{"apiVersion":"v1","generatedAt":"2026-05-17T04:44:36.645Z","canonicalUrl":"https://eduaipolicy.org/universities/university-of-limerick","license":"CC-BY-4.0","trackerMetadataLicense":"CC-BY-4.0","sourcePolicy":"Tracker metadata is open licensed. Official source documents, page text, PDFs, and other source materials retain their original rights and terms.","sourceRightsPolicy":"Tracker metadata is open licensed. Official source documents, page text, PDFs, and other source materials retain their original rights and terms.","limitations":["Policy analysis profiles are deterministic summaries of public tracker claims and are not final policy conclusions.","Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score, strictness score, legal adequacy score, safety score, or institutional compliance score.","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."],"citation":{"citationTitle":"University of Limerick policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/university-of-limerick","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-limerick.json","suggestedCitation":"University AI Policy Tracker. \"University of Limerick policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-limerick","sourceRightsPolicy":"Tracker metadata is open licensed. Official source documents, page text, PDFs, and other source materials retain their original rights and terms."},"data":{"schemaVersion":"uapt-policy-analysis-v1","apiVersion":"v1","entityType":"university","entitySlug":"university-of-limerick","entityName":"University of Limerick","canonicalUrl":"https://eduaipolicy.org/universities/university-of-limerick","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-limerick.json","generatedAt":"2026-05-16T19:55:00.000Z","basedOnClaimIds":["claim-ul-ai-output-verification","claim-ul-copilot-preferred-platform","claim-ul-genai-misconduct-procedure","claim-ul-local-ai-use-decisions","claim-ul-tool-approval-cloud-governance","claim-ul-unauthorized-ai-breach"],"basedOnSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"coverageScore":{"score":85,"maxScore":100,"label":"broad_public_coverage","components":[{"key":"policy_presence","label":"Central AI policy or guidance source exists","points":15,"maxPoints":15,"status":"unclear","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure","claim-ul-tool-approval-cloud-governance","claim-ul-ai-output-verification","claim-ul-copilot-preferred-platform"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure","claim-ul-copilot-preferred-platform","claim-ul-local-ai-use-decisions"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure","claim-ul-copilot-preferred-platform","claim-ul-local-ai-use-decisions"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-ul-tool-approval-cloud-governance"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-ul-tool-approval-cloud-governance","claim-ul-copilot-preferred-platform"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-ul-local-ai-use-decisions"],"reviewState":"machine_candidate"}],"reviewState":"machine_candidate","limitations":["Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score.","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."]},"dimensions":[{"key":"policy_presence","label":"Policy presence","status":"unclear","normalizedValue":"unauthorized_ai_use_breach_academic_integrity","summary":"University of Limerick has 5 source-backed public claims for policy presence; deterministic analysis status: unclear.","explanation":"Whether the public record contains official AI policy or guidance sources. This unclear status was derived from claim type, normalized value, and keyword rules over 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure","claim-ul-tool-approval-cloud-governance","claim-ul-ai-output-verification","claim-ul-copilot-preferred-platform"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.811,"evidenceCount":5,"sourceCount":5,"basis":[{"claimId":"claim-ul-unauthorized-ai-breach","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The Academic Integrity Policy and the Procedures for Managing Allegations of Academic Misconduct, available on the UL Policy hub, indicate that it is a breach of academic integrity if AI is used in an unauthorised manner. In other words, it is the responsibility of the module leader/equivalent to decide and communicate the level of acceptable use of AI to students i.e. to determine what is authorised/unauthorised use.","sourceSnapshotHash":"895db1df092c14ba0d9213066318180141b7cd5624876162e2c7cc51ab24bd81","reviewState":"agent_reviewed"},{"claimId":"claim-ul-genai-misconduct-procedure","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The use of Gen AI in assessment beyond the specifications of the module lead and/or programme lead is considered to be a form of academic misconduct, as described in the Academic Integrity Policy. Concerns relating to the unauthorised use of GenAI should be managed in accordance with the Procedures for Managing Allegations of Academic Misconduct.","sourceSnapshotHash":"07c65bc24d734000fb71b9fc5a2669d348e109b6cb8b785fd305e4fa947099b3","reviewState":"agent_reviewed"},{"claimId":"claim-ul-tool-approval-cloud-governance","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles","sourceLanguage":"en","evidenceSnippet":"The use of any tool within the University must be compliant with the UL Data Protection Policy, IT Security Policy, and the Acceptable Usage Policy. All tools being used within the University must go through the appropriate approval processes. Tools with