Privacy and Security in Slack: Safeguarding Data in Features and Models

Aaron discusses the significance of data privacy in Slack and its relevance to both the feature engineering and model training processes. He emphasizes the importance of protecting customer data and maintaining privacy in business communications within Slack. Aaron highlights the careful considerations and precautions taken during feature design to ensure privacy, as well as the need to prevent models from memorizing and potentially exposing sensitive information shared in Slack. The episode sheds light on the critical role played by data …

business communications customer customer data data data privacy design engineering feature feature engineering features highlights importance privacy processes security significance slack training