The bar for AI Apps has moved fast. Customers already expect high quality, low latency, reliability, and near-zero marginal cost by default. On this panel, Sarah Guo and Tuhin Srivastrava discuss why serious AI applications are taking more control over their models and inference, the tradeoffs between specialized systems and monolithic models, and what investors look for as signals of durable advantage as the bar keeps rising.