{"apiVersion":"v1","generatedAt":"2026-07-15T17:36:37.499Z","canonicalUrl":"https://eduaipolicy.org/universities/lappeenranta-lahti-university-technology-lut","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":"Lappeenranta Lahti University Technology Lut policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/lappeenranta-lahti-university-technology-lut","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/lappeenranta-lahti-university-technology-lut.json","suggestedCitation":"University AI Policy Tracker. \"Lappeenranta Lahti University Technology Lut policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/lappeenranta-lahti-university-technology-lut","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":"lappeenranta-lahti-university-technology-lut","entityName":"Lappeenranta Lahti University Technology Lut","canonicalUrl":"https://eduaipolicy.org/universities/lappeenranta-lahti-university-technology-lut","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/lappeenranta-lahti-university-technology-lut.json","generatedAt":"2026-07-16T07:11:43.896Z","basedOnClaimIds":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"basedOnSourceUrls":["https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"coverageScore":{"score":45,"maxScore":100,"label":"partial_public_coverage","components":[{"key":"policy_presence","label":"Central AI policy or guidance source exists","points":15,"maxPoints":15,"status":"unclear","evidenceClaimIds":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"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":"allowed","evidenceClaimIds":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":0,"maxPoints":10,"status":"not_mentioned","evidenceClaimIds":[],"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":"{\"tool\":\"microsoft_copilot\",\"rawToolName\":\"Microsoft Copilot\",\"description\":\"LUT Universities provides students access to Microsoft Copilot and recommends using it with university credentials so information is protected and not used to train language models.\",\"howToObtain\":\"Sign in to Microsoft Copilot with LUT Universities credentials.\",\"costToUser\":\"Not specified.\",\"availability\":\"allowed\",\"endorsementType\":\"officially_endorsed\"}","summary":"Lappeenranta Lahti University Technology Lut has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"evidenceSourceUrls":["https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832","sourceUrl":"https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies","sourceLanguage":"en","evidenceSnippet":"Students at LUT Universities (LUT and LAB) have access to Microsoft Copilot AI application. It’s recommended to use Microsoft Copilot AI application using university’s credentials. Logging in ensures that information is not used for training language models, and the data is protected.","sourceSnapshotHash":"92d8299b3d375098b66a68c879b72400947c3c95d32375c11cfc2996b5667068","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":"allowed","normalizedValue":"{\"tool\":\"microsoft_copilot\",\"rawToolName\":\"Microsoft Copilot\",\"description\":\"LUT Universities provides students access to Microsoft Copilot and recommends using it with university credentials so information is protected and not used to train language models.\",\"howToObtain\":\"Sign in to Microsoft Copilot with LUT Universities credentials.\",\"costToUser\":\"Not specified.\",\"availability\":\"allowed\",\"endorsementType\":\"officially_endorsed\"}","summary":"Lappeenranta Lahti University Technology Lut has 1 source-backed public claim for coursework; deterministic analysis status: allowed.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This allowed 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":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"evidenceSourceUrls":["https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832","sourceUrl":"https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies","sourceLanguage":"en","evidenceSnippet":"Students at LUT Universities (LUT and LAB) have access to Microsoft Copilot AI application. It’s recommended to use Microsoft Copilot AI application using university’s credentials. Logging in ensures that information is not used for training language models, and the data is protected.","sourceSnapshotHash":"92d8299b3d375098b66a68c879b72400947c3c95d32375c11cfc2996b5667068","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"allowed","normalizedValue":"{\"tool\":\"microsoft_copilot\",\"rawToolName\":\"Microsoft Copilot\",\"description\":\"LUT Universities provides students access to Microsoft Copilot and recommends using it with university credentials so information is protected and not used to train language models.\",\"howToObtain\":\"Sign in to Microsoft Copilot with LUT Universities credentials.\",\"costToUser\":\"Not specified.\",\"availability\":\"allowed\",\"endorsementType\":\"officially_endorsed\"}","summary":"Lappeenranta Lahti University Technology Lut has 1 source-backed public claim for exams; deterministic analysis status: allowed.