How leaders win over their team’s biggest AI skeptics | Superhuman’s Loic Houssier

Engineering teams effectively overcome AI skepticism by empowering respected, cynical senior developers to lead experimentation rather than enforcing top-down mandates. This bottom-up approach, facilitated by internal AI guilds, allows developers to identify high-leverage use cases—such as rapid onboarding to new stacks or automating complex, one-off tasks like open-source license compliance during due diligence—without disrupting core workflows. Measuring success relies on a balance of qualitative developer feedback and quantitative metrics like PR throughput, which tracks velocity gains while maintaining code quality. By fostering a culture of trust and providing "disposable" AI-generated tools, organizations drive meaningful productivity improvements. Loic Hosier, CTO of Superhuman, demonstrates how this strategy enables teams to navigate the rapid evolution of AI tools while maintaining rigorous standards and operational discipline.