The University of Toronto Settlement Is a Turning Point for Academic Integrity in Canada

May 22, 2026

On April 1, 2026, Justice Meaghan M. Conroy of the Federal Court of Canada issued a consent judgment confirming that the Easy EDU tutoring companies infringed the copyright of the University of Toronto and three named professors: Robert Gazzale, Lisa Kramer, and Ai Taniguchi. Joe Friesen covered the story for The Globe and Mail (paywalled, but worth tracking down). The settlement requires Easy EDU to pay $1 million in damages, plus HST and interest. A counterclaim by Easy EDU against the university was dismissed without costs. The case had been before the courts since 2022.

Friesen reported that Easy EDU reproduced course outlines, slide presentations, lecture notes, and assignments without authorization. In some instances, the company provided tests written by faculty with answers included, placing students at direct risk of academic misconduct violations. One published adjudication described how 180 students received a study package containing 22 questions that corresponded directly to questions a professor had written for an assessment. The student named in that case received a grade of zero and a 28-month suspension.

This case matters beyond copyright law and anyone who works in academic integrity in Canada should be paying attention Why? Because the case could set a precedent for how Canadian institutions respond when students use file-sharing services, term paper mills, or engage so-called academic consultants.

What the Settlement Exposes

Let’s be clear: the Easy EDU case did not emerge in isolation. The case reflects a pattern I and others have documented extensively. In Academic Integrity in Canada: An Enduring and Essential Challenge, which Julia Christensen Hughes and I edited and published with Springer in 2022, our contributors wrote about contract cheating in Canada in a number of chapters. Collectively, we traced the commercialization of academic support services as part of a broader commodification of higher education. The volume includes chapters on contract cheating in Canada and on EdTech-enabled contract cheating, both of which point to the same structural condition that made Easy EDU possible: a market for services that operates in parallel to formal education, targeting students under pressure, with few regulatory constraints.

Canada has no legislation against contract cheating companies. The U of T settlement is a copyright remedy, not a criminal one. Easy EDU was not shut down because what it did was illegal under a contract cheating statute. It was held responsible for reproducing materials that belonged to the university and its faculty. This distinction is important here because copyright law filled a gap that academic integrity policy could not. 

The Platformization of Academic Misconduct 

A recent 2026 study published in the British Educational Research Journal adds another dimension to this picture. My PhD student Gengyan Tang led this study, with Wei Cai and me as co-authors. Tang, Cai, and I examined commercial academic misconduct appeal services operating in China’s digital marketplace and found that these agencies target Chinese international students through platforms such as Xiaohongshu (RED). These services operate in a regulatory and ethical grey zone, packaging appeal support as a marketable product and translating case outcomes into metrics like success rates.

Tang, Cai, and I conceptualize this process as self-platformization: commercial actors reorganizing educational assistance in alignment with platform economies. The same logic applies to tutoring services like Easy EDU. These are not tutoring companies in any traditional sense. They are platform-aware businesses that use algorithms, social media, and scale to insert themselves into students’ academic lives at precisely the moments when students are most vulnerable.

The students in the U of T case were not, for the most part, bad actors. Many were international students navigating unfamiliar institutional systems, in some cases at risk of losing their study permits. Easy EDU identified that vulnerability and built a business model around it. One student, identified only by initials in the published adjudication, faced a 28-month suspension, not because they set out to deceive, but because a commercial service supplied unauthorized materials and they used them.

In our study, Tang, Cai, and I argue that institutions have invested heavily in prevention and detection but have largely ignored the post-violation stage. That gap is where commercial services can operate with relative ease because there is nothing stopping them from doing so. Universities focus on catching misconduct. Academic consulting services (i.e., contract cheating companies) profit from what happens next, whether that means supplying unauthorized test answers before an assessment or, as we found in our research, or coaching students through misconduct hearings afterward.

So What’s Next?

The U of T injunction permanently restrains Easy EDU from making further use of the university’s course materials. The university has committed to directing settlement proceeds toward student academic supports. These are constructive outcomes, and also insufficient on their own.

