Is ChatGPT cheating? The complexities of AI use in tertiary education. 

Craig Wattam, Rachael Richardson-Bullock

Te Mātāpuna Library & Learning Services, Auckland University of Technology

“The university is at the stage of reviewing its rules for misconduct because they really don’t apply as much anymore.” 

– Tom, Student Advocate, on the Noisy Librarian Podcast

Cheating in the tertiary education sector is not new. Generative AI technologies, while presenting enormous opportunity, are the latest threat to academic integrity. AI tools like Chat GPT blur the lines between human-generated and machine-generated content. They present a raft of issues, including ambiguous standards for legitimate and illegitimate use, variations in acceptance and usage across discipline contexts, and little or inadequate evidence of their use. A nuanced response is required.

Fostering academic integrity through AI literacy

Academic integrity research argues pervasively that a systematic, multi-stakeholder, networked approach is the best way to foster a culture of academic integrity (Kenny & Eaton, 2022). Fortunately, this is also the way to foster ethical, critical reflective and skilful use of AI tools, in other words, a culture of AI literacy. Ironically, to support integrity, we must shift our attention away from merely preventing cheating to ensuring that students learn how to use these tools responsibly. Thus, we can ensure that our focus is on learning and helping students develop the skills necessary to navigate the digital age ethically and effectively.

Hybrid future 

So, the challenge of AI is an opportunity and an imperative. As we humans continue to interact with technology in high complexity systems, so the way we approach academic work will continue to develop.  Rather than backing away or banning AI technologies from the classroom all together, forging a hybrid future, where AI tools play a role in setting students up for success, will benefit both staff and students.

Information and academic literacy practitioners, and other educators, will need to be dexterous enough to respond to the eclipsing, revision, and constant evolution of some of our most ingrained concepts. Concepts such as authorship, originality, plagiarism, and acknowledgement. 

What do students say? 

This was the topic of discussion in a recent episode of the Noisy Librarian Podcast. Featured guests were an academic and a student – a library Learning Advisor and a Student Advocate. The guests delved into the complexities of academic integrity in today’s digital landscape. Importantly, their discussion underscored the need for organizations to understand and hear from students about how AI is impacting them, how they are using it, and what they might be concerned about. Incorporating the student voice and understanding student perspectives is crucial for developing guidelines and support services that are truly effective and relevant.  

Forget supervillains! 

Both podcast guests emphasised that few cases of student misconduct involve serial offenders or super villains who have made a career out of gaming the system. Rather than intending to cheat, more closely, misconduct is related to a lack of knowledge or skill. Meantime, universities are facing challenges – needing to adapt their misconduct rules and provide clear guidelines on the acceptable use of AI tools. 

Listen to the Noisy Librarian podcast episode Is ChatGPT cheating? The complexities of AI use in tertiary education

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Reference:

Kenny, N., & Eaton, S. E. (2022). Academic Integrity Through a SoTL Lens and 4M Framework: An Institutional Self-Study. In Academic Integrity in Canada (pp. 573–592). Springer, Cham. https://doi.org/10.1007/978-3-030-83255-1_30

Library strategy and Artificial Intelligence

by Dr Andrew M Cox, Senior Lecturer, the Information School, University of Sheffield.

This post was originally published in the National Centre for AI blog, owned by Jisc. It is re-printed with permission from Jisc and the author.

On April 20th 2023 the Information School, University of Sheffield invited five guest speakers from across the library sectors to debate “Artificial Intelligence: Where does it fit into your library strategy?”

The speakers were:

  1. Nick Poole, CEO of CILIP
  2. Neil Fitzgerald, Head of Digital Research, British Library
  3. Sue Lacey-Bryant, Chief Knowledge Officer; Workforce, Training and Education Directorate of NHS England
  4. Sue Attewell, Head of Edtech, JISC
  5. John Cox, University Librarian, University of Galway

A capacity 250 people had signed up online, and there was a healthy audience in the room in Sheffield.

Slides from the event can be downloaded here . These included updated results from the pre-event survey, which had 68 responses.

This blog is a personal response to the event and summary written by Andrew Cox and Catherine Robinson.

Impact of generative AI

Andrew Cox opened the proceedings by setting the discussion in the context of the fascination with AI in our culture from ancient Greece, movies from as early as the start of the C20th, through to current headlines in the Daily Star!

