2) an evaluation phase where participants assessed ChatGPT’s performance incompleting these tasks. These activities were designed to improve GAI literacy while alsobuilding the 3 Cs of the entrepreneurial mindset (connection-building, curiosity, and creatingvalue) [11].The survey portion of the activity included ten different tasks for participants to evaluate. Foreach task, participants were asked to rate their confidence that ChatGPT would be able tocomplete the task on a scale from 1-5 with 1 being “not confident at all” and 5 being “veryconfident”. Participants were instructed to not complete any testing during this phase. Further,these tasks were designed to be relevant to the participant group, so each of the three groups hadslightly
it to suit their specific program requirements.While the PFE Qualification Plan was developed specifically within the context of engineeringeducation at the University of South Florida, its foundational principles are broadly applica-ble to a wide range of disciplines and institutional contexts. The core elements, structuredgoal setting, ambition level benchmarking, and competency-based tracking, align closely withbroader educational initiatives such as the Kern Entrepreneurial Engineering Network (KEEN)focus on entrepreneurial mindset development and the National Academy of Engineering’s(NAE) Grand Challenges Scholars Program, which emphasizes competencies beyond tech-nical expertise. Institutions seeking to enhance career readiness can