Quick review of a poll who asked attendees to identify their top priorities when developing machine learning based applications. The results show that the most important priority for the attendees was ensuring high accuracy in domain-specific tasks. Managing real-time data updates efficiently, reducing latency, and balancing cost with scalability were also identified as priorities, but were considered less important than accuracy.