Later on in the event, in his talk John Cox quoted several authors saying AI promised to produce a profound change to professional work. And it seemed to be agreed amongst all the speakers that we had entered a period of accelerating change, especially with Chat GPT and other generative AI.

These technologies offer many benefits. Sue Lacey-Bryant shared some examples of how colleagues were already experimenting with using Chat GPT in multiple ways: to search, organise content, design web pages, draft tweets and write policies. Sue Attewell mentioned JISC sponsored AI pilots to accelerate grading, draft assessment tasks, and analyse open text NSS comments.

And of course wider uses of AI are potentially very powerful. For example Sue Lacey-Bryant shared the example of how many hours of radiologists time AI was saving the NHS. Andrew Cox mentioned how Chat GPT functions would be realised within MS Office as Copilot. Specifically for libraries, from the pre-event survey it seemed that the most developed services currently were library chatbots and Text and Data Mining support; but the emphasis of future plans was “Promoting AI (and data) literacy for users”.

But it did mean uncertainty. Nick Poole compared the situation to the rise of Web2.0 and suggested that many applications of generative AI were emerging and we didn’t know which might be the winners. User behaviour was changing and so there was a need to study this. As behaviour changed there would be side effects which required us to reflect holistically, Sue Attewell pointed out. For example if generative AI can write bullet point notes, how does this impact learning if writing those notes was itself how one learned? She suggested that the new technology cannot be banned. It may also not be detectable. There was no choice but to “embrace” it.

Ethics

The ethics of AI is a key concern. In the pre-event survey, ethics were the most frequently identified key challenge. Nick Poole talked about several of the novel challenges from generative AI, such as what is its implication for intellectual freedom? What should be preserved from generative AI (especially as it answers differently to each iteration of a question)? Nick identified that professional ethics have to be:

  • “Inclusive – adopting an informed approach to counter bias
  • Informed & evidence-based – geared towards helping information users to navigate the hype cycle
  • Critical & reflective – understanding our own biases and their impact
  • Accountable – focused on trust, referencing and replicability
  • Creative – helping information users to maximise the positive benefits of AI augmented services
  • Adaptive – enabling us to refresh our skills and expertise to navigate change”

Competencies

In terms of professional competencies for an AI world, Nick said that there was now wider recognition that critical thinking and empathy were key skills. He pointed out that the CILIP Professional Knowledge and Skills Base (PKSB) had been updated to reflect the needs of an AI world for example by including data stewardship and algorithmic literacy. Andrew Cox referred to some evidence that the key skills needed are social and influencing skills not just digital ones. Skills that respondents to the pre-event survey thought that libraries needed were:

  •        General understanding of AI
  •        How to get the best results from AI
  •        Open-mindedness and willingness to learn 
  •        Knowledge of user behaviour and need
  •        Copyright
  •        Professional ethics and having a vision of benefits

Strategy

John Cox pointed to evidence that most academic library strategies were not yet encompassing AI. He thought it was because of anxiety, hesitancy, ethics concerns and inward looking and linear thinking. But Neil explained how the British Library is developing a strategy. The process was challenging, akin to ‘Flying a plane while building it”. Sue Attewell emphasised the need for the whole sector to develop a view. The pre-event survey suggested that the most likely strategic responses were: to upskill existing staff, study sector best practice and collaborate with other libraries.

Andrew Cox suggested that some key issues for the profession were:

  • How do we scope the issue: As about data/AI or a wider digital transformation?
    • How does AI fit into our existing strategies – especially given the context of institutional alignment?
    • What constitutes a strategic response to AI? How does this differ between information sectors?
  • How do we meet the workforce challenge?
    • What new skills do we need to develop in the workforce?
    • How might AI impact equality and diversity in the profession?

Workshop discussions

Following the presentations from the speakers, those attending the event in person were given the opportunity to further discuss in groups the professional competencies needed for AI. Those attending online were asked to put any comments they had regarding this in the chat box. Some of the key discussion points were:

