University of Nebraska-Lincoln AI Policy

NebraskaPublicLast Updated: February 2026

Academic IntegrityInstitutional & AdministrativeResearchTeaching & Learning
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Policy Coverage
100%12 of 12
Prohibited
Coursework
This university prohibits AI tool usage for coursework and assignments unless explicitly authorized by the instructor.
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.
Active
Governance
The university has established AI governance at the institutional level.
POLICY OVERVIEW

AI Policy Summary

University of Nebraska-Lincoln has defined AI policies across 12 of 12 policy categories, covering Academic Integrity, Institutional & Administrative, Research, Teaching & Learning. The university prohibits the use of AI tools in coursework unless explicitly permitted by instructors. 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
AI ProhibitedViolations Enforced
  • The Code also prohibits using materials/resources for an assignment that are not authorized by the instructor
  • The university also indicates that academic integrity expectations should be communicated and enforced at the course level via syllabi and instructor instructions
  • The Student Code of Conduct treats submitting work prepared by another person or an entity as cheating, and it also defines plagiarism as presenting the words or ideas of another person or entity as one’s own

Using materials or resources during an exam or for an assignment that are not authorized by the instructor.

Taking all or part of work that someone else or an entity prepared and submitting it as one’s own.

Engaging in plagiarism by presenting the words or ideas of another person or entity as one’s own.

Students must read instructions and syllabi carefully so that they know what their instructors expect in terms of academic integrity.

Failing to follow academic integrity policies outlined in a course syllabus.

U2Examinations & Assessments
AI Prohibited in ExamsIntegrity Code Applies
  • The Student Code of Conduct prohibits using unauthorized materials/resources and unauthorized devices during exams
  • It also prohibits copying from another student’s exam and taking an exam for another student or allowing one’s exam to be taken by someone else

Copying from another student’s exam, assignment, or project.

Using materials or resources during an exam or for an assignment that are not authorized by the instructor.

Using devices during an exam that are not authorized by the instructor.

Taking an exam for another student or allowing their exam to be taken by someone else.

U3Learning & Study Assistance
Guidelines Issued
  • The university does not define an AI-specific policy for using AI as study assistance
  • It states generally that students who are unsure whether particular conduct is appropriate should ask their instructors or university administrators

Students who are unsure whether or not particular conduct is appropriate should ask their instructors or university administrators.

U4Code Generation & Programming
AI Code Restricted
  • The university does not define an AI-specific policy for code generation in coursework
  • The Student Code of Conduct includes general academic integrity rules that prohibit submitting work prepared by another person or entity as one’s own, and prohibit using materials/resources for an assignment that are not authorized by the instructor

Using materials or resources during an exam or for an assignment that are not authorized by the instructor.

Taking all or part of work that someone else or an entity prepared and submitting it as one’s own.

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Research

U5Research Writing & Manuscript Preparation
Editing-Level Use AllowedDisclosure Required
  • It also states that UNL employees and students must accept responsibility and accountability for content produced by AI technology and must ensure AI-generated or revised content is accurate and has not been plagiarized
  • UNL’s Office of Research and Innovation guidance states that the role of AI in generating and/or revising content must be clearly disclosed, with an exception that editing a few sentences does not usually require disclosure while improving an entire manuscript requires disclosure

UNL employees and students must accept responsibility and accountability for the content produced by AI technology.

The role of AI in generating and/or revising content must be clearly disclosed in a way that no reader could possibly miss and that a typical reader would find sufficiently easy to understand.

i. In general, the use of AI tools to edit the content of a few sentences does not usually require disclosure; however, the use of AI tools to improve the content of an entire manuscript requires disclosure, and the UNL employee(s) and/or student(s) must ensure that the AI-generated or - revised content is accurate and has not been plagiarized.

Use of AI tools to insert or impart knowledge or creative activities must be disclosed.

