From Technical Accuracy to Human Judgment: Postplagiarism and the Future of Accounting Education

by Naomi Paisley

On May 4, 2026, at the 16th Annual CPA Education Foundation Conference for Accounting Educators in Red Deer, Christa Hill of Tacit Edge delivered a presentation titled The Structural Shift of AI in Professional Education and Business. Addressing accounting educators directly, Hill argued that artificial intelligence is not simply another technological tool but a structural transformation reshaping professional work, organizational design, and educational preparation.

Drawing on examples from business, workforce demographics, and professional practice, Hill emphasized that accounting graduates are entering workplaces where intelligence is increasingly abundant and accessible through AI systems. Her presentation challenged educators to reconsider what should be taught, assessed, and valued in accounting education if technical competencies alone are no longer sufficient indicators of professional readiness.

Hill’s presentation resonated with several of Sarah Elaine Eaton’s six tenets of postplagiarism when viewed through the lens of accounting education. Eaton defines postplagiarism as an era in which advanced technologies become a normal part of teaching, learning, and professional life. Rather than resisting this shift, Hill argued that accounting educators must redesign learning around it.

Eaton’s first tenet that hybrid human–AI writing will become normal extends naturally to broader professional practice. Hill’s vision of the “business context hive,” where professionals interact continuously with AI systems that synthesize organizational knowledge in real time, illustrates how hybrid human–AI collaboration is becoming embedded in workflows. For accounting educators, this raises important questions about assessments that continue to emphasize technical reproduction rather than authentic professional judgment.

Hill’s focus on strategic thinking and contextual reasoning also connects to Eaton’s tenet that human creativity is enhanced, not replaced, by AI. While AI can generate scenarios, recommendations, and analyses, Hill emphasized that humans retain the distinct capacity to determine which questions matter and what actions should follow. In accounting education, this suggests a growing need to assess ethical reasoning, interpretation, and decision-making rather than procedural accuracy alone.

The presentation reinforced Eaton’s argument that humans can relinquish control, but not responsibility. Hill repeatedly emphasized that AI may produce recommendations, but professionals still carry the consequences of decisions, describing this accountability as “the new professional competency.” This has direct implications for accounting assessments, where students may increasingly need to demonstrate how they evaluate, verify, challenge, and justify AI-supported outputs.

Finally, Hill’s call for educators to develop their own AI literacy before guiding students reflects Eaton’s argument that historical definitions of plagiarism must be transcended rather than simply rewritten. In a postplagiarism era, integrity reframes around human accountability, judgment, and ethical stewardship in AI-mediated environments.

Naomi Paisley is a research assistant and doctoral student in education whose work explores academic integrity, ethics education, and assessment design in accounting education. Her research examines how postplagiarism frameworks and AI are reshaping professional learning, judgment, and human accountability.

References

Eaton, S. E. (2023). Postplagiarism: Transdisciplinary ethics and integrity in the age of artificial intelligence and neurotechnology. International Journal for Educational Integrity, 19(23). https://doi.org/10.1007/s40979-023-00144-1

Hill, C. (2026, May 4). The Structural Shift of AI in Professional Education and Business [Presentation]. 16th Annual CPA Education Foundation Conference for Accounting Educators, Red Deer, Alberta.