a cloud aspect must be approved through the Cloud Governance process.","sourceSnapshotHash":"9a0425f7b5d3871c8e4f3cb04fa873c2bdde77990a4c6f5236b1951d529d0b5c","reviewState":"agent_reviewed"},{"claimId":"claim-ul-ai-output-verification","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"As a result, all outputs from Gen AI tools which we rely on for essential information or which will inform decisions or influence research must be independently verified.","sourceSnapshotHash":"3fb3c0866dd388578e5fa5893080d43d60822fefa6e372cef5c06bd73a1a5262","reviewState":"agent_reviewed"},{"claimId":"claim-ul-copilot-preferred-platform","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai","sourceLanguage":"en","evidenceSnippet":"From a security and data integrity standpoint, if Gen AI is to be used by staff or students, the preferred platform is currently Microsoft Copilot, accessed through UL staff or student accounts. UL maintains a contractual agreement with Microsoft, a distinction not shared with other providers.","sourceSnapshotHash":"7bbfcf4b6a59a8e20218eb19f558d68adde1b4cf92924a7e682fc7e47589f5ea","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"not_mentioned","summary":"No source-backed public claim about AI disclosure or acknowledgement is present in this profile.","explanation":"This is an absence-of-evidence marker for the current tracker profile, not proof that no such policy exists.","evidenceClaimIds":[],"evidenceSourceUrls":[],"sourceLanguages":[],"reviewState":"machine_candidate","confidence":0,"evidenceCount":0,"sourceCount":0,"notMentionedReason":"The current public tracker record does not contain claim evidence about disclosing, acknowledging, citing, or declaring AI use.","basis":[]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"unauthorized_ai_use_breach_academic_integrity","summary":"University of Limerick has 4 source-backed public claims for coursework; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This restricted status was derived from claim type, normalized value, and keyword rules over 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure","claim-ul-copilot-preferred-platform","claim-ul-local-ai-use-decisions"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"claim-ul-unauthorized-ai-breach","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The Academic Integrity Policy and the Procedures for Managing Allegations of Academic Misconduct, available on the UL Policy hub, indicate that it is a breach of academic integrity if AI is used in an unauthorised manner. In other words, it is the responsibility of the module leader/equivalent to decide and communicate the level of acceptable use of AI to students i.e. to determine what is authorised/unauthorised use.","sourceSnapshotHash":"895db1df092c14ba0d9213066318180141b7cd5624876162e2c7cc51ab24bd81","reviewState":"agent_reviewed"},{"claimId":"claim-ul-genai-misconduct-procedure","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The use of Gen AI in assessment beyond the specifications of the module lead and/or programme lead is considered to be a form of academic misconduct, as described in the Academic Integrity Policy. Concerns relating to the unauthorised use of GenAI should be managed in accordance with the Procedures for Managing Allegations of Academic Misconduct.","sourceSnapshotHash":"07c65bc24d734000fb71b9fc5a2669d348e109b6cb8b785fd305e4fa947099b3","reviewState":"agent_reviewed"},{"claimId":"claim-ul-copilot-preferred-platform","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai","sourceLanguage":"en","evidenceSnippet":"From a security and data integrity standpoint, if Gen AI is to be used by staff or students, the preferred platform is currently Microsoft Copilot, accessed through UL staff or student accounts. UL maintains a contractual agreement with Microsoft, a distinction not shared with other providers.","sourceSnapshotHash":"7bbfcf4b6a59a8e20218eb19f558d68adde1b4cf92924a7e682fc7e47589f5ea","reviewState":"agent_reviewed"},{"claimId":"claim-ul-local-ai-use-decisions","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Given the variety of offerings, disciplines and courses, the question of legitimate use of AI within academia, will inevitably be a local decision. That is, a module coordinator, programme lead or Head of Department, will dictate the limits of legitimate uses of AI within module or programme design, in keeping with the module or programme aims and content.","sourceSnapshotHash":"3fb3c0866dd388578e5fa5893080d43d60822fefa6e372cef5c06bd73a1a5262","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"unauthorized_ai_use_breach_academic_integrity","summary":"University of Limerick has 4 source-backed public claims for exams; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This restricted status was derived from claim type, normalized value, and keyword rules over 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure","claim-ul-copilot-preferred-platform","claim-ul-local-ai-use-decisions"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"claim-ul-unauthorized-ai-breach","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The Academic Integrity Policy and the Procedures for Managing Allegations of Academic Misconduct, available on the UL Policy hub, indicate that it is a breach of academic integrity if AI is used in an unauthorised manner. In other words, it is the responsibility of the module leader/equivalent to decide and communicate the level of acceptable use of AI to students i.e. to determine what is