Emerging Technologies and Live Streaming Questions

Candidates should describe how emerging technologies such as artificial intelligence, machine learning, and generative artificial intelligence can be applied in the streaming domain, and how to integrate live content capabilities at scale. Discussion should include candidate use cases for personalization, content generation and augmentation, automated metadata extraction, encoding optimization, moderation, model training data pipelines, model serving and online inference, latency and resource trade offs for real time features, experiment and validation infrastructure, and privacy safety and fairness considerations. For live streaming, cover low latency ingestion and distribution, real time bitrate adaptation, client synchronization, moderation and content safety, and failover strategies. Interviewers assess the candidate's ability to balance innovation with operational stability, data needs, and regulatory risk.