License

Are we at a point where software engineers, AI engineers, or software architects should be required to have some form of formal licensure or professional certification? I’m asking in the broader professional sense, not just in narrow regulated cases. For most software and AI roles, people are still hired based on education, experience, and skills rather than a formal license. That made sense in the past. The field was newer, talent was scarce, and many highly capable people came through nontraditional paths like being self taught, learning on the job, attending bootcamps, or even dropping out of college. The priority was to build infrastructure and applications as fast as possible. But now, in the age of AI, writing code is becoming cheaper. What seems to matter more is accountability for the output, the consequences, and the architectural decisions behind the systems being built, especially when software affects safety, finance, infrastructure, national security, civil rights, or millions of users. So I’m wondering two things. Are there situations today where some kind of license is actually required? And more broadly, would it be better for society if the field moved toward a more formal accountability model in the future, at least for high impact systems? I’m not necessarily arguing for a universal license for everyone who writes code. That would probably create gatekeeping and slow innovation in a field that has benefited a lot from nontraditional talent. But for high impact systems, some form of licensure, certification, or professional signoff feels harder to dismiss if we want real accountability.