Session 2-G
Data Governance for AI: A Vision of the Future
One of the major trends in automating data management and data analytics is AI (artificial intelligence). However, there is much controversy developing around the ethical use of AI and how to audit for it.
AI models are objectively simple, they take in data and then learn patterns from this data to generate an output. Systems like ChatGPT and Google Board, considered Large Language Models (LLM’s) are not any different and when we look to manage and govern the deployment of these type of AI models, we must first focus on governing the data that the AI models are trained on.
This requires us to understand the origin, sensitivity, and lifecycle of all the data that we use. It is the foundation for any AI Governance practice and is crucial in mitigating a number of risks.
This session will further discuss what it is going to take to build data governance policies and procedures into the AI model, to address not only current regulations such as GDPR but the potential of future regulations and audit controls as the use of AI is becoming more extensive in all industries and across the globe.
Speaker
MARTHA DEMBER
Data Management Advisory Consultant at MM&I Data Management Advisory Services
