Projects on AiR HUB

OpenRG

Mon, 01 Jan 0001 00:00:00 +0000

OpenRG is an open-source initiative focused on building the infrastructure needed to ensure responsible AI governance and promote AI-driven consumer protection efforts. As AI tools are increasingly adopted for player monitoring, personalization, and risk detection, this project aims to create transparent, auditable, and accessible systems that promote ethical use and prevent harm. OpenRG will develop modular, open-access tools - e.g., model cards, feature libraries, data sets - that empower researchers, developers, and regulators to evaluate and improve AI systems. By prioritizing openness, OpenRG supports a future where AI is not a proprietary luxury, but a shared standard that raises the bar for industry accountability and player safety.

LLMs and Sports Betting

Mon, 01 Jan 0001 00:00:00 +0000

Following the 2018 repeal of the Professional and Amateur Sports Protection Act (PASPA), legal sports betting has expanded rapidly throughout the United States, introducing a substantial number of new and often inexperienced bettors to the market. In this evolving landscape, Artificial Intelligence (AI), specifically Large Language Models (LLMs), provides an accessible platform for individuals to research sports betting and address potentially sensitive inquiries regarding their gambling habits.

This project was awarded the UNLV Sports Innovation Institute Catalyst Grant, and is co-funded by the Nevada Governor’s Office of Economic Development and Playtech Plc. The project includes three integrated studies:

RG Benchmarks

Mon, 01 Jan 0001 00:00:00 +0000

RG Benchmarks is the first flagship project under OpenRG, focused on developing the industry’s first sector-led benchmarking framework for AI algorithms used to identify at-risk players. Despite the growing use of machine learning to support responsible gambling, there is currently no standardized way to evaluate the fairness, accuracy, and effectiveness of AI-based systems. RG Benchmarks addresses this gap by introducing a transparent, objective evaluation framework that enables meaningful comparison of risk detection models over time and across providers. By supporting researchers, operators, regulators, and vendors, this initiative aims to drive innovation, improve harm prevention efforts, and raise global standards for AI accountability in gambling.

State of AI in Gaming

Mon, 01 Jan 0001 00:00:00 +0000

The 2026 Inaugural State of AI in Gaming report is now available.

Access the full report at: www.igiairhub.com/state-of-ai