academic_integrity
UMBC's Academic and Instructional AI page says UMBC does not license any AI detection tools at this time and describes reliability concerns with AI-detection tools.
Review: Agent reviewed
Change log
University of Maryland, Baltimore County
Source-backed change history with no release-to-release policy diff rows recorded yet; current claims, official sources, review state, and freshness remain visible across 0 public release records.
Change summary
Current public record freshness and review state.
University of Maryland, Baltimore County currently has 5 source-backed claim records and 3 official source attributions. Latest tracked changed date: May 20, 2026. No tracker diff rows are recorded in the latest public release.
This page combines all public release diffs for University of Maryland, Baltimore County. Individual release snapshots remain available from their release-specific URLs.
No release-to-release policy diff rows are recorded for this university yet. The page still tracks current source-backed claims, official source attributions, review state, source freshness, and public JSON for discovery and citation.
This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page.
Newly extracted claims are tracker additions and are not necessarily newly published by the university. Source snapshot changes show hash changes for the same source URL and are not by themselves policy changes.
Diff categories
Semantic classification for this release diff.
Combined release diff
Unified tracker diff generated from all public release snapshots for this university.
University of Maryland, Baltimore County combined release diff
Initial tracked release. Lines represent public claim/evidence records entering the release snapshot.
+10-0
11 # University of Maryland, Baltimore County AI policy record
2+privacy: For administrative AI use, UMBC's DoIT guidance says that unless a user is using a tool from the GenAI Tools page, only public data may be used with a generative AI service and use of UMBC proprietary data is forbidden.
3+Evidence (en-US, f906c55663f9): Safeguard data in our use of AI. Please remember, unless you are using a tool from the GenAI Tools web page, you may only use public data with a generative AI service. Using any UMBC proprietary data is forbidden.
4+academic_integrity: UMBC's Academic and Instructional AI page says UMBC does not license any AI detection tools at this time and describes reliability concerns with AI-detection tools.
5+Evidence (en-US, 96c67314bb5c): There are a number of AI detection tools available, some built on older APIs for ChatGPT and therefore they are not accurate just on this factor alone. AI, by its nature, is constantly learning and improving itself and it may never be possible to truly detect whether text is AI-generated. Note: UMBC does not license any AI detection tools at this time.
6+privacy: UMBC's DoIT GenAI Tools guidance says UMBC content that is not public should not be used with a GenAI service unless UMBC has verified that the service is safe to use, and says UMBC has several tools verified as safe for Level 1 and FERPA data.
7+Evidence (en-US, 4fbda9b09ee6): Unless this information is considered public material, something you would publish on a website for the Internet to see, you should not use content from UMBC on any GenAI service unless you know that UMBC has verified it is safe to use. Luckily, UMBC has access to several GenAI tools that have been verified as safe to use on UMBC Level 1 & FERPA data, which is data intended to be kept internal to UMBC.
8+teaching: UMBC's Academic and Instructional AI guidance advises instructors to set clear expectations for generative AI use, including citation or reference expectations if AI is permitted, and says students who use AI should have prompts available to explain their process.
9+Evidence (en-US, 96c67314bb5c): Set clear expectations for using generative AI tools including how to cite or reference appropriately, if permitted (Mollick & Mollick, 2023). If students do use AI, they should have prompts readily available to explain how they made use of them and explain their process.
10+ai_tool_treatment: UMBC's Academic and Instructional AI page says Google Gemini and Microsoft Copilot are available to all campus users and that data is protected and not used for future training when users sign into UMBC-supported AI tools with a UMBC account.
11+Evidence (en-US, 96c67314bb5c): UMBC offers three generative AI tools to faculty, staff and students: Google Gemini and Microsoft Copilot to all campus users (faculty, staff, and students) When you sign into any of these UMBC-supported AI tools using your UMBC account, your data is protected and not used for future training.
Release history
0 public release diffs
Claim changes
5 claim records
teaching
UMBC's Academic and Instructional AI guidance advises instructors to set clear expectations for generative AI use, including citation or reference expectations if AI is permitted, and says students who use AI should have prompts available to explain their process.
Review: Agent reviewed
ai_tool_treatment
UMBC's Academic and Instructional AI page says Google Gemini and Microsoft Copilot are available to all campus users and that data is protected and not used for future training when users sign into UMBC-supported AI tools with a UMBC account.
Review: Agent reviewed
privacy
For administrative AI use, UMBC's DoIT guidance says that unless a user is using a tool from the GenAI Tools page, only public data may be used with a generative AI service and use of UMBC proprietary data is forbidden.
Review: Agent reviewed
privacy
UMBC's DoIT GenAI Tools guidance says UMBC content that is not public should not be used with a GenAI service unless UMBC has verified that the service is safe to use, and says UMBC has several tools verified as safe for Level 1 and FERPA data.
Review: Agent reviewed
Source snapshots
3 source attributions
Academic and Instructional AI - Division of Information Technology - UMBC
official_guidance Tracker checked at May 20, 2026, 4:50 PM
Administrative AI - Division of Information Technology - UMBC
official_guidance Tracker checked at May 20, 2026, 4:49 PM
GenAI Tools - Division of Information Technology - UMBC
official_guidance Tracker checked at May 20, 2026, 4:48 PM