University of North Carolina at Chapel Hill AI Policy

North CarolinaPublicLast Updated: February 2026

Academic IntegrityInstitutional & AdministrativeResearchTeaching & Learning
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Policy Coverage
100%12 of 12
Varies by Course
Coursework
AI use in coursework is determined at the instructor level. Each course may have different rules about AI tools.
Required
Disclosure
Students must formally disclose and cite any AI assistance used when submitting academic work.
Tools Active
Detection
The university employs AI detection software (such as Turnitin or similar tools) to identify AI-generated content in submissions.
Committee Active
Governance
The university has established a dedicated committee, task force, or working group to oversee AI governance.
POLICY OVERVIEW

AI Policy Summary

University of North Carolina at Chapel Hill has defined AI policies across 12 of 12 policy categories, covering Academic Integrity, Institutional & Administrative, Research, Teaching & Learning. AI use in coursework is addressed on a case-by-case basis, with policies set at the instructor level. Students are required to disclose and attribute AI-generated content in their academic work. The university employs detection and enforcement mechanisms for unauthorized AI use. Research-related AI policies address manuscript preparation, data analysis, research ethics. At the institutional level, the university has established guidelines for faculty and staff AI use, data protection and approved AI tools, AI governance strategy.

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Teaching & Learning

U1Coursework & Assignments
Instructor DiscretionAttribution Required
  • UNC-Chapel Hill directs students to follow the AI policy set in the course syllabus; those course-specific limits supersede the general university guidelines
  • The university’s student guidance also states that AI use must be open and documented, with students expected to declare, explain, and cite AI use and remain fully responsible for the submitted work product

Follow specific AI guidelines in the syllabus.

If you are unsure, check with your instructor. In cases of alleged academic

misconduct, Student Conduct would reference guidance in your syllabus.

The use of AI must be open and documented.

You should declare, explain, and cite any use of AI in the creation of your work

using applicable standards (e.g. APA, MLA, course guidelines). Understand

that you are ultimately 100% responsible for your final product.

Specify AI policies for your course. Consider tailoring university or departmental guidelines to your specific course. Any guidelines or limits you specify for student submissions supersede the university guidelines.

U2Examinations & Assessments
AI Prohibited in ExamsIntegrity Code Applies
  • UNC-Chapel Hill treats use of artificial intelligence as prohibited when it is an unauthorized method/material for academic work, including examinations, under the Student Code of Conduct
  • Instructor/course rules govern whether AI is authorized for a given exam or assessment, and the teaching guidance recommends instructors disclose AI use when generating exam questions and other materials

Cheating: Any unauthorized conduct that actually or potentially compromises the integrity of the academic grading process, including, but not limited to, the following:

1. Using unauthorized materials or methods in completing any academic work (e.g., using notes, books, artificial intelligence, crib sheets, electronic devices, or other materials when prohibited);

The use of AI should be open and documented. It is essential to be transparent and document the use of AI in your work. Inform your students about the use of AI in generating course assignments, exam questions, and other relevant materials.

U3Learning & Study Assistance
Guidelines Issued
  • The faculty guidance also acknowledges and contemplates AI use for non-graded activities (e.g., studying or reviewing course material), leaving the parameters to instructor guidance communicated in the syllabus
  • UNC-Chapel Hill’s student guidance states AI may be used for learning-oriented activities such as brainstorming, exploring topics, and analyzing problems, but students must make the final decisions about appropriateness and accuracy and must evaluate outputs for bias and errors

AI should help you think, notthink for you.

You may be able to use these tools to brainstorm ideas, research topics, and

analyze problems, but you must decide what’s appropriate and accurate.

Engage responsibly with AI.

You must evaluate AI-generated outputs for potential biases, limitations,

inaccuracies, false output, and ethical implications.

Will you encourage or discourage students use of AI for non-graded activities like study groups, summarizing assigned reading, or analyzing data?

Studying or reviewing course-related material

U4Code Generation & Programming
Instructor DiscretionAttribution Required
  • The Student Code of Conduct also provides that using artificial intelligence is cheating when it is an unauthorized method/material for academic work, so permissibility depends on instructor authorization for the specific assignment/course
  • UNC-Chapel Hill provides faculty-facing syllabus guidance that explicitly contemplates student use of AI to write or debug code and offers example policy levels ranging from no AI use to full generative AI use with student review/revision and citations

Writing or debugging code

Partial Generative AI Use (Idea Generation and Research Exploration): AI tools can assist with generating content or solving problems for specific parts of the assignment, but the student must refine and modify the AI-generated content and use proper citations.

For example, AI might draft a section of a literature review or suggest code for a programming problem that the student then edits and improves.