U6Research Data & Analysis
Data Policy DefinedHuman Oversight Required
  • The guidance also includes expectations for protecting data with PII used in AI research and development, including security measures and compliance with privacy laws and relevant university policies
  • UNL’s Office of Research and Innovation guidance states that outputs from AI systems must be monitored and validated, and that UNL employees and students must validate results from decisions made by AI systems based on their research or other evidence
  • It also warns that data placed into externally available AI tools become open source and available to the public, and instructs employees and students to be cautious about putting preliminary data or sensitive information into open-sourced AI tools prior to publication or patent filings

Reliability and Safety: Since data sources are constantly changing, and new and larger sources of data are added, outputs from AI systems must be continuously monitored and validated.

UNL employees and students must:

a) Validate results from decisions made by AI systems based on their research or other evidence.

Data placed into AI tools that are externally available become open source and available to the public.

UNL employees and students are expected to follow federal guidelines for making data generated with federal funding available to the public; however, they should be cautious about placing preliminary data or sensitive information into open-sourced AI tools prior to publication or prior to seeking and subsequent filing of patents.

UNL employees and students are expected to:

a) Implement robust data security measures to protect data with PII used in AI research and development.

b) Be mindful of data ownership and consent when using data with PII for AI projects. Obtain informed consent from individuals and comply with relevant privacy regulations.

U7Research Ethics & Integrity
Ethics Framework Active
  • It also states that research personnel are accountable for plagiarized, falsified, or fabricated material generated by AI
  • The guidance notes that federal funding agencies prohibit use of AI tools during the peer-review process and frames using AI in the peer review process as a breach of confidentiality
  • UNL’s Office of Research and Innovation guidance states that ethical and responsible use of AI must be paramount in all university research and creative activities that develop/enhance AI systems or implement AI technologies

Ethical and responsible use of AI must be paramount in all university research and creative activities that seek to develop or enhance AI systems or implement the use of AI technologies.

Federal funding agencies prohibit the use of AI tools during the peer-review process.

Using AI in the peer review process is a breach of confidentiality because these tools “have no guarantee of where data are being sent, saved, viewed or used in the future.”

Research personnel are accountable for any plagiarized, falsified, or fabricated material that was generated by AI, regardless of funding.

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Academic Integrity

U8Disclosure & Attribution Requirements
Disclosure MandatoryCitation Required
  • For coursework/academic work more generally, the Student Code of Conduct does not define AI-specific disclosure or citation requirements
  • It also provides sample language for disclosing AI use and requires that published content be attributed to UNL and the UNL employee(s) and/or student(s)
  • For research and creative activities, UNL’s Office of Research and Innovation guidance requires clear disclosure of AI’s role in generating and/or revising content and indicates that use of AI tools to improve an entire manuscript requires disclosure

The published content must be attributed to UNL and the UNL employee(s) and/or student(s).

The role of AI in generating and/or revising content must be clearly disclosed in a way that no reader could possibly miss and that a typical reader would find sufficiently easy to understand.

i. In general, the use of AI tools to edit the content of a few sentences does not usually require disclosure; however, the use of AI tools to improve the content of an entire manuscript requires disclosure, and the UNL employee(s) and/or student(s) must ensure that the AI-generated or - revised content is accurate and has not been plagiarized.

ii. Use of AI tools to insert or impart knowledge or creative activities must be disclosed.

The following language may be used for this purpose: “The author(s) generated this text in part with [insert name of AI tool and company or reference for AI tool], a large-scale language-generation model. Upon generating draft language, the author(s) reviewed, edited, and revised the language to their own liking and the author(s) take(s) ultimate responsibility for the content of this publication.”

U9Detection & Enforcement
Detection Tools UsedPenalties DefinedIntegrity Process
  • The provided materials do not define any AI-specific detection tooling policy
  • A UNL Faculty Senate policy on sanctions states that a faculty member/instructor who determines a student has committed an act of academic dishonesty must report the incident and may impose academic sanctions
  • The university states that SCCS is responsible for investigating and tracking academic integrity matters, and that (as required by Faculty Senate policy) faculty members must report any violation of academic misconduct they determine has occurred in their class to SCCS

The Office of Student Conduct & Community Standards (SCCS) is responsible for investigating, tracking, and educating the University community about academic integrity.

