. Without these cookies, certain features would not work properly.

Performance Cookies: We use these to analyze how visitors interact with our site, which pages are most popular, and where users encounter issues. This data helps us improve the user experience and optimize our platform's performance.

Preference Cookies: These remember your settings and choices, such as language preferences and display options, so you do not need to reconfigure them on each visit.

Security Cookies: We employ these to detect and prevent fraudulent activity, protect against unauthorized access, and maintain the integrity of sensitive information related to secure model training.

Why We Use Cookies

We use cookies to provide a secure, personalized experience on our platform. They enable us to maintain your session, authenticate your identity, and protect against security vulnerabilities. Cookies help us understand which resources are most valuable to our Winnipeg institutional partners and researchers, allowing us to continuously improve our content and services. They also support our ability to deliver relevant information about federated learning, privacy-preserving technologies, and fiscal AI innovations. Additionally, cookies assist in load balancing and server optimization to ensure reliable access to our platform.

Managing Cookies

You have full control over cookies through your browser settings. Most modern browsers allow you to view, manage, and delete cookies at any time.

Google Chrome: Open Chrome, click the menu icon (three dots), select Settings, navigate to Privacy and Security, then choose Cookies and other site data. From there, you can view all cookies, delete them individually or in bulk, and configure cookie settings for specific websites.

Mozilla Firefox: Open Firefox, click the menu icon (three horizontal lines), select Settings, go to Privacy & Security, scroll to Cookies and Site Data, and click Manage Data. You can view stored cookies and remove them as needed. You can also set Firefox to reject cookies or ask you before accepting them.

Apple Safari: Open Safari, click Safari in the menu bar, select Preferences, go to Privacy, and choose your cookie settings. You can block all cookies, allow only from visited sites, or always allow them. Use the Manage Website Data button to view and remove specific cookies.

Important Note: Disabling cookies may affect website functionality. Essential cookies are required for secure login, session management, and proper platform operation. Disabling performance or preference cookies may result in a less personalized experience, but will not prevent basic access to our content. We recommend allowing essential cookies while controlling other types according to your preferences.

Your Rights and Choices

You have the right to accept or reject cookies (except essential ones required for website functionality). You can change your cookie preferences at any time through your browser settings. If you have questions about our cookie practices or wish to understand more about how your data is used, please contact us directly. We are transparent about our cookie usage and committed to protecting your privacy while providing secure access to our federated learning resources.

Updates to This Policy

We may update this Cookie Policy periodically to reflect changes in technology, legal requirements, or our practices. Updates will be posted on this page with a revised "Last updated" date. We encourage you to review this policy regularly to stay informed about how we use cookies. Continued use of our website following any changes indicates your acceptance of the updated policy.