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This allowed 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":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"evidenceSourceUrls":["https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832","sourceUrl":"https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies","sourceLanguage":"en","evidenceSnippet":"Students at LUT Universities (LUT and LAB) have access to Microsoft Copilot AI application. It’s recommended to use Microsoft Copilot AI application using university’s credentials. Logging in ensures that information is not used for training language models, and the data is protected.","sourceSnapshotHash":"92d8299b3d375098b66a68c879b72400947c3c95d32375c11cfc2996b5667068","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"not_mentioned","summary":"No source-backed public claim about privacy or data-entry restrictions 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 personal, confidential, sensitive, regulated, or student data entry into AI tools.","basis":[]},{"key":"academic_integrity","label":"Academic integrity","status":"not_mentioned","summary":"No source-backed public claim about academic-integrity treatment of AI use 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 AI use under academic integrity, misconduct, dishonesty, plagiarism, or cheating rules.","basis":[]},{"key":"approved_tools","label":"Approved tools","status":"allowed","normalizedValue":"{\"tool\":\"microsoft_copilot\",\"rawToolName\":\"Microsoft Copilot\",\"description\":\"LUT Universities provides students access to Microsoft Copilot and recommends using it with university credentials so information is protected and not used to train language models.\",\"howToObtain\":\"Sign in to Microsoft Copilot with LUT Universities credentials.\",\"costToUser\":\"Not specified.\",\"availability\":\"allowed\",\"endorsementType\":\"officially_endorsed\"}","summary":"Lappeenranta Lahti University Technology Lut has 1 source-backed public claim for approved tools; deterministic analysis status: allowed.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This allowed 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":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"evidenceSourceUrls":["https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832","sourceUrl":"https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies","sourceLanguage":"en","evidenceSnippet":"Students at LUT Universities (LUT and LAB) have access to Microsoft Copilot AI application. It’s recommended to use Microsoft Copilot AI application using university’s credentials. Logging in ensures that information is not used for training language models, and the data is protected.","sourceSnapshotHash":"92d8299b3d375098b66a68c879b72400947c3c95d32375c11cfc2996b5667068","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"allowed","normalizedValue":"{\"tool\":\"microsoft_copilot\",\"rawToolName\":\"Microsoft Copilot\",\"description\":\"LUT Universities provides students access to Microsoft Copilot and recommends using it with university credentials so information is protected and not used to train language models.\",\"howToObtain\":\"Sign in to Microsoft Copilot with LUT Universities credentials.\",\"costToUser\":\"Not specified.\",\"availability\":\"allowed\",\"endorsementType\":\"officially_endorsed\"}","summary":"Lappeenranta Lahti University Technology Lut has 1 source-backed public claim for named ai services; deterministic analysis status: allowed.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This allowed 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":["cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832"],"evidenceSourceUrls":["https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cl-lappeenranta-lahti-university-technology-lut-microsoft-copilot-832","sourceUrl":"https://elut.lut.fi/en/completing-studies/rules-and-regulations/ai-based-tools-policies","sourceLanguage":"en","evidenceSnippet":"Students at LUT Universities (LUT and LAB) have access to Microsoft Copilot AI application. It’s recommended to use Microsoft Copilot AI application using university’s credentials. Logging in ensures that information is not used for training language models, and the data is protected.","sourceSnapshotHash":"92d8299b3d375098b66a68c879b72400947c3c95d32375c11cfc2996b5667068","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"not_mentioned","summary":"No source-backed public claim about teaching guidance 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 instructor, classroom, assessment-design, or syllabus guidance.","basis":[]},{"key":"research_guidance","label":"Research guidance","status":"not_mentioned","summary":"No source-backed public claim about research AI use 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 research use, publication ethics, research data, grants, or human-subjects compliance.","basis":[]},{"key":"security_procurement","label":"Security and procurement","status":"not_mentioned","summary":"No source-backed public claim about AI security review or procurement 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 security review, procurement, vendor approval, risk assessment, authentication, SSO, or enterprise licensing.","basis":[]}],"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. \"Lappeenranta Lahti University Technology Lut policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/lappeenranta-lahti-university-technology-lut"}}