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• Meet as a department early in the semester to discuss this topic, and run some tests together to develop strategies that are specific to your discipline and student population. Include adjuncts in these conversations, as many adjuncts teach introductory-level courses and courses for non-majors. 
• Consider forming a standing departmental committee on academic integrity whose purpose is to keep current on developments in digital technologies and detection tools pertinent to your discipline, to report those developments to the department, and to suggest ways to address them.  

• Formulate your writing prompts to require responses that are currently difficult for AI to answer well (adapted from Dan Cannity, UMass, Amherst): 
  • Use prompts that are very specific or require application of a concept to a unique problem or phenomenon.  Avoid very general questions or questions that invite generalization. 
  • Require that students offer detailed support from course material and/or class discussion. 
  • Use recent topics. ChatGPT's data is about a year old, so asking about something more recent means it won't have good information about it. We do expect this data to be updated and the system to continue to learn and improve, so stay vigilant.  
  • Ask questions that ChatGPT cannot discuss. It is programmed to be limited (for now, at least) to avoid controversial topics like the current war in Ukraine. If the course material allows for this and doing so is appropriate, adding in questions to which the bot cannot respond will mitigate its use. 
  • Focus on process questions rather than informational ones.  Examples: "Which applies better and why"; "explain a statement and why you think it means that"; "which solution to a problem is more appropriate and why." The chatbot cannot coherently explain its rationale to specific problems the way a human can.
• When assigning and evaluating discussion board posts, emphasize the quality of students鈥� engagement with each other鈥檚 work. 
• Try using  with your essay prompts to see what it generates and learn how to identify its output. Test a given prompt multiple times, as each text generation by the software is unique. Narrow and adjust your prompts to find the limits of what the technology can competently produce. 
• Submit student work through Safe Assign in Blackboard. This software checks for plagiarism and will help deter students from using AI-generated text as that text is often repeated and could be matched to other students鈥� work. 

• Consider using the tool to generate text and have the students analyze the results and discover its shortcomings.  Show them how easy it is for you (and them) to tell something was generated by AI. 
• Consider using class time for writing so you can work with students and observe their processes. Move other class content online to compensate for this. 
• Use multi-step writing assignments (such as abstract, draft, final draft, revision) that require students to show their work at various stages.

Note: Some of these require you to be on campus or the VPN to access.

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Goldberg, E. (2023, July 19) 鈥�,鈥� The New York Times.

Brunelle, Gayle K. (2023, June 25) 鈥�.鈥� The Chronicle of Higher Education.

McMurtrie, Beth and Beckie Supiano (2023, June 13) 鈥�.鈥� The Chronicle of Higher Education.

Lauritzen, Pia (2023, June 1) 鈥�.鈥� The Chronicle of Higher Education.

D鈥橝gostino, Susan (2023, January 30) 鈥�.鈥� Inside Higher Ed.

Martar, Jake (2023, February 1) 鈥�.鈥� University of Arkansas for Medical Sciences, Office of Educational Development website.

Prochaska, Eric (2023, January 23) 鈥�.鈥� Faculty Focus.

McFarlane, Lydia. (2023, February 8) 鈥�.鈥� The 柑橘直播n.

Lang, James M. (2023, April 4) 鈥�.鈥� The Chronicle of Higher Education.

Dear Faculty Colleagues,

We would like to update you with some information around A.I. generators such as ChatGPT in preparation for the fall semester.  A.I.鈥檚 capacity to generate text, computer code, graphics, music, and more is continuing to improve, and its use is becoming more commonplace. Most of our students are aware of these tools and have used them. While some time savings and useful information can be generated by A.I., substituting A.I. use for human cerebration can be detrimental to student learning in many situations, while in others it can be extremely helpful. It will continue to be up to the individual faculty member to allow or prohibit its use in their courses. We ask that you:

• Become familiar with A.I. generators through readings and personal use.  Review our previous advice (see above) and VITAL鈥檚 newsletter on how to generate assignments in the age of A.I. Continue to have discussions in faculty meetings about this issue.  As this technology is here to stay and is steadily evolving, we need to continue to familiarize ourselves with its benefits and drawbacks and consider it within our disciplinary instructional contexts.  

• Design instructional activities and assignments to directly support your courses鈥� learning goals. Should you find that A.I. use supports and/or enhances the students鈥� achievement of these goals, then consider its educational use. If not, you may consider prohibiting its use for that activity, assignment, or the entire course. Some forms of higher-order thinking, such as analytical reading, critical thinking, problem solving, evaluation, metacognition, and synthesis of knowledge, might not be mastered with the use of A.I.

• Discuss with your classes the proper use (or prohibition) of A.I. and explain the reasoning behind your instructional decisions given the courses鈥� learning goals. Focus on the skills and cognitive capabilities your course intends to foster in your students and how A.I. can either support or inhibit building students鈥� competencies. Students must be able to utilize modern tools, develop abilities that exceed those of machines, evaluate the reliability of all information including that is generated by A.I., and meet the higher-order demands of engaged citizenship in an evever-changingcomplex world.