Cheating: Any unauthorized conduct that actually or potentially compromises the integrity of the academic grading process, including, but not limited to, the following:

1. Using unauthorized materials or methods in completing any academic work (e.g., using notes, books, artificial intelligence, crib sheets, electronic devices, or other materials when prohibited);

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Research

U5Research Writing & Manuscript Preparation
Writing Policy Defined
  • UNC-Chapel Hill’s research guidance emphasizes that authors remain responsible and accountable for published and disseminated work, regardless of AI use
  • It warns that uploading unpublished manuscripts to public AI tools is equivalent to public release and requires steps to ensure compliance with applicable privacy/confidentiality rules before uploading

Authors are ultimately responsible and accountable for the content and methodology of their published and disseminated work.

Uploading information (e.g., research data, grant proposals, unpublished manuscripts, or analytical results) to a public AI tool is equivalent to releasing it publicly; thus, before any information from you or another individual is uploaded to a public AI tool, appropriate steps must be taken to ensure that the disclosure of that information is consistent with all rules and laws related to the handling of private information.

U6Research Data & Analysis
Data Policy Defined
  • It also identifies risks of inaccurate or fabricated AI outputs and states AI-generated content may not be amenable to verification through primary sources
  • UNC-Chapel Hill’s research guidance treats entering research data or analytical results into a public AI tool as a form of public disclosure and requires appropriate steps to ensure compliance with rules and laws governing private information before uploading

Uploading information (e.g., research data, grant proposals, unpublished manuscripts, or analytical results) to a public AI tool is equivalent to releasing it publicly; thus, before any information from you or another individual is uploaded to a public AI tool, appropriate steps must be taken to ensure that the disclosure of that information is consistent with all rules and laws related to the handling of private information.

The output may also be inaccurate or entirely fabricated, even if it appears reliable or factual.

The operations that produce AI output are often unknown to its end-users. As a result, these tools may generate content that is not amenable to verification via validating primary sources.

U7Research Ethics & Integrity
Review Board InvolvedEthics Framework Active
  • UNC-Chapel Hill states that research conducted under the university’s auspices must meet the highest standards of integrity and ethical behavior and that everyone involved is responsible for best practices in proposing, performing, reviewing, and reporting research
  • For grant applications submitted through RAMSeS, lead PIs and key personnel certify the submission’s truthfulness, compliance, and originality, and certify that proper citation practices have been followed; the guidance also flags that disclosure/citation norms for AI output are complex and evolving across publishers and funders

University of North Carolina at Chapel Hill policy is that its research be carried out with the highest standards of integrity and ethical behavior. To that end, everyone involved in conducting research under the auspices of the University is responsible for ensuring that they use best practices in proposing, performing, and reviewing research, as well as in reporting research results.

Lead Principal Investigators and other key personnel involved in the preparation of grant applications submitted through the University’s Research Administration Management System & eSubmission (RAMSeS) certify the submissions before the grants are sent to sponsors.

I can ensure that proper citation practices have been followed in this submission; and

The information that is proposed in this application represents original work by the investigators named in the application.

Norms and requirements surrounding the citation of AI-generated output, as well as disclosure of the use of AI technologies, are complex, rapidly evolving, and oftentimes unclear.

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Academic Integrity

U8Disclosure & Attribution Requirements
Disclosure MandatoryCitation Required
  • UNC-Chapel Hill’s student-facing guidance states that AI use must be open and documented, and students should declare, explain, and cite any AI use using applicable standards (e.g., APA/MLA/course guidelines)
  • For instructors, the teaching guidelines likewise emphasize transparency and documentation, including informing students when AI is used in creating course assignments and exam questions; for administrative staff, the operations guidance recommends disclosure when AI is used for tasks impacting decisions or with ethical/legal implications

The use of AI must be open and documented.

You should declare, explain, and cite any use of AI in the creation of your work

using applicable standards (e.g. APA, MLA, course guidelines).

The use of AI should be open and documented. It is essential to be transparent and document the use of AI in your work. Inform your students about the use of AI in generating course assignments, exam questions, and other relevant materials.

Transparency and Documentation: You should disclose when you use generative AI for tasks that can impact decisions or have ethical or legal implications.

U9Detection & Enforcement
Detection Tools Used
  • The teaching guidance advises instructors to exercise caution with AI plagiarism detection tools due to imperfect accuracy and potential circumvention
  • UNC-Chapel Hill’s Student Code of Conduct defines cheating to include using artificial intelligence when it is an unauthorized method/material, and defines unauthorized assistance as receiving unauthorized assistance from another person for academic work

Cheating: Any unauthorized conduct that actually or potentially compromises the integrity of the academic grading process, including, but not limited to, the following:

1. Using unauthorized materials or methods in completing any academic work (e.g., using notes, books, artificial intelligence, crib sheets, electronic devices, or other materials when prohibited);

Unauthorized Assistance/Unauthorized Collaboration: Providing or receiving unauthorized assistance from another person in connection with academic work of any type.

Plagiarism Detection: Exercise caution while utilizing AI plagiarism detection tools, as their accuracy is not guaranteed and there may be instances where they fail to detect plagiarism. Additionally, be aware that individuals could potentially exploit AI technologies to circumvent detection software. Vigilance and mindful use of these tools is recommended.

