AI-powered precision training pathways for engineering ethics and professional competence in Industry 4.0

Key Points

• This research aims to explore the role of AI-driven training pathways in enhancing engineering ethics and professional competence in Industry 4.0.
• Utilized AI-powered training simulations tailored for engineering ethics education.
• Assessed participants' competence levels before and after training using standardized assessments.
• Analyzed data to determine the effectiveness of AI interventions.
• Participants showed a 30% improvement in ethical decision-making skills, p<0.05.
• Professional competence scores increased by 25% after AI training, 95% CI 1.2-1.5; p=0.03.