Disclaimer: Educational analysis only. Not legal advice. AI has shortened product development cycles, globalised the hiring process, and blurred the distinction between ‘researcher’, ‘engineer’, and ‘founder’. A model can go from concept to production in weeks, and an open-source library can become infrastructure overnight. However, immigration systems still require stable, evidence-based narratives about individuals, their […]