This guideline project aims to leverage lessons learned and develop a framework for the industry so that organizations can develop a strong business and technical foundation for scalable and successful AI applications.
This project will develop guidance that will help improve industry understanding of AI and its use cases in mining, reduce barriers to entry, anticipate and mitigate bias, and increase confidence and trust in AI technologies.
Business Foundation: Options and considerations for approaching an AI program/project from a business perspective.
Technical Foundation: Technical challenges and considerations such as data collection and exploration, model selection and validation, interpreting results and communicating insights, and implementing, documenting, and maintaining the AI system.
Ethics: Ethical challenges such as bias and constraints and security and safety considerations.
Education: A framework for demonstrating the level of detail necessary to gain acceptance/trust to execute AI projects.
This guideline is in the later stages of content generation where experts are refining the content to be more specific to mining and identify any other required changes before a final review of the draft. GMG is actively searching for participants, especially from mining companies, who have experience in an AI implementation project to contribute to finalizing this guideline.
If you are interested in participating, contact us here.