authorised/unauthorised use.","sourceSnapshotHash":"895db1df092c14ba0d9213066318180141b7cd5624876162e2c7cc51ab24bd81","reviewState":"agent_reviewed"},{"claimId":"claim-ul-genai-misconduct-procedure","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The use of Gen AI in assessment beyond the specifications of the module lead and/or programme lead is considered to be a form of academic misconduct, as described in the Academic Integrity Policy. Concerns relating to the unauthorised use of GenAI should be managed in accordance with the Procedures for Managing Allegations of Academic Misconduct.","sourceSnapshotHash":"07c65bc24d734000fb71b9fc5a2669d348e109b6cb8b785fd305e4fa947099b3","reviewState":"agent_reviewed"},{"claimId":"claim-ul-copilot-preferred-platform","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai","sourceLanguage":"en","evidenceSnippet":"From a security and data integrity standpoint, if Gen AI is to be used by staff or students, the preferred platform is currently Microsoft Copilot, accessed through UL staff or student accounts. UL maintains a contractual agreement with Microsoft, a distinction not shared with other providers.","sourceSnapshotHash":"7bbfcf4b6a59a8e20218eb19f558d68adde1b4cf92924a7e682fc7e47589f5ea","reviewState":"agent_reviewed"},{"claimId":"claim-ul-local-ai-use-decisions","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Given the variety of offerings, disciplines and courses, the question of legitimate use of AI within academia, will inevitably be a local decision. That is, a module coordinator, programme lead or Head of Department, will dictate the limits of legitimate uses of AI within module or programme design, in keeping with the module or programme aims and content.","sourceSnapshotHash":"3fb3c0866dd388578e5fa5893080d43d60822fefa6e372cef5c06bd73a1a5262","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"required","normalizedValue":"university_tool_use_requires_policy_compliance_cloud_governance","summary":"University of Limerick has 1 source-backed public claim for privacy and data entry; deterministic analysis status: required.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. This required status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-tool-approval-cloud-governance"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.816,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ul-tool-approval-cloud-governance","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles","sourceLanguage":"en","evidenceSnippet":"The use of any tool within the University must be compliant with the UL Data Protection Policy, IT Security Policy, and the Acceptable Usage Policy. All tools being used within the University must go through the appropriate approval processes. Tools with a cloud aspect must be approved through the Cloud Governance process.","sourceSnapshotHash":"9a0425f7b5d3871c8e4f3cb04fa873c2bdde77990a4c6f5236b1951d529d0b5c","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"restricted","normalizedValue":"unauthorized_ai_use_breach_academic_integrity","summary":"University of Limerick has 2 source-backed public claims for academic integrity; deterministic analysis status: restricted.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. This restricted status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-unauthorized-ai-breach","claim-ul-genai-misconduct-procedure"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.82,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-ul-unauthorized-ai-breach","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/assessment-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The Academic Integrity Policy and the Procedures for Managing Allegations of Academic Misconduct, available on the UL Policy hub, indicate that it is a breach of academic integrity if AI is used in an unauthorised manner. In other words, it is the responsibility of the module leader/equivalent to decide and communicate the level of acceptable use of AI to students i.e. to determine what is authorised/unauthorised use.","sourceSnapshotHash":"895db1df092c14ba0d9213066318180141b7cd5624876162e2c7cc51ab24bd81","reviewState":"agent_reviewed"},{"claimId":"claim-ul-genai-misconduct-procedure","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/academic-misconduct-and-gen-ai","sourceLanguage":"en","evidenceSnippet":"The use of Gen AI in assessment beyond the specifications of the module lead and/or programme lead is considered to be a form of academic misconduct, as described in the Academic Integrity Policy. Concerns relating to the unauthorised use of GenAI should be managed in accordance with the Procedures for Managing Allegations of Academic Misconduct.","sourceSnapshotHash":"07c65bc24d734000fb71b9fc5a2669d348e109b6cb8b785fd305e4fa947099b3","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"required","normalizedValue":"university_tool_use_requires_policy_compliance_cloud_governance","summary":"University of Limerick has 2 source-backed public claims for approved tools; deterministic analysis status: required.