University of Massachusetts Boston AI Policy

MassachusettsPublicLast Updated: February 2026

Academic IntegrityInstitutional & AdministrativeResearchTeaching & Learning
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Policy Coverage
75%9 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.
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 Massachusetts Boston has defined AI policies across 9 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 data analysis. 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 ProhibitedAttribution Required
  • Course-level policy is left to instructor discretion
  • Faculty are recommended to state in the syllabus either that AI is prohibited for submitted coursework or that AI is permitted only for certain assignments with attribution
  • When AI is prohibited, students must produce the work themselves; when AI is allowed, the course must specify where it is allowed and students must cite AI-generated material

Faculty determine their own policy for generative AI use in their course.

1. Prohibiting AI-based cheating: The use of AI or any other automated system for cheating purposes is strictly prohibited in this course. This includes the use of AI tools for generating papers, presentations, or any other assignments. Any such use will be considered a violation of the academic integrity policy and appropriate action will be taken.

At its October 2023 meeting, the Faculty Council recommended that all syllabi include one of two statements concerning the use or restriction of Artificial Intelligence (AI) tools in courses.

1. AI is prohibited: In this class, all work submitted by students must be generated by the students themselves, whether working individually or in groups. Students should not have another person or entity do the writing of any portion of an assignment; this includes hiring a person or a company to write assignments and using AI tools like ChatGPT.

2. AI is allowed with attribution: Use of AI tools, including ChatGPT, is permitted in this course on certain assignments [either detail assignments or types of assignments here, or clarify how they will know which].

U2Examinations & Assessments
AI Prohibited in ExamsIntegrity Code Applies
  • The university does not provide a distinct university-wide AI rule specifically for exams or quizzes in the provided sources
  • Instead, instructors are told to set their own course AI policy and may prohibit AI-based cheating or design assessments to reduce opportunities for misconduct

Faculty determine their own policy for generative AI use in their course.

1. Prohibiting AI-based cheating: The use of AI or any other automated system for cheating purposes is strictly prohibited in this course.

Design assessments and assignments in a way that minimizes opportunities for academic dishonesty.

U3Learning & Study Assistance
AI Encouraged for StudyVerification Advised
  • Course-specific limits may still apply because faculty set their own AI policies
  • The guidance frames AI as a tutor or learning partner, but students are told to verify information and accuracy
  • Students may use Microsoft Copilot Chat or similar AI tools for learning support, such as asking questions and getting help understanding course material

Students can benefit from Microsoft Copilot Chat or other AI Generative technologies by using the tool as a tutor or learning partner.

1. Answering questions: Students can ask any questions they may have related to their coursework or the subject matter being taught. It can pool multiple resources and provide efficient answers, helping students to better understand the material.

2. Generating content: Students can use it to generate content for deliverables by helping them develop their ideas, structure their arguments, and identify relevant sources. It’s important to further research any information collected by a generative AI tool to ensure accuracy of content and sources provided.

Faculty determine their own policy for generative AI use in their course.

U4Code Generation & Programming
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No policy defined yet
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Research

U5Research Writing & Manuscript Preparation
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No policy defined yet
U6Research Data & Analysis
Data Policy DefinedHuman Oversight Required
  • Guidance also notes that instructors can use Copilot to identify research topics, but information gathered through AI should be further researched for accuracy
  • The provided sources do not set a specific research-data AI policy, but they do tell users not to enter certain sensitive or unpublished material into generative AI tools and to verify outputs

Do not use Copilot to process personal information that could violate HIPAA or other data protection laws.

Identifying research topics: Instructors can prompt Microsoft Copilot Chat or another Generative AI tool to explore potential research topics for themselves or student deliverables. It’s important to further research all information collected by a generative AI tool to ensure accuracy of content and sources provided.

Generative AI language tools learn from the material they are exposed to from the users. We recommend that you use these tools to collect general information for your educational needs, but not provide the AI tool with materials unpublished or proprietary educational materials, as they could then be used to answer another person’s question.

U7Research Ethics & Integrity
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No policy defined yet
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Academic Integrity

U8Disclosure & Attribution Requirements
Disclosure MandatoryCitation Required
  • When a course allows AI use, students are required to disclose and cite any AI-generated material that informed their work
  • AI-generated content shared with others should also be clearly labeled, and failure to attribute AI use is treated as academic dishonesty
  • The required attribution includes in-text citations, references, and the full text of the cited ChatGPT or other LLM output as an appendix

students must cite any AI-generated material that informed their work; citations should include not only in-text citations and listing in the references, but also the full text of cited ChatGPT (or other Large Language Model (LLM) generator) as an appendix to the assignment. Using an AI tool to generate content without proper attribution qualifies as academic dishonesty.