  • The need for professionals to rapidly upskill themselves in AI. This includes understanding what AI is and the concepts and applications of AI in individual settings (e.g. healthcare, HE etc.), along with understanding our role in supporting appropriate use. However, it was believed this should go beyond a general understanding to a knowledge of how AI algorithms work, how to use AI and actively adopting AI in our own professional roles in order to grow confidence in this area.
  • Horizon scanning and continuous learning – AI is a fast-paced area where technology is rapidly evolving. Professionals not only need to stay up-to-date with the latest developments, but also be aware of potential future developments to remain effective and ensure we are proactive, rather than reactive.
  • Upskilling should not just focus on professional staff, but all levels of library staff will require some level of upskilling in the area of AI (e.g. library assistants).
  • Importance of information literacy and critical thinking skills in order to assess the quality and relevance of AI outputs. AI should therefore be built into professional training around these skills.
  • Collaboration skills – As one group stated, this should be more ‘about people, not data’. AI requires collaboration with:
    • Information professionals across the sector to establish a consistent approach; 
    • Users (health professionals, students, researchers, public etc.) to establish how they are using AI and what for;
    • With other professionals (e.g. data scientists).
  • Recruitment problems were also discussed, with it noted that for some there had been a drop in people applying for library roles. This was impacting on the ability to bring in new skillsets to the library (e.g. data scientist), but on the ability to allow existing staff the time to upskill in the area of AI. It was discussed that there was the need to promote lifestyle and wellbeing advantages to working in libraries to applicants.

Other issues that came up in the workshop discussions centered around how AI will impact on the overall library service, with the following points made:

  • There is the need to expand library services around AI, as well as embed it in current services;
  • Need to focus on where the library can add value in the area of AI (i.e. USP);
  • Libraries need to make a clear statement to their institution regarding their position on AI;
  • AI increases the importance of and further incentivises open access, open licencing and digitisation of resources;
  • Questions over whether there is a need to rebrand the library.

The attendees also identified that the following would useful to help prepare the sector for AI:

  • Sharing of job descriptions to learn about what AI means in practice and help with workforce planning. Although, it was noted how the RL (Research Libraries) Position Description Bank contains almost 4000 position descriptions from research libraries primarily from North America, although there are many examples from RLUK members; 
  • A reading list and resource bank to help professionals upskill in AI;
  • Work shadowing;
  • Sharing of workshops delivered by professionals to users around the use of AI;
  • AI mailing lists (e.g. JISCmail);
  • Establishment of a Community of Practice to promote collaboration. Although it was noted that AI would probably change different areas of library practice (such as collecting or information literacy) so was likely to be discussed within the professional communities that already existed in these areas.

Workshop outcome

Following the workshop Andrew Cox and Catherine Robinson worked on a draft Working paper which we invite you to comment on @ Draft for comment: Developing a library strategic response to Artificial Intelligence: Working paper.

Open knowledge activism for lifelong learning, independent research and knowledge translation

By Clare O’Hanlon, La Trobe University Library

e: c.ohanlon@latrobe.edu.au

Open knowledge activism in libraries is about more than negotiating transformative agreements and making research available in repositories and open access journals. It also involves helping researchers and students give research back to communities in an accessible and meaningful format for their needs and contexts. Academic library worker support for student and academic digital literacies development, particularly information, media, and data literacies; collaboration; community and participation; and digital creation, problem solving and innovation, plays a crucial role in this. Local public library and community archive and museum workers provide extensive digital literacies, local history, STEM, and creative programming in their communities. Together we can do more to support lifelong learning, independent research, and knowledge translation.

Open knowledge activism by night

Volunteering with the Australian Queer Archives (AQuA) by night to preserve and make research and more knowledge available for and with LGBTIQA+ communities within and beyond the academy in multiple formats (from queer history walks and exhibitions to an Honours thesis prize and beyond) has helped me see that research can be a collective, generative, and transformative process. Our collection and work may not be open in traditional academic “Open Access” ways, and it is not safe for our collection to be completely open to all, but we are open in the inclusive sense of the word. In her Open as in dangerous talk, Chris Bourg illustrates the importance of individual privacy and protection from abuse and harassment, and warns that Open Access publishing can perpetuate existing systems of oppression and inequality and that opening up collections can potentially lead to a loss of context that is then extracted and shared in diverse ways. Bourg’s warnings and my work at AQuA by night motivate me to advocate for the collective, generative, and transformative kind of research and openness in the sometimes extractive and competitive academic environment I work in by day.

The Australian Queer Archives reading room
Australian Queer Archives reading room ready for visitors (author supplied).

