According to DeepLearning.AI (@DeepLearningAI), Andrew Ng emphasizes the importance of sharing AI apps early in the development process to accelerate improvement. In the 'Build with Andrew' series, Ng advises AI developers to present their prototypes to friends, family, or colleagues for actionable feedback. This iterative approach enables teams to identify usability issues, enhance product-market fit, and reduce time-to-market for AI-powered applications. The method is particularly effective for startups and enterprises seeking to leverage AI for practical, real-world solutions, as rapid iteration based on early user input can lead to more successful AI product launches (source: DeepLearning.AI, Jan 15, 2026).