Fair Play Lab

Checkmate's Fair Play Innovation Lab, established in collaboration with the Australian Artificial Intelligence Institute (AAII) and VADR Media represents a groundbreaking initiative in online chess .

Checkmate's Fair Play Innovation Lab At Checkmate, fair play is our top priority. We've established the Fair Play Innovation Lab, a groundbreaking collaboration with the Australian Artificial Intelligence Institute (AAII) and VADR Media to lead the charge in online chess integrity.

This world-class partnership harnesses cutting-edge AI research from the University of Technology Sydney and combines it with industry expertise to tackle the complex issue of cheating in online chess.

Our Mission

The Lab is dedicated to:

• Developing advanced anti-cheat systems: We create and refine sophisticated tools that proactively detect and prevent cheating.

• Analyzing gameplay data to identify cheating patterns: By meticulously studying game patterns and player behavior, we pinpoint suspicious activity and potential rule violations.

• Predicting unfair play: Through AI and machine learning, we aim to anticipate and counteract cheating tactics across all skill levels and game speeds.

• Shaping the future of online chess: We're committed to building a fair and enjoyable environment for all players, now and in the future.

• Developing new coaching solutions: We're also using our technology to create innovative coaching tools that will help players improve their skills. These tools are expected to launch in early 2025 after thorough testing.

Our Partners

• Australian Artificial Intelligence Institute (AAII): A global leader in AI research, AAII contributes advanced algorithms, theoretical foundations, and expertise in various AI areas, including computational intelligence, computer vision, machine learning, and data science.

• SzuperChess: Acquired by Checkmate in 2023, SzuperChess brings a proven track record in combating online chess cheating. Its AI and computer vision-based approach, which uses webcams to monitor match integrity, lays a strong foundation for the Lab's work.

Our Evidence-Based Approach

• Leveraging Checkmate's data: We use the vast gameplay data generated on our platform to train and refine our anti-cheat algorithms and coaching tools, keeping them up-to-date with evolving cheating tactics.

• Collaboration: Academia meets industry in our Lab, creating a multi-faceted approach to tackle online chess integrity and player development.

• Cutting-edge tech: We employ the latest AI, machine learning, and computer vision to detect cheating and develop personalized coaching solutions.

• Cloud-based power: Cloud computing allows us to process massive amounts of data in real-time for faster, more accurate cheat detection.

Key Anti-Cheating Technologies

• Sixth-i Co-pilot: Developed with AAII, this AI tool identifies even subtle cheating, giving our Fair Play team evidence-based insights.

• Multi-Model AI: Sixth-i uses multiple AI models working together to detect various forms of unfair play, making it harder for cheaters to slip through.

• Continuous R&D: We're dedicated to ongoing research and development, refining our anti-cheat algorithms and exploring new features to keep Checkmate Live ahead of the curve.

Our Impact

• Enhanced fair play: Our efforts create a more secure and equitable online chess environment where players can compete confidently.

• Innovation: We're pushing the boundaries of anti-cheat technology and setting new standards for the industry.

• Player Confidence: Our work seeks to build trust, assuring players that we're committed to a fair and enjoyable experience.

• Skill Development: Our upcoming coaching tools will help players improve their game and reach new heights.

The Fair Play Innovation Lab demonstrates Checkmate's unwavering dedication to fair play, player development, and creating a positive online chess community for everyone.