In Academic Integrity in Canada: An Enduring and Essential Challenge, I, together with other contributors, called for legislation that would deter contract cheating firms from operating in Canada. That call has gone largely unanswered. The U of T case demonstrates that copyright enforcement can achieve results where academic integrity policy alone cannot, but copyright litigation is expensive, slow, and available only to institutions with the resources to pursue it. The case took four years to resolve, an in the financial climate we are in today, many institutions simply cannot absorb that kind of cost.

What the settlement does accomplish is normative because it establishes, through a federal court consent judgment, that reproducing course materials for commercial tutoring purposes constitutes copyright infringement. It names the professors whose intellectual property was taken and affirms, as U of T vice-provost Heather Boon stated, in Friesen’s article, that faculty own the copyright in their course materials and the university will support them in protecting it. That is a meaningful public statement. It signals that institutions are prepared to act, and that the legal tools to do so exist.

The Bigger Picture

Academic integrity is not simply a student conduct problem, but rather a structural problem shaped by institutional design, assessment practice, resource inequity, and the commercialization of educational support. The Easy EDU case sits at the intersection of all of these.

The students who attended those tutoring sessions needed academic support. Easy EDU positioned itself as that help, at a price, with materials it had no right to distribute. The university’s commitment to redirecting settlement funds to student supports is the right response. It will not be enough without sustained investment and clearer procedural guidance for students facing misconduct allegations. Institutions across our country happily received international student tuition fees, on the assumption that students are admitted have the academic skills and preparation they need to succeed. By and large, we still tend to blame the students if they lack academic skills or knowledge of how to navigate the higher education system. When the students turn to third parties whom they believe can help them fill their skills gap, historically, it is the students who are held responsible while companies operating in the background simply line their pockets with profits without any repercussions. This is the first time, to my knowledge, that a commercial supplier of academic services operating in Canada has faced a monetary penalty for facilitating academic misconduct.

Better institutional supports, clearer procedural guidance for students facing misconduct allegations, and platform-aware integrity education are not peripheral concerns. They are the conditions under which commercial exploitation becomes less attractive. In our study, Tang, Cai, and I call for a post-violation framework that attends to digital infrastructures and addresses students during crisis moments, not only before them. I continue to believe that work is overdue.

Kudos to the team at U of T for pursuing this case. You’ve now set a precedent that others can follow.

References

Eaton, S. E., & Christensen Hughes, J. (Eds.). (2022). Academic integrity in Canada: An enduring and essential challenge. Springer. https://doi.org/10.1007/978-3-030-83255-1

Friesen, J. (2026, May 22). University of Toronto reaches settlement for $1-million in damages from tutoring company. The Globe and Mail. https://www.theglobeandmail.com/canada/article-university-of-toronto-reaches-settlement-1-million-damages-tutoring  

Tang, G., Eaton, S. E., & Cai, W. (2026). Academic misconduct appeal services in China: Platform logics, self-platformization and implications for integrity education. British Educational Research Journal. https://doi.org/10.1002/berj.70130

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Sarah Elaine Eaton, PhD, is a Professor and Research Chair in the Werklund School of Education at the University of Calgary, Canada. Opinions are my own and do not represent those of my employer.


AI, Postplagiarism and K-12 Education in New Brunswick, Canada

April 25, 2026

This week, I had the opportunity to take part in two leadership events led by the New Brunswick Department of Education and Early Childhood Development focused on artificial intelligence and education. 

On April 22 I gave a workshop on academic integrity and assessment with generative AI to educational leaders, academics, and professional staff at the AI Leadership Summit. The next day, I delivered a keynote address on postplagiarism, education and artificial intelligence at a province-wide summit on AI and education attended by almost 250 people from across the province.

I had an opportunity to meet and speak with the Hon. Claire Johnson, Minister of Education and Early Childhood Development, Deputy Minister Ryan Donaghy, and Assistant Deputy Minister Tiffany Bastin, all of whom commented on how postplagiarism aligns with their provincial strategy and policy vision. 