As required by Faculty Senate Policy, all faculty members must report any violation of academic misconduct that they determine has occurred in their class to SCCS.

As detailed below, a faculty member or instructor of record who determines that a student has, more likely than not, committed an act of academic dishonesty in a course or academic activity, 1 must report the incident and may, in the exercise of his or her professional judgment, impose academic sanction(s) and/or make recommendations for nonacademic sanctions:

Whenever sanctions are imposed, the faculty member/instructor shall report, in writing or using the Report a Violation link from Student Conduct,4 the evidence for the offense,

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Institutional & Administrative

U10Faculty & Staff Use
Staff Guidelines
  • The provided sources do not define a specific policy governing faculty/staff use of AI for grading, feedback, or administrative work beyond these general teaching-guidance statements
  • UNL encourages faculty (via the Center for Transformative Teaching) to develop and communicate AI-related expectations in their syllabi and notes there is no one-size-fits-all approach because courses differ

This CTT resource introduces faculty to A.I. and provides information about common questions around policies and adapting instruction.

Your syllabus is an essential document for conveying expectations to your students.

it is highly recommended that you think about how you might incorporate a policy related to A.I. use into your existing course structure.

There’s no one-size-fits-all approach here since courses differ vastly from one another and there is wide variety in how instructors are incorporating A.I. into their courses.

U11Institutional Data Protection & Approved AI Platforms
Approved Tools ListedData Protection Active
  • The provided sources do not define a campus-wide list of approved AI platforms
  • UNL’s Office of Research and Innovation guidance warns that data placed into externally available AI tools become open source and available to the public, and advises caution with preliminary data or sensitive information
  • It also directs employees and students to implement security measures for data with PII and to follow applicable privacy laws and several referenced University of Nebraska policies (responsible use of computers/information systems, research data and security, and risk classification/minimum security standards)

Data placed into AI tools that are externally available become open source and available to the public.

UNL employees and students are expected to follow federal guidelines for making data generated with federal funding available to the public; however, they should be cautious about placing preliminary data or sensitive information into open-sourced AI tools prior to publication or prior to seeking and subsequent filing of patents.

UNL employees and students are expected to:

a) Implement robust data security measures to protect data with PII used in AI research and development.

Follow applicable privacy laws and regulations (e.g., HIPAA, FERPA, EU GDPR, PIPL, and CCPA) and best practices when using data that includes PII.

UNL employees and students must follow the University of Nebraska’s Policy for Responsible Use of University Computers and Information Systems, Policy on Research Data and Security, and Policy on Risk Classification and Minimum Security Standards.

U12University AI Governance & Strategy
Governance Addressed
  • It also states the Vice Chancellor for Research and Innovation will work with college and IANR deans, center directors, and departmental executive officers to ensure UNL employees and students who develop or use AI in research and creative activities follow these guidelines and best practices
  • UNL’s Office of Research and Innovation publishes “Guiding Principles and Best Practices for AI in Research and Creative Activities at UNL” and states it is imperative for UNL employees and students to embrace guiding principles and best practices for responsible and ethical development, adoption, and use of AI in research and creative activities

Recognizing these challenges, it becomes imperative for UNL employees and students to embrace guiding principles and best practices that are centered on fostering the responsible and ethical development, adoption, and use of AI in research and creative activities at UNL.

This document describes guiding principles and best practices for AI in research and creative activities at UNL. The Vice Chancellor for Research and Innovation will work with the college and IANR deans, center directors, and departmental executive officers (DEOs) to ensure that all UNL employees and students that develop or use AI in research and creative activities will follow these guidelines and best practices.

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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