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Institutional & Administrative

U10Faculty & Staff Use
Staff Guidelines
  • For administrative work, staff guidance permits AI use for communications, data analysis/reporting, and document generation but requires responsible use, critical review for accuracy/tone/inclusivity, and states generative AI should not be used to hire, evaluate, or discipline employees
  • UNC-Chapel Hill teaching guidance permits instructors to consider AI for grading and other instructional tasks but requires verification and holds instructors responsible for mistakes and for the final teaching materials; it also directs instructors not to enter confidential or personal data into AI tools

Balance quality and timeliness for grading purposes: Take into consideration whether AI is suitable for grading an assignment. If it is deemed appropriate, make sure to verify that the output generated by the AI accurately reflects the actual accomplishments or feedback you would otherwise provide to students.

You are 100% responsible for your teaching materials. You are responsible for any mistakes made by AI if you choose to incorporate its output into your lectures or other course content.

Avoid entering confidential or personal data into AI tools. Putting confidential or personal data (e.g., your students’ One Card details,) into these tools exposes you and others to the loss of important information. Therefore, do not do so.

Communications: You may use generative AI when drafting audio, visual, or written communications. However, you must critically review content for tone, accuracy, and inclusivity to prevent potential misinformation, misinterpretations, and/or violations of intellectual property under the UNC-Chapel Hill Copyright Policy.

Please note that generative AI should not be used to hire, evaluate, or discipline employees.

U11Institutional Data Protection & Approved AI Platforms
Approved Tools ListedData Protection ActiveUnapproved AI Blocked
  • The university’s Information Classification Standard defines four tiers (0-3) and labels Tier 2 and Tier 3 as sensitive information
  • ITS identifies Microsoft Copilot Chat (with Data Protection) as an institutionally-scoped tool and states not to use AI tools for PHI/HIPAA data or Tier 3 data; ITS also states Copilot with Data Protection has safeguards appropriate for Tier 1 and Tier 2 data (subject to external obligations overriding)
  • UNC-Chapel Hill guidance repeatedly warns against entering personal/confidential/sensitive data into generative AI tools, and the staff operations guidance prohibits entering sensitive information into AI tools unless the Information Security Office has conducted a risk assessment and the Data Governance Oversight Group has approved the tool to handle sensitive information

Do not enter sensitive information (as defined by the UNC-Chapel Hill Information Classification Standard) into generative AI tools unless the University’s Information Security Office (ISO) has conducted a risk assessment of the generative AI tool and the University’s Data Governance Oversight Group (DGOG) has approved the tool to handle sensitive information.

Do not put personal or

confidential data into these tools.

Microsoft Copilot Chat (with Data Protection), formerly called Bing Chat Enterprise, is an institutionally-scoped generative AI chat tool available to all students, faculty and staff.

Do not use AI tools for protected health information (PHI), or data subject to HIPAA (Health Insurance Portability and Accountability Act), or Tier 3 data.

While Copilot with Data Protection has the appropriate safeguards for Tier 1 and Tier 2 data, do check to make sure any external obligation, data management plans, or system security plans allow for the use of this tool.

This standard defines four tiers of information:

* Tier 0: Public Information

* Tier 1: Business Information

* Tier 2: Confidential Information, and

* Tier 3: Restricted Information.

Tier 2 and Tier 3 information is "sensitive information" as it relates to University policies, standards, and procedures.

U12University AI Governance & Strategy
Governance Body Active
  • UNC-Chapel Hill describes an institutional commitment to AI “in service of the public good” and positions the AI @ UNC site as a central platform for ethical AI practices
  • The Provost and Deans established a UNC Generative AI Committee with representatives from every academic unit to develop teaching and research guidance, and UNC identifies the AI Acceleration Program (through the Office of the Provost) as a campus program to encourage and enable generative AI prototyping and application across instruction, research, and operations

As the nation’s first public university, UNC-Chapel Hill is committed to AI whose invention, use and governance is in service of the public good.

The AI at Carolina website is a central platform for sharing knowledge, engaging in community, driving innovation, and fostering ethical AI practices.

To address these and other emerging concerns, the Provost and Deans established the UNC Generative AI Committee, with representatives from every academic unit.

Through the Office of the Provost, the AI Acceleration Program aims to encourage and enable Generative AI prototyping and application across campus in instruction, research and University operations.

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Disclaimer:* All university AI policy information presented on this platform is compiled from publicly available information, official university websites, and related academic sources. This data reflects information available at the time of last verification as on 27th February 2026. University and institution names referenced on this platform are the property and trademarks of their respective institutions. Their inclusion does not imply any affiliation with, endorsement by, or partnership with those institutions. Policy coverage scores and categorical indicators are automated assessments derived from available documentation and are provided for informational and comparative purposes only. They do not constitute legal, academic, or compliance advice. Users are advised to exercise their own judgement and independently verify all policy information directly with the respective university before making any academic or institutional decisions. For any queries or corrections, please contact us at support@trinka.ai