A group of people standing together.
(Left to right: Sarah Elaine Eaton, Sarah Rankin, Ryan Donaghy, Hon. Claire Johnson, Tiffany Bastin, Geoff Edwards, Robert Martellaci – April 2026, New Brunswick AI and Education Summit)

It was announced during the event that preparations are underway to integrate artificial intelligence into the provincial digital literacy strategy and educational curricula across all levels and subjects, with a plan to have AI fully integrated in time for the beginning of the next school year, starting in September, 2026. Staff at the Department of Education and Early Childhood Development are in the midst of updating curricula as we speak. 

To my knowledge, New Brunswick is the first province or territory in Canada to integrate AI across the K-12 curriculum. They are investing in professional learning for leaders, education specialists and developers, and educators, to improve and increase AI literacy levels throughout the education sector. Throughout the two days, I spoke with leaders and educators from across the province who repeated the same message to me, that postplagiarism was a refreshing and forward-thinking way to think about academic integrity, ethics, and student success in an AI-enabled world.

It was exciting and energizing to be brought into education conversations that connected policy, pedagogy, and postplagiarism. The real world applications of postplagiarism are taking shape and I am inspired to see how others are are findings ways to implement the framework as a future-focused roadmap for ethical learning and teaching with advanced technologies.

About the author: Sarah Elaine Eaton, PhD, is a Professor and the Director of the Postplagiarism Research Lab in the Werklund School of Education, University of Calgary.

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Reposted from original: AI, Postplagiarism and K-12 Education in New Brunswick, Canada – https://postplagiarism.com/2026/04/25/ai-postplagiarism-and-k-12-education-in-new-brunswick-canada/


Research Integrity Oversight in Canada: A Postplagiarism Perspective

April 11, 2026

The Canadian Panel on Responsible Conduct of Research (PRCR) is proposing substantive changes to Canada’s research integrity framework, and the public comment window closes April 17, 2026. If you care about research ethics in this country, you have days left to weigh in.

I want to flag a few things about these proposed changes and why they matter to those of us working in postplagiarism research.

The most consequential proposal is the removal of any statute of limitations on allegations of research misconduct. As attorney Minal Caron told Retraction Watch, the existing policy is silent on this question. The proposed language would require institutions to review allegations regardless of how much time has passed since the work was published, which would be a significant shift. It’s also a long-overdue one. Complainants often delay coming forward out of fear of retaliation, and a policy that turns away allegations on procedural grounds protects no one except those who benefit from institutional inaction.

The PRCR also proposes to require institutions to hold respondents accountable even after they have left, and to accept anonymous allegations and allegations already circulating in the public domain as grounds for review. These aren’t radical ideas. They’re basic conditions for a credible oversight system.

I’ve written and spoken at length about how postplagiarism requires us to rethink accountability in an age of AI. But accountability without enforcement infrastructure is a philosophical position, not a policy. These proposed changes represent a concrete attempt to build infrastructure. They will not resolve every tension in Canadian research oversight, and the critics quoted in the article are right to flag gaps, particularly around the vagueness of institutional RCR education requirements.

One of the scholars quoted in the Retraction Watch piece is Gengyan Tang, a PhD candidate and a member of our Postplagiarism Research Lab, who studies research integrity policy. His observation that the proposed language around RCR education is too ambiguous is precise and fair. Institutions can host an ‘Academic Integrity Week’ and check a compliance box without delivering anything substantive. Policies that do not specify how education is to be delivered or evaluated leave too much room for performative compliance.

The Pruitt case, cited in the article as a catalyst for some of this reform momentum, is worth naming directly. Jonathan Pruitt was found to have fabricated and falsified data. The case exposed how the 2011 framework’s absence of relevant procedures allowed institutions to deflect rather than investigate. Requiring institutions to act regardless of elapsed time or an individual’s current affiliation is a direct response to that failure.

Postplagiarism, as a framework, asks us to think past the categories we have inherited. The academic integrity arms race that I have discuss in my research applies just as much to research misconduct oversight as it does to student cheating. Detection tools, policies, and procedures are only as good as the institutional will to apply them rigorously. These proposed changes push toward compulsion rather than discretion, which warrants close attention.

The comment period is open until April 17, 2026. If you work in research integrity, this is your chance: read the proposed revisions and submit feedback.