• Set clear expectations and guidelines around appropriate A.I. use in your courses, and consider including one of the following statements for your syllabus/assignment that we have developed; you may adjust to reflect the nature of your course:
  • The use of A.I.-generated content is not permitted in this course/on this assignment. Its use will result in an academic integrity violation and a zero on the assignment.  
  • The use of A.I.-generated content is allowed in this course/on this assignment. Even if you have significantly edited A.I.-generated material, you must identify the A.I. tool used to assist in generating your work. You are required to provide the name of the tool, date used, and prompts used to generate the output. As you may be required to submit the original A.I. output you must keep a copy of the original output and provide it when requested.  If questions arise about the authorship of submitted work, you are responsible for authenticating your authorship. You should save evidence of your authorial process, such as drafts, notes, version histories, and complete transcripts of A.I. assistance.
  • The use of A.I.-generated content is permitted as follows (a) for generating a first draft or (b) for generating an outline or (c) for generating XXX.  Even if you have significantly edited A.I.-generated material, you must identify the A.I. tool used to assist in generating your work. You are required to provide the name of the tool, date used, and prompts used to generate the output. As you may be required to submit the original A.I. output, you must keep a copy of the original output and provide it when requested.  If questions arise about the authorship of submitted work, you are responsible for authenticating your authorship. You should save evidence of your authorial process, such as drafts, notes, version histories, and complete transcripts of A.I. assistance.

• Understand it is challenging to detect A.I.-generated material.  A.I. detectors are not fully reliable, and there are apps available whose specific intent is to render A.I.-generated content undetectable.  

• When filing an academic integrity violation for a student鈥檚 work, point to specific parts of the Code of Academic Integrity and, when possible, focus on aspects of the student鈥檚 work that are indisputably problematic. The Academic Policy Committee is in the process of updating the Code to address A.I. more explicitly with an expected announcement early in the fall semester. Some relevant sections of the Code (which you may decide to include in your syllabus) are:
  • "When completing an individual class assessment (i.e. assignment, quiz, lab report, exam, etc.) students shall rely on their own mastery of the subject and not attempt to receive help in any way not explicitly approved by the instructor.鈥�
  • 鈥淧lagiarism is defined as the appropriation of another's work and the unacknowledged submission or incorporation of that work as one's own offered for credit.鈥�  This statement applies to A.I.-generated material even if edited.
  • 鈥淪tudents shall not falsify, invent, or use in a deliberately misleading way any information, data, or citations in any assignment.鈥�  Often A.I. will generate false citations or actual citations that do not correspond with the material.

• Consider providing the attached 鈥淕uidelines for Students Regarding Responsible Academic Use of A.I.-Generated Material鈥� to the students in your course and/or discuss topics contained within it.

Sincerely,

Gabriele Bauer, Director, 柑橘直播 Institute for Teaching and Learning
Alice Dailey, Professor of English and Director of Faculty Affairs and Chair, Academic Integrity Board
Mary Beth Simmons, Senior Director, 柑橘直播 Writing Center
Randy Weinstein, Professor of Chemical and Biological Engineering and Vice Provost for Teaching and Learning

Faculty Colleagues,

Artificial Intelligence (A.I.) has emerged as a transformative force profoundly influencing our daily lives. It is becoming increasingly prevalent and A.I.-generated material is reshaping how students learn, faculty teach, and businesses operate.  Employers are now expecting college graduates to have a basic understanding of these tools and will most likely be using A.I. software in their operations.   

柑橘直播 is adapting and learning to use this technology appropriately in our teaching, research, and business operations. As such, we wanted to provide a brief update on A.I. at 柑橘直播 and offer some resources to help you learn more on this topic.

To date, the University has provided requirements and guidance on A.I. to 柑橘直播ns through revisions to the Code of Academic Integrity, guidelines for faculty around A.I. generators in their courses, and guidelines for students regarding the responsible academic use of A.I. generators.

Please note:  Information uploaded to an open (free) A.I. system does not remain private and can be shared with others. At this time, no 柑橘直播 data is permitted to be uploaded into open (free) A.I. systems and all data governance standards and policies related to safeguarding university data are required to be followed (located within the Data Governance webpage under 鈥淪tandards and Policies鈥�).

A.I. in Teaching and Learning

• The University is exploring a screening tool for A.I.-generated material. While such tools have limitations, they can be an excellent deterrent for academic integrity issues.
• Departments, academic programs, and colleges are encouraged to develop discipline-appropriate ways to teach students about this technology and how to utilize these tools ethically and properly. You can help students refine their core skills of critical thinking, ethical reasoning, and digital literacy by teaching them to appropriately use generative A.I and analyze the output.

A.I. in Research

• A survey was sent to faculty concerning A.I. in research and plans are in development to provide requirements as well as guidance around its proper use. No private/confidential information or intellectual property may be uploaded into open (free) A.I. systems.
• Each funding agency, publisher, and others are developing their own rules around generative A.I. Please be sure to keep up with and follow the requirements in your field.

Resources to Learn More about A.I.

• VITAL and VIRS are planning to offer events in the spring featuring 柑橘直播 faculty experts to help guide conversations about A.I.
• 柑橘直播 has an enterprise site license for  chat application, formerly Bing Chat for Enterprise, which is built off of Open A.I.  Currently only faculty have access, but we are considering opening it up to others. Information uploaded to Copilot remains private and is not used to train the base model.
• Faculty are encouraged to use  for comprehensive information about A.I. generators and prompt engineering
  • A newly released professional certificate called  was created by Microsoft & LinkedIn. It鈥檚 about four hours of content and covers subjects like models of AI, machine learning, the difference between search engines and reasoning engines, and ethics of AI.
  • There are several  (how to give the right inputs to get the desired outputs).

The University is continuing to refine its approach to A.I. with planned initiatives including instituting a university-wide A.I. advisory board and a centralized website to keep the community up to date on this continuously evolving technology.

We encourage you to stay informed and bring a flexible mindset to the A.I. conversations.   

Randy Weinstein
Vice Provost for Teaching and Learning
Professor of Chemical and Biological Engineering