External Resources
Resource Collections
AI in Education Resource Directory
This document contains AI resources of interest to instructors in higher education including tools, readings and videos, presentations, links to AI policies and a resource spreadsheet. The document is managed by Daniel Stanford (SCAD) and contributed to by the AI in Education Google Group.
Courses and Tutorials
Prompt Engineering for ChatGPT
This popular six-module course provides basic instruction in how to work with large language models and how to create complex prompt-based applications for use in education scenarios. Dr. Jules White (Vanderbilt) is the instructor for the course. Absolute beginners to experienced users of large language models will find helpful guidance on designing prompts and using patterns.
AI Checker Resources
Michael Coley, Guidance on AI Detection and Why We’re Disabling Turnitin’s AI Detector, Vanderbilt University, https://www.vanderbilt.edu/brightspace/2023/08/16/guidance-on-ai-detection-and-why-were-disabling-turnitins-ai-detector/ (last visited Sep 25, 2023).
In August, 2023, Vanderbilt's Center for Teaching and Learning provided an explanation of the university's decision to disable Turnitin's AI detection tool. Other universities, such as the University of Pittsburgh, have provided comparable statements about AI writing detection. Vanderbilt noted that AI detection was a difficult or impossible task for technology to solve and will become more difficult as AI tools become more common and advanced. The articles below describe some of the technical challenges with AI detection and unintended effects (e.g., bias against non-native English writers).
- Vinu Sankar Sadasivan et al., Can AI-Generated Text Be Reliably Detected?, (2023), http://arxiv.org/abs/2303.11156 (last visited Oct 26, 2023).
- Andrew Myers, AI-Detectors Biased Against Non-Native English Writers, Stanford HAI (2023), https://hai.stanford.edu/news/ai-detectors-biased-against-non-native-english-writers (last visited Sep 25, 2023).
- Susan D’Agostino, Turnitin’s AI Detector: Higher-Than-Expected False Positives, Inside Higher Ed (2023), https://www.insidehighered.com/news/quick-takes/2023/06/01/turnitins-ai-detector-higher-expected-false-positives (last visited Sep 25, 2023).
- Geoffrey A. Fowler, Analysis | We Tested a New ChatGPT-Detector for Teachers. It Flagged an Innocent Student., Washington Post, Apr. 14, 2023, https://www.washingtonpost.com/technology/2023/04/01/chatgpt-cheating-detection-turnitin/ (last visited Sep 25, 2023).
- Michael Webb, AI Detection - Latest Recommendations, National centre for AI (Sep. 18, 2023), https://nationalcentreforai.jiscinvolve.org/wp/2023/09/18/ai-detection-latest-recommendations/ (last visited Jan 25, 2024).