This episode explores the integration of AI in email and productivity tools, focusing on Superhuman's experiences as an early adopter in the space. Against the backdrop of rapidly advancing AI technology, the discussion highlights the shift from simply making email faster to making it smarter, raising user expectations and necessitating a re-evaluation of product quality. Loic Ussier shares insights on tackling the challenge of varying user prompt skills by combining controlled classifiers with user-defined labels, emphasizing the need for user education and prompt libraries. As the discussion pivoted to product development, Ussier underscored the importance of agility in responding to disruptive innovations in AI, advocating for a test-and-optimize approach to feature implementation, starting with the best models and later optimizing for cost. More significantly, the conversation delves into the human element in AI workflows, noting that AI is helping to eliminate mundane tasks, allowing humans to focus on creativity and pattern detection. Emerging industry patterns reflected in the discussion include the shift in enterprise adoption of AI tools, driven by the opportunity cost of missing out, and the need for engineers to adapt to constant technological shifts.