Artificial Intelligence (AI) refers to computer systems or software that can perform tasks typically requiring human intelligence. This includes activities like understanding natural language, recognizing patterns, solving problems, and even generating content. From virtual assistants to recommendation systems, AI is increasingly shaping how we work and learn. For educators, understanding AI’s capabilities and limitations is essential to effectively navigating its integration into academia.
Remember, AI does not make judgements or think on it's own! AI is simply a pattern and language predictor - it will provide the next word in a sequence based on a complicated algorithm and a set of training data. It may look intelligent, but it is simply a mathematical model. An AI model is only as good/accurate/"trustworthy" as it's training data and how it interprets it.
Resources
Google's AI Course For Beginners (In 10 Minutes!) (Video)
Artificial Intelligence: What it is and why it matters (Text from SAS Analytics)
AI is becoming an integral part of the academic and professional landscape, and students will likely encounter it in many aspects of their lives. Engaging your students in discussions about AI can demystify its functionality, encourage ethical use, and clarify expectations for its role in the classroom. These conversations can also address concerns about academic integrity, creativity, and the balance between human and machine contributions in education and beyond.
We cannot ignore that AI tools are out there are being used by our students. If you don't have the conversation and prepare students for your expectations when it comes to the use of AI, Tiktok and Instagram surely will and it may not be academically helpful to your students. Taking a bit of time out of class to explain your expectations and that you do know AI exists and how it's being used may help get your students on the right path.
Resources
AI Teaching Strategies: Having Conversations With Students (The Ohio State University)
Communication with Students About AI (Monash University)
Have you Talked To Your Students About AI? (Oakland University)
Establishing clear policies on AI use through syllabus statements sets expectations and ensures transparency. These statements help students understand when and how AI tools can be used appropriately in coursework. Whether it’s generating ideas, supporting research, or completing assignments, guidelines can mitigate misuse and foster an environment of responsible innovation. Sample syllabus language can provide a starting point for tailoring policies to your teaching style and subject area.
Resources
Example Syllabus Policies for AI Generative Tools (Google Docs submitted by various faculty)
Artificial Intelligence and Academic Integrity: Expectations Worksheet (Oakland University)
Generative AI Syllabus Statement Tool (Seaver College)
Designing assessments that minimize reliance on AI tools can help ensure that students engage deeply with course material. Strategies include emphasizing open-ended questions, requiring detailed explanations or thought processes, and incorporating in-class activities that demonstrate individual understanding. Assignments can also be structured to involve personal reflections, real-world applications, or collaborative projects where AI contributions are limited. Clear rubrics and guidelines on originality further reinforce the importance of authentic student work.
Resources
Generative AI Detection Resources (University of San Diego)
Designing Assignments and Activities with ChatGPT and Generative AI in Mind (NC State University)
AI Teaching Strategies: Transparent Assignment Design (The Ohio State University)
Strategies and Tools for Academic Integrity in Online Environments (The Ohio State University)
Designing Assessment Tasks that are Less Vulnerable to AI (University of Melbourne)
Generative AI and Writing Assignments (Harvard University)
Integrating AI into your teaching can enhance student engagement, personalize learning, and introduce new perspectives. AI tools can be used to spark creativity, analyze complex data, or assist with drafting assignments. These applications not only enrich classroom experiences but also help students develop critical thinking skills about AI’s outputs and limitations. With thoughtful planning, AI can become a valuable complement to traditional teaching methods.
Resources
Experimenting with using ChatGPT as simulation application (Bryan Alexander)
Generative AI as simulation runner (Bryan Alexander)
How one school is using AI to give their students feedback (Video)
Generative AI Teaching Activities Library (Washington University in St. Louis)
Generative AI Assignment and Activity Ideas (DePaul University)
Teaching with AI (OpenAI)
AI isn’t just for students—it can also be a powerful ally for professors. From automating repetitive tasks like grading to aiding in research by analyzing data or drafting reports, AI can save time and increase efficiency. Whether you’re designing lesson plans or managing administrative duties, AI tools can streamline workflows and free up time for higher-order academic pursuits. The key is to identify tools that align with your goals and use them responsibly.
Make sure to keep privacy and security in mind when using any AI tool - do not input student work without permission. Also, don't input any data with personal information that could identify students, their grades, or anything about them.