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Reposted from: Research Integrity Oversight in Canada: A Postplagiarism Perspective – https://postplagiarism.com/2026/04/11/research-integrity-oversight-in-canada-a-postplagiarism-perspective/


Interfacing with the Future: Reflections on the National Day of Learning 2026

April 1, 2026

On March 28, 2026, I had the pleasure of joining educators from across Canada for the National Day of Learning, hosted by Let’s Talk Science. This one-day, nation-wide professional learning event brought together K–12 teachers, post-secondary educators, and policy leaders to explore some of the most pressing issues shaping education today, with artificial intelligence high on the agenda.

I was invited to deliver a session titled “Interfacing with the Future: Wearable AI and Academic Integrity for K–12 and Higher Ed.” What follows are a few reflections and key ideas from that conversation, hosted by Dr. Alec Couros.

Moving into the Postplagiarism Era

One of the central ideas framing my talk is postplagiarism. In this reality, artificial intelligence is no longer an external tool that students occasionally use, but rather, it is embedded into everyday life and learning.

Students are already engaging with AI in ways that challenge traditional notions of authorship, originality, and academic work. The question is no longer if students will use AI, but how.

This shift requires a corresponding change in how we think about academic integrity. Detection and surveillance, long relied upon as primary strategies, are no longer sufficient. Instead, we must rethink how we design learning environments that foster integrity from the ground up.

From Tools to Wearables: How AI is Advancing

A key focus of my presentation was the rapid evolution from AI tools to AI wearables — particularly smart glasses and other forms of cosmetically invisible interfaces. The talk was based, in part, on our recent article in Canadian Perspectives on Academic Integrity

Wearable technologies integrate AI directly into our physical experience of the world. Rather than pulling out a device, users can access real-time information, transcription, and prompts seamlessly through their field of vision.

This shift introduces both opportunities and tensions:

  • Cognitive offloading: Learners can reduce mental load by accessing information instantly. (Phill Dawson has done some great work on cognitive offloading that I recommend reading.)
  • Enhanced presence: Wearables allow users to maintain eye contact and engagement without device distraction.
  • Efficiency gains: Tasks such as note-taking or translation can be automated in real time.

At the same time, these benefits come with real challenges including information overload, privacy concerns, and technical limitations. More importantly for educators, they fundamentally disrupt assumptions about what it means to “know” something independently.

New Technology ≠ Cheating

One of the most important messages I emphasized is this: new technology does not automatically equal academic misconduct.

If a tool is permitted, then its use is not cheating. The real issue lies in unauthorized use or misuse in ways that create unfair advantage. 

We must also remain attentive to equity and accessibility. Some wearable technologies may be used as accommodations, making it essential that our integrity policies are inclusive and nuanced rather than rigid and punitive.

Designing for Integrity (Not Surveillance)

Rather than doubling down on detection, I encourage educators to shift their focus toward designing for integrity.

This means:

  • Prioritizing assessment validity: If an AI system can complete a task without genuine understanding, then the task itself needs to be rethought.
  • Moving beyond “gotcha” approaches: Surveillance-based strategies erode trust and are increasingly ineffective.
  • Supporting diverse learners: Students bring different technological access, needs, and experiences. Our designs must reflect that.
  • Building a culture of integrity: Integrity is not enforced; it is cultivated through meaningful learning experiences.

Bridging K–12 and Post-Secondary Education

Another key theme was the gap between K–12 and post-secondary expectations.

In K–12 environments, students are often encouraged to explore technology as part of their learning. In contrast, post-secondary institutions frequently operate under the assumption that students already understand complex academic integrity rules.

As AI continues to evolve, this gap becomes more pronounced. We need stronger alignment across educational sectors to ensure that students are supported, rather than being set up for failure, as they transition between systems. (Myke Healy has a great paper on the topic of GenAI in the K-12 context that is worth reading.) 

Looking Ahead

If there is one takeaway from this experience, it is this: wearable AI is not a future scenario. It is already here.

As educators, we are being called to respond not with fear, but with thoughtful, research-informed approaches. The challenge is not simply to manage technology, but to reimagine teaching, learning, and assessment in ways that remain meaningful in an AI-integrated world.

