Beyond the Basics:
Practical Applications of Generative AI in STEM Teaching.
Penn State University - Schreyer Institute for Teaching Excellence
April 04, 2024
PSU Specific Resources
Since the launch of ChatGPT in November 2022, the educational landscape has been irrevocably transformed, presenting both challenges and opportunities to instructors. This session focuses on practical applications of generative AI tools within the STEM fields. Ludwig will discuss how these technologies can customize learning experiences and enhance student engagement. Whether participants are already passionate about AI or just beginning to explore its possibilities, this session will offer participants the knowledge and confidence to leverage generative AI in supporting students' learning.
Practical uses of AI for your STEM classes. What would be most useful for you?
How do Chatbots Work?
A visual walk-through of how this type of artificial intelligence work by Seán Clarke, Dan Milmo, and Garry Blight, The Guardian, November 1, 2023
An introduction to the mathematics and deep learning involved in transformers and their prerequisites. April, 2024
Subscribe to the 'On Tech A.I. Newsletter' from The New York Times to embark on your journey to becoming an AI expert. This weeklong series is just the beginning, with regular updates every few weeks to keep you informed throughout the year. April, 2023
Watch this video for an easy-to-understand guide on common AI terms, an overview of how the GPT model functions, a comparison between ChatGPT 3.5 and 4, and an insight into some of its limitations, presented by Lew Ludwig, August 2023.
Slightly More Technical Views of Generative AI
The article explores the remarkable and puzzling capabilities of large language models, which can perform impressive feats of generalization and reasoning that defy traditional statistical understanding, leaving AI researchers scratching their heads about the underlying mechanisms that drive these models' success.
Many things Mollick
Mollick argues that while anthropomorphizing artificial intelligence is considered problematic, it may be a necessary and productive way for humans to understand and relate to these emerging technologies as we interact with them more.
March, 2024
A collection of prompts for instructors and students to help improve results from generative AI.
Prompting AI language models like GPT-4 is a crucial but complex task, as the right prompt can make a huge difference in the quality and diversity of the model's outputs. March, 20204
Ethan Mollick and Lilach Mollick's paper comprehensively explores how AI can support educators with five strategies, including prompts.
March, 2023
Generative AI and Your Research
GenAI tools have transformed the landscape of research, providing new
methods for data collection, analysis, and interpretation. Here is a list of
cutting-edge GenAI applications designed to enhance efficiency and
creativity in research endeavors.
AI with and for your students
Ryan Watkins provides an adaptive survey you can use with students to determine what AI use is permissible or not in your classes. July 27, 2023.
Goblin Tools is a collection of AI tools designed to help neurodivergent people with tasks they find overwhelming or difficult.