Other ways that library workers can support open knowledge activism by night might include participating in learning spaces outside of universities, including but not limited to:

Open knowledge activism by day

Below are some ways I have helped and seen others help support lifelong learning, independent research, and knowledge translation through open knowledge activism by day:

Additionally, we could help connect academics and students with local public library, archive and museum-based STEM, local history, literary and creative programming rather than compete with such programs. Some examples of this public library and related programming include:

We must keep in mind the amount of labour involved in opening up research, translating it into practice, and making it accessible to communities and recognise that this is not always adequately acknowledged and supported. With increasing focus on research impact and engagement, this is changing, and I hope this post will encourage academic and public library workers to collaborate with each other and academics and students to open research with and for communities.

Large protest on Flinders Street in Melbourne with a trans flag and placard with the words 'Change the System' written in rainbow-coloured letters and two Aboriginal flags on it.
Protest in Melbourne (author supplied).

Libraries on social media: Creating communities of practice for sharing and communication

By Rida Noor Malik, Matihiko/Tech Support Librarian, Hamilton City Libraries| Te Ohomauri o Kirikiriroa librariesdigitalteam@hcc.govt.nz

The term ‘social media engagement’ has been described as click based participation (Gerlitz & Helmond, 2013) where users simply ‘like’ or ‘heart’ a post. But do the number of likes and comments actually show engagement? Students and librarians create an online community of practice when they visit academic libraries via social media to “share, discuss and learn” (Wenger, 1998, p.34). This translates to ‘engagement’ with the library, its resources and activities through social media.

Photo by Daria Nepriakhina on Unsplash

Several research studies measure the impact of the type of content on social media. Joo, Choi, and Baek (2018) explored the kinds of social media content that public libraries create for communication. Their sample of 4736 Facebook posts collected from 151 libraries across America were divided into ten categories. The results showed that promoting events was the most used category by all public libraries. For my research study, I collected three months of Facebook and Instagram posts from Auckland University of Technology Library and Massey University Library. When I analysed these posts, promotion was also the top category for both New Zealand academic libraries.

Promotion has always been a major focus of both academic and public libraries’ social media pages. However, promotional type posts can be combined with content which facilitates informal learning opportunities. These opportunities are a way of softly marketing that your academic library has a brand with a goal to promote research and share knowledge. Libraries can focus on creating content where students get opportunities to engage with librarians. For example, Powell Library at University of California goes beyond the occasional photo on Instagram and incorporates content that emerges from the curriculum (Salomon, 2013). If we look for an example closer to home, Massey University has recognized that Instagram can be a fun learning and teaching tool for them and their students. This is evident from the Kupu O Te Wiki (Word of the Week) posts which are focused on teaching Te Reo Māori (the Māori language). These posts got different types of comments, such as students thanking the library, asking for Te reo classes and general comments where people tagged other students (Malik, 2019).

There are many ways to educate users through social media because there is a rapid growth in online learning options. For example, Facebook groups can be used for asynchronous discussions which are helpful in holding group activities and online workshops. Libraries can also use participatory features of social media to start conversations, invite users to comment, or take part in polls to deliberately ask for user’s opinions, feedback and questions. This can be useful for engaging users in collection development, improvements to library spaces, and other operational activities. The response from users can help to determine the reputation of the library within the university (Mon, 2015).

Simply promoting services does not create a vibrant community of practice. When libraries use social media for mass communication, users become passive viewers instead of active contributors. Therefore, promoting conversations and knowledge sharing can help form a community that evolves naturally. For example, Hamilton City Libraries often engage with their library users in a humorous way but it has also opened up a window for getting feedback. According to Wenger (1998) a strong sense of community is important for building the trust needed to safely share opinions and ideas. Using social media while keeping in mind the communities of practice guidelines can provide a context in which to put the power of ‘sharing and communication’ to engage a community.

References:

Gerlitz, C., & Helmond, A. (2013). The like economy: Social buttons and the data-intensive web. New Media & Society, 15(8), 1348-1365. https://doi.org/https://doi.org/10.1177/1461444812472322

Joo, S., Choi, N., & Baek, T. H. (2018). Library marketing via social media: The relationships between Facebook content and user engagement in public libraries. Online Information Review, 42(6), 940-955. https://doi.org/doi:10.1108/OIR-10-2017-0288

Malik, R. (2019). Using social media for student engagement: A study of two New Zealand academic libraries [Master’s project, Victoria University of Wellington]. Te Herenga Waka. http://hdl.handle.net/10063/8201

Mon, L. (2015). Social media and library services. San Rafael, CA: Morgan & Claypool Publisher.

Wenger, E. (1998). Communities of practice: Learning, meaning, and identity. New York, NY: Cambridge University Press