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This required status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-tool-approval-cloud-governance","claim-ul-copilot-preferred-platform"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles","https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-ul-tool-approval-cloud-governance","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles","sourceLanguage":"en","evidenceSnippet":"The use of any tool within the University must be compliant with the UL Data Protection Policy, IT Security Policy, and the Acceptable Usage Policy. All tools being used within the University must go through the appropriate approval processes. Tools with a cloud aspect must be approved through the Cloud Governance process.","sourceSnapshotHash":"9a0425f7b5d3871c8e4f3cb04fa873c2bdde77990a4c6f5236b1951d529d0b5c","reviewState":"agent_reviewed"},{"claimId":"claim-ul-copilot-preferred-platform","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai","sourceLanguage":"en","evidenceSnippet":"From a security and data integrity standpoint, if Gen AI is to be used by staff or students, the preferred platform is currently Microsoft Copilot, accessed through UL staff or student accounts. UL maintains a contractual agreement with Microsoft, a distinction not shared with other providers.","sourceSnapshotHash":"7bbfcf4b6a59a8e20218eb19f558d68adde1b4cf92924a7e682fc7e47589f5ea","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"recommended","normalizedValue":"microsoft_copilot_preferred_platform","summary":"University of Limerick has 1 source-backed public claim for named ai services; deterministic analysis status: recommended.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-copilot-preferred-platform"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ul-copilot-preferred-platform","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/tips-for-students-on-the-use-of-gen-ai","sourceLanguage":"en","evidenceSnippet":"From a security and data integrity standpoint, if Gen AI is to be used by staff or students, the preferred platform is currently Microsoft Copilot, accessed through UL staff or student accounts. UL maintains a contractual agreement with Microsoft, a distinction not shared with other providers.","sourceSnapshotHash":"7bbfcf4b6a59a8e20218eb19f558d68adde1b4cf92924a7e682fc7e47589f5ea","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"module_programme_level_ai_use_limits","summary":"University of Limerick has 1 source-backed public claim for teaching guidance; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses instructors, teaching, classroom policy, assessment design, or syllabus language. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-local-ai-use-decisions"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ul-local-ai-use-decisions","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Given the variety of offerings, disciplines and courses, the question of legitimate use of AI within academia, will inevitably be a local decision. That is, a module coordinator, programme lead or Head of Department, will dictate the limits of legitimate uses of AI within module or programme design, in keeping with the module or programme aims and content.","sourceSnapshotHash":"3fb3c0866dd388578e5fa5893080d43d60822fefa6e372cef5c06bd73a1a5262","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"recommended","normalizedValue":"genai_outputs_must_be_independently_verified","summary":"University of Limerick has 1 source-backed public claim for research guidance; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses research use, publication ethics, research data, grants, or human-subjects compliance. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-ai-output-verification"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ul-ai-output-verification","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"As a result, all outputs from Gen AI tools which we rely on for essential information or which will inform decisions or influence research must be independently verified.","sourceSnapshotHash":"3fb3c0866dd388578e5fa5893080d43d60822fefa6e372cef5c06bd73a1a5262","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"required","normalizedValue":"university_tool_use_requires_policy_compliance_cloud_governance","summary":"University of Limerick has 1 source-backed public claim for security and procurement; deterministic analysis status: required.","explanation":"Whether public guidance addresses security review, procurement, vendor approval, risk assessment, authentication, SSO, or licensing. This required status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ul-tool-approval-cloud-governance"],"evidenceSourceUrls":["https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.816,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ul-tool-approval-cloud-governance","sourceUrl":"https://www.ul.ie/provost/functions-processes/academic-integrity-unit/generative-artificial-intelligence-principles","sourceLanguage":"en","evidenceSnippet":"The use of any tool within the University must be compliant with the UL Data Protection Policy, IT Security Policy, and the Acceptable Usage Policy. All tools being used within the University must go through the appropriate approval processes. Tools with a cloud aspect must be approved through the Cloud Governance process.","sourceSnapshotHash":"9a0425f7b5d3871c8e4f3cb04fa873c2bdde77990a4c6f5236b1951d529d0b5c","reviewState":"agent_reviewed"}]}],"limitations":["Policy analysis profiles are deterministic summaries of public tracker claims and are not final policy conclusions.","Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score, strictness score, legal adequacy score, safety score, or institutional compliance score.","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."],"suggestedCitation":"University AI Policy Tracker. \"University of Limerick policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-limerick"}}