Abstract：Representation of Libraries in Artificial Intelligence Regulations and Implications for Ethics and Practice We are already living in an algorithmic societyAI policies and regulations are now emerging at the same time as more is learned about the implications of bias in machine learning setsthe surveillance risks of smart cities and facial recognitionand a Library AutomationAI may help automate certain library operationsRetrieval and IndexingUsing AI in searching research literature and conducting text analysis with language toolsInstitutional CollectionProviding access to collection data through AIThis article mentions the problems caused by biases in machine learningsuch as facial recognition and automated government decision-makingThe suggested AI strategies and regulations are closely related to these issues in machine learning