Can I use ChatGPT to predict the next CNI Meeting?
Can the stories of the past help predict the presentations of tomorrow? Let's try!
I collected the transcripts from recent CNI meetings and used GPT4 to generate a list of potential titles and abstracts for the upcoming December meeting. Next I used GPT4 to compare and analyze its own prediction against the actual CNI program.
The result? Approximately 42% accuracy.
Here is the review:
To provide a quantitative comparison between the predicted and actual CNI Fall 2023 presentations, I will match the themes from the predicted list with those from the actual list. The comparison will be based on how closely the themes and subjects align, and I will provide a count of matches versus non-matches.
Predicted Themes and Related Actual Themes:
1. AI and Digital Technologies in Libraries:
- Predicted: 3 (AI-Driven Digital Archiving, AI Ethics in Library Management, Machine Learning for Enhanced Cataloging)
- Actual Matches: 3 (Generative AI and Research Integrity, AI-Driven Academic Frontier, GPT Tools with Source Information)
- Match Count: 3/3
2. Cyberinfrastructure and Data Management:
- Predicted: 3 (Cyberinfrastructure for Libraries, Data Management in Libraries, Digital Preservation in the Age of Big Data)
- Actual Matches: 2 (Cyberinfrastructure for Sensitive Data, Research Data Support Landscape)
- Match Count: 2/3
3. Collaborative Platforms and Global Research:
- Predicted: 2 (Collaborative Platforms for Global Research, Interdisciplinary Collaboration in Library Science)
- Actual Matches: 1 (Ecosystem for Research Networking)
- Match Count: 1/2
4. Digital Humanities and Advanced Technologies:
- Predicted: 1 (Digital Humanities: Integrating Advanced Technologies)
- Actual Matches: 0
- Match Count: 0/1
5. Library Services and User Engagement:
- Predicted: 4 (Enhancing Digital Literacy, Smart Libraries, Social Media in Library Outreach, Gamification in Library Services)
- Actual Matches: 0
- Match Count: 0/4
6. Open Science and Accessibility:
- Predicted: 1 (Open Science and Data Sharing)
- Actual Matches: 1 (The Federal Year of Open Science)
- Match Count: 1/1
7. Emerging Technologies and Innovations in Libraries:
- Predicted: 2 (Virtual Reality in Academic Libraries, Augmented Reality in Libraries)
- Actual Matches: 1 (Yale’s LUX Project)
- Match Count: 1/2
8. Research Support and Infrastructure:
- Predicted: 3 (Collaborative Information Literacy Programs, Next-Generation Repositories, Enhancing Research Impact through Library-led Initiatives)
- Actual Matches: 1 (Duke University’s Research Support Initiative)
- Match Count: 1/3
Quantitative Summary:
- Total Predicted Themes: 19
- Total Actual Matches: 8
- Match Rate: \(\frac{8}{19} \approx 42.1\%\)
This quantitative analysis reveals that approximately 42.1% of the predicted themes have some degree of alignment with the actual presentations at the CNI Fall 2023 meeting. However, it should be noted that this analysis is based on broad thematic alignment and the specific details of each presentation may vary.
Let’s have a little more fun. Here is a (speculative) CNI Program for the Spring 2024 Meeting:
1. Next-Gen AI in Scholarly Communication
Exploring the advancements in AI and its impact on scholarly communication, focusing on the newest trends in AI-driven publishing, content curation, and research dissemination.
2. Enhancing Research with Emerging Cyberinfrastructure
A deep dive into the latest cyberinfrastructure initiatives supporting cutting-edge research, emphasizing new technologies and their application in various scientific fields.
3. Evolution of Language Models in Academia
Evaluating the latest developments in language models like ChatGPT, their role in academic research, teaching, and ethical considerations in their usage.
4. Collaborative Research Networks and Their Impact
Showcasing the effectiveness of collaborative research networks in enhancing interdisciplinary research, with case studies from top universities.
5. Advancements in Data Repositories: Beyond InvenioRDM
Discussing the evolution of data repositories, focusing on new platforms and technologies that improve data management and accessibility.
6. Future Workforce Strategies for Digital Libraries
Examining innovative strategies for building a future-ready workforce in libraries, focusing on digital skills development and diversity.
7. Expanding the Reach of Diamond Open Access
Exploring new models and strategies for promoting and sustaining diamond open access journals, emphasizing their role in democratizing knowledge.
8. Open Access Monographs: New Strategies and Models
Analyzing the latest models for open access publishing of monographs, with a focus on sustainability and academic impact.
9. The Evolving Landscape of Digital Scholarship
Assessing the future direction of digital scholarship in libraries, focusing on new tools, methodologies, and collaborative opportunities.
10. Open Source Software in Academic Research
Insights into the latest trends in university-based open-source software initiatives, highlighting their impact on research and teaching.
11. The Role of Persistent Identifiers in Modern Research
Discussing the expanding role of persistent identifiers in enhancing the visibility and impact of scholarly work.
12. New Frontiers in Digital Preservation
Exploring innovative approaches and technologies for preserving digital publications and other complex digital formats.
13. Immersive Media and Academic Libraries
Showcasing the latest developments in immersive media technologies and their application in academic library settings.
14. Extended Reality: The Future of Learning and Research
Discussing the advancements and future potential of extended reality (XR) in enhancing learning experiences and research methodologies.
15. Navigating the New Public Access Policies
An in-depth discussion on the latest public access policies and their implications for research data management and sharing.
16. Access Control and Privacy in Digital Libraries
Addressing the challenges and solutions related to access control and privacy in the evolving landscape of digital libraries.
17. Libraries' Role in Addressing Societal Challenges
Exploring how libraries can contribute to interdisciplinary research on societal challenges, focusing on sustainability and social impact.
18. Customized Learning Environments in Higher Education
Presenting case studies on the development of customized digital learning environments to meet diverse educational needs.
19. EMMA and Beyond: Advancing Accessible Learning
Updates on the EMMA project and future directions in making educational materials more accessible to all learners.
20. Generative AI and the Future of Higher Education
A forward-looking discussion on how generative AI will continue to reshape teaching, learning, and research in higher education.
CNI planners — I volunteer to host a panel on #17 if you’re interested!
