This podcast episode brings together experts Madeline Mitchell Stacy and Collin Walke to discuss the practical realities of ethical AI in today’s workplaces. The conversation explores real-world ethical dilemmas encountered with AI technologies, highlighting the complexities and decision-making processes involved. Guests share their personal “AI Ethics Cheat Sheets,” outlining essential principles such as transparency, accountability, and fairness that guide their daily AI work.

The panelists explain how they apply ethical guidelines to everyday tasks, especially when facing tight deadlines or limited resources.

They identify frequently misunderstood ethical principles in AI—like bias mitigation and data privacy—and discuss strategies for prioritizing ethics under pressure. Looking ahead, the discussion addresses the evolving challenges as AI becomes more deeply integrated into society, emphasizing the importance of preparing the next generation of AI practitioners to lead with integrity and responsibility.

The episode concludes with actionable advice for newcomers to the field, emphasizing the value of lifelong learning, seeking diverse perspectives, and committing to ethical standards from the start of one’s AI journey. Listeners gain practical insights and a foundational “cheat sheet” for navigating the ethical landscape of artificial intelligence.

In this episode of AI Unpacked | Oklahoma Edition, the focus is on Career Technical Education. The CTE Podcast focuses on the transformative impact of artificial intelligence in career and technical education. Centered on the theme "AI and the Future of Skilled Trades," this episode brings together industry experts and educators to discuss how AI is being integrated into fields such as manufacturing, automotive, and construction. Listeners will learn how automation and intelligent technologies are reshaping traditional vocational roles, enhancing efficiency and safety, and driving innovation in hands-on learning environments.

The episode addresses pressing ethical concerns related to the adoption of AI in vocational education, including challenges faced by instructors when incorporating AI into practical curricula. It highlights the types of AI tools most relevant for CTE students and faculty, and explores successful models for teaching AI in technical fields. Guests share real-world examples of AI’s benefits and discuss how CTE programs are preparing students for future workplaces that are increasingly powered by advanced technologies.

Listeners will gain insights into emerging AI technologies affecting skilled trades, strategies for curriculum adaptation, and expert advice for CTE leaders navigating the evolving landscape of work. Whether you are an educator, student, or industry professional, this episode offers valuable perspectives on the role of AI in shaping the future of career and technical education.