Resources
almanack.ai - Lesson Planning and Activity Design
eduaide.ai - Lesson planning and resource development
Google Notebook LM - Summation of articles/websites, creation of "podcasts" that explain and summarize materials
Julius.ai - Data analysis
otter.ai - Record audio from zoom, etc. and create summaries
General Resources
PREP & EDIT - Frameworks for AI prompt creation and output analysis.
AI Ready or Not, Here it comes! - PowerPoint on what Generative AI is, and some ethical issues it possesses.
Neuroglia Case Study Activity (Active Learning/Flipped Classroom)
You are a anatomy professor who specializes in creating engaging group activities for their students. Create a class activity for undergraduate students that has them apply their knowledge of neuroglia to 5 case studies involving nervous system diseases and disorders.
Endocrine System Quiz
Create a quiz on the endocrine system. You are a college professor who has been teaching about the endocrine system for many years, and is an expert at creating clear questions that address both the anatomy and physiology of the endocrine system. Include questions on how lipophilic and lipophobic hormones function, on the anatomy of pituitary gland, thyroid gland, parathyroid gland, adrenal glands, and pancreas, and the function of hormones from these glands. Write 15 multiple choice questions at the level of a sophomore college student who has some familiarity with biology. Each multiple choice question should have 4 options a, b, c, d.
Grade Criteria Information (for students)
You are college professor who is an expert a creating contract grading criteria. Make a contract grading scheme for following letter grades and points A (100-93), A- (92-90), B+ (89-87), B (86-83), B- (82-80), C+ (79-77), C (76-70), D (69-60), F (59-0). Clearly describe the grades that would have to be earned on the following assignments to earn each letter grade: 6 Exams (100 points each), 10 assignments (20 points each), 1 Final Exam (200 points). For each letter grade, also include the types of study techniques students should use to earn each grade.
Include a section for each grade on the types of attendance and in-class behavior for students
Next10 Simulation Prompt
I would like you to simulate a community college over the next ten years. I will play it's President. This community college is located 2 hours north of a major metropolitan area in the American northeast and is a member of a large public college system, with 64 total members, including 30 other community colleges. The community college has in the past been primarily a transfer school for students moving on to a 4-year college with traditional programs such as nursing, business and early childhood education, but has recently began to expand outward into more employment-focused programs, such as mechatronics, airframe management, and cannabis retail management. The college offers a number of online and hybrid courses, but no fully online programs. Enrollment has been at an all-time low the last few years post-COVID. Enrollment has currently stabilized somewhat in 2024 but is still well below pre-COVID numbers. Increasing enrollment and retention is a primary focus of the campus. The college has also recently approved a strategic plan that focuses on four major lenses: students, learning, community, and growth.
Some of the major players and stakeholders that can provide challenges and opportunities are as follows:
-The Board of Trustees: the President reports to the board and they approve initiatives, policy, and the overall budget. The board is made up of a mix of political appointees and tends to trend slightly conservative.
-County Legislature: the legislature approves the college budget and tends to trend slightly conservative.
-State government: the state approves the overall state budget, which includes education funding for colleges. The state government trends liberal.
-State college system: the state system can propose initiatives that affect all colleges in the system. These initiatives and mandates tend to have little or no financial assistance attached to them.
-Local school districts: most students come from the many local school districts. These districts vary greatly in resources and academic results, possibly causing inequality when students move on to college. The college has agreements to offer college classes within many of the local school districts, but there is only minor oversight of faculty and teaching methods.
-Faculty: the faculty trends toward a 60/40 split between part time and full time faculty. Many faculty are feeling burnt out after COVID. Contract negotiations are also imminent, as the contract runs out in 2025. The contract term is 5 years for a normal contract.
-Students: students come from many diverse backgrounds and include both commuter and residential students who are housed in a 500 bed dormitory. Many students in the dormitory come from the major metro area. Latino and African-American students form a growing percentage of students. Students come from a huge range of socioeconomic backgrounds and levels of academic preparation. Many students are coming in less prepared due to academic shortfalls during COVID.
-Local businesses: Healthcare, agriculture, retail, hospitality and tourism, and some technology manufacturing are some of the local industries that may be interested in college programs. Hospitality and tourism is forecasted to increase significantly in the region.
You will simulate and describe changes in the local area and this college. Please be detailed. Every year you will update me. Every year you will also ask me to respond to events. Please limit the decision points to three for each year, and provide three choices to address each decision point. Before each simulation year begins, allow an option to add additional areas of focus or to change focus. You will assess my actions, the describe how the college and local area change as a result. Make sure the format for each year is consistent.