Events like the National Day of Learning remind me of the power of community. Bringing educators together to share ideas, ask difficult questions, and explore new possibilities is essential as we navigate this rapidly changing landscape.

Thank you to Let’s Talk Science and to Dr. Alec Couros for the opportunity to be part of this important conversation, and to all the educators who continue to lead with curiosity, courage, and care.

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Sarah Elaine Eaton, PhD, is a Professor and Research Chair in the Werklund School of Education at the University of Calgary, Canada. Opinions are my own and do not represent those of my employer.


From Courtrooms to Classrooms: Smart Glasses and Integrity in a Postplagiarism Era

March 18, 2026

by Sarah Elaine Eaton – March 18, 2026

A London judge recently concluded that a witness was receiving coached answers through a pair of smart glasses connected to his mobile phone during cross-examination (Jacobs, 2026). The case involved a routine insolvency dispute, but the technology at the centre of the judge’s findings was anything but routine. The witness, who gave evidence through a Lithuanian interpreter, was found to have been receiving audio from an unidentified caller routed through smart glasses paired to his handset. Once the glasses were removed, his phone began broadcasting a voice from his jacket pocket. The judge rejected the witness’s testimony in full, describing it as unreliable and untruthful.

The incident is instructive for those of us working at the intersection of technology, integrity, and institutional policy. It demonstrates that smart glasses do not need advanced AI capabilities to compromise a formal proceeding. Simple Bluetooth audio connectivity was sufficient.

In our recent paper (Eaton et al., 2026), we examined the implications of AI-enabled smart glasses for teaching, learning, assessment, and academic integrity. One of our central arguments applies here: the reflexive instinct to treat wearable technology as a cheating device, while understandable, risks missing the structural challenge these technologies present to the systems designed to ensure honest participation.

Courts, like universities, depend on observable behaviours and verifiable evidence to assess credibility and ensure procedural fairness. As we noted, AI glasses can embed cognitive or communicative assistance into a user’s perceptual field in ways that leave no external trace (Eaton et al., 2026). The London case illustrates what happens when that assistance leaves a trace, but only because something went wrong: the interpreter heard voices, and the phone began playing audio at the wrong moment.

The question this case raises is not whether courts should ban smart glasses. A blanket prohibition would create its own problems, particularly for individuals who depend on wearable technology for vision correction or accessibility. We argued that institutional responses should focus on redesigning processes rather than policing devices (Eaton et al., 2026). For courts, this means developing protocols for the use of wearable technology during testimony, much as we recommended that educational institutions establish centralized accommodation protocols for AI-enabled devices.

The London ruling also reinforces our observation that enforcement models built around detection are fragile. The coaching was discovered through a combination of the interpreter’s alertness, call log records, and the witness’s inability to explain the contact saved as “abra kadabra” on his phone. These are investigative tools, not systemic safeguards. As smart glasses become more common and more discreet, relying on detection alone will prove insufficient in both courtrooms and classrooms.

What this case calls for is not alarm but preparation. Institutions responsible for the integrity of formal proceedings, whether legal or academic, need forward-looking frameworks that address the capabilities of wearable technology before the next incident occurs. The technology is not going away. Our systems must adapt.

References

Eaton, S. E., Kumar, R., Dahal, B., Tang, G., Ramazanov, F., & Moya Figueroa, B. A. (2026). AI smart glasses and the future of academic integrity in a postplagiarism era. Canadian Perspectives on Academic Integrity, 9(1), 1–5. http://doi.org/10.55016/ojs/cpai.v9i1/82885

Jacobs, S. (2026, March 17). A London judge says a witness was being coached in real time through smart glasses. TechSpot. https://www.techspot.com/news/111710-london-judge-witness-coached-real-time-through-smart.html

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Cross posted from:

From Courtrooms to Classrooms: Smart Glasses and Integrity in a Postplagiarism Era – https://postplagiarism.com/2026/03/18/from-courtrooms-to-classrooms-smart-glasses-and-integrity-in-a-postplagiarism-era/