A study from Cambridge Judge Business School and UC Santa Barbara finds that freelance platforms fail to recognize credentials accumulated by skilled older workers, creating a 'reputation system misalignment' that hinders their transition from traditional employment to gig work. Late-career workers seeking flexible work struggle because platforms prioritize recent platform activity over decades of professional experience, and older workers' expectations differ from younger ones who view freelancing as a stepping stone.