This includes ensuring that any data used in AI systems is properly licensed, and that any AI-generated content is appropriately cited. Additionally, any AI-generated content that is shared with others should be clearly labeled as such to avoid misrepresentation.

U9Detection & Enforcement
Detection Tools UsedIntegrity Process
  • UMass Boston states that its Turnitin service does not include AI detection, and its AI guidance warns that free AI-detection tools are not always accurate
  • Undisclosed or improper AI use can still be enforced as academic dishonesty under course and academic integrity policies, and instructors are told to use critical judgment rather than relying solely on detection tools

Please note that Turnitin at UMass Boston does not include AI detection services.

There are a number of free tools available, including GPTZero, which are programmed to detect a number of different AI models. However, these tools are not always accurate when it comes to distinguishing human-written from AI-generated content. If you're concerned about the authenticity of student content, always apply critical thinking, check the source, and if possible, verify information through multiple channels.

Using an AI tool to generate content without proper attribution qualifies as academic dishonesty.

Any such use will be considered a violation of the academic integrity policy and appropriate action will be taken.

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Institutional & Administrative

U10Faculty & Staff Use
Staff Guidelines
  • Faculty are additionally expected to set and communicate AI expectations for their courses
  • The guidance also requires human oversight: users should fact-check outputs, ask for sources when accuracy matters, and not rely solely on AI for critical decisions
  • Faculty and staff are encouraged to use Microsoft Copilot Chat and other generative AI tools for work and teaching support, including creating content, feedback, and planning

AI-powered platforms can assist instructors in creating customized content for courses, providing personalized feedback, and assessing student progress.

Microsoft Copilot Chat or other AI generative technologies can provide assistance to teachers in higher education in a number of ways.

Always fact-check the results before using them.

Ask for sources – request links or references when accuracy matters.

Use human oversight – never rely solely on AI for critical decisions.

Communicate the standards of academic honesty to their students, including the proper citation of sources and the expectations for individual and collaborative work.

U11Institutional Data Protection & Approved AI Platforms
Approved Tools ListedData Protection ActiveUnapproved AI Blocked
  • The guidance therefore allows use of an approved institutional platform while restricting sensitive data entry
  • The university has licensed Microsoft Copilot Chat and directs users to sign in with their UMass Boston Microsoft 365 account
  • Users are told not to use Copilot for personal information that could violate HIPAA or other data protection laws, and students and instructors are cautioned not to share unpublished, proprietary, personal, or professional data on AI platforms

The university has licensed Microsoft Copilot Chat.

Microsoft Copilot is an AI-powered assistant that boosts efficiency and creativity. At UMass Boston, the enterprise Copilot Chat is available on the web (not built into apps like Word or Excel).

Important: Sign in with your UMass Boston Microsoft 365 account and look for the enterprise shield icon.

Do not use Copilot to process personal information that could violate HIPAA or other data protection laws.

We recommend that you use these tools to collect general information for your educational needs, but not provide the AI tool with materials unpublished or proprietary educational materials, as they could then be used to answer another person’s question.

Students and instructors should be cautious about sharing novel ideas, personal, or professional data on AI-powered platforms that aren't previously published or copyrighted.

U12University AI Governance & Strategy
Governance Body ActiveAI Strategy Defined
  • UMass Boston has institution-level AI guidance and a Faculty Council recommendation that all syllabi include an AI statement
  • The governance approach reflected in the provided sources is decentralized at the course level, with faculty determining AI policy for their own classes, while the Faculty Council recommends common syllabus language and plans to revisit the issue because the technology is evolving quickly

Faculty determine their own policy for generative AI use in their course.

At its October 2023 meeting, the Faculty Council recommended that all syllabi include one of two statements concerning the use or restriction of Artificial Intelligence (AI) tools in courses.

Whereas the policies for the use of AI tools will vary across university classrooms, depending on the course and the instructor;

Be it resolved that the Faculty Council recommends that all syllabi include some statement concerning the use of AI tools in the course.

Be it further resolved that, since this is a fast moving technology and a quickly evolving pedagogical question, the Faculty Council should revisit this resolution in a year’s time.

DocuMark: Responsible AI Use for Academic Integrity

Knowing your institution's AI policy is step one. DocuMark helps enforce it fairly by empowering universities to manage AI-generated content, prevent cheating, and support student writing through responsible AI use.

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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