{"apiVersion":"v1","generatedAt":"2026-05-13T05:22:34.434Z","canonicalUrl":"https://eduaipolicy.org/universities/the-london-school-of-economics-and-political-science","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. 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Position 3: Full authorised use of generative AI in assessment.","sourceSnapshotHash":"b9ab03932e412e7f898119c7d6ea3a0dce2569b2c771950867c49e448de66f2d","reviewState":"agent_reviewed"},{"claimId":"cc-lse-005","sourceUrl":"https://www.lse.ac.uk/DSI/Assets/documents/LSE-Guidance-on-the-use-of-Generative-AI-for-research.pdf","sourceLanguage":"en","evidenceSnippet":"This guidance applies to all LSE staff and students undertaking research. Generative AI refers to AI systems that create new content, predominantly text but also images, audio and video, based on users’ natural language prompts. It should be thought of as a supportive tool or assistant, with researchers always in the driver’s seat and accountable for what they produce.","sourceSnapshotHash":"61a62e350898b61414d3fe9570861817e1fdb32409f5852701cfc326c27a1d43","reviewState":"agent_reviewed"},{"claimId":"cc-lse-007","sourceUrl":"https://info.lse.ac.uk/staff/services/Policies-and-procedures/Assets/Documents/aiLegRegGui.pdf","sourceLanguage":"en","evidenceSnippet":"Don’t put personal data in an AI tool that is external to LSE. If it will swallow the personal data for further processing that LSE cannot control, you can’t use the AI tool. Don’t upload in-copyright content where you do not have the copyright holder’s permission and where the AI tool is known to use inputs as training data. 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You should always check your specific course and/or department policy on the use of generative AI tools.","sourceSnapshotHash":"238a4d20ef5aff452f19bc3c5e6ba284a6e3684a9b31ba59591a66ec07bcb9c1","reviewState":"agent_reviewed"},{"claimId":"cc-lse-001","sourceUrl":"https://info.lse.ac.uk/staff/divisions/Eden-Centre/Artificial-Intelligence-Education-and-Assessment/School-position-on-generative-AI","sourceLanguage":"en","evidenceSnippet":"In advance of the start of the academic year, all academic departments must agree department-wide or course-level positions on the authorised use of generative AI in assessment within one of the following positions: Position 1: No authorised use of generative AI in assessment. Position 2: Limited authorised use of generative AI in assessment. Position 3: Full authorised use of generative AI in assessment.","sourceSnapshotHash":"b9ab03932e412e7f898119c7d6ea3a0dce2569b2c771950867c49e448de66f2d","reviewState":"agent_reviewed"},{"claimId":"cc-lse-004","sourceUrl":"https://info.lse.ac.uk/current-students/digital-skills-lab/Gen-AI","sourceLanguage":"en","evidenceSnippet":"Current tools available to LSE staff and students: Claude for Education: available to academic staff and students. Copilot (Copilot with Commercial Data Protection): available to all staff and students.","sourceSnapshotHash":"238a4d20ef5aff452f19bc3c5e6ba284a6e3684a9b31ba59591a66ec07bcb9c1","reviewState":"agent_reviewed"},{"claimId":"cc-lse-008","sourceUrl":"https://info.lse.ac.uk/staff/divisions/Eden-Centre/Artificial-Intelligence-Education-and-Assessment/Anthropics-Claude-for-Education","sourceLanguage":"en","evidenceSnippet":"Anthropic have guaranteed that LSE student and staff data will not be used to train their models. Use of Claude for Education is completely optional – there is no obligation to sign up. Personal, operational, or confidential data must not be shared via Claude, and Claude must not be integrated into operational workflows or processes.","sourceSnapshotHash":"6c73b0ef91eae1879b6718b2bc2f1de26248f05e138b4dac6d50e29a83c0136e","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"tools_available_not_unrestricted_use","summary":"The London School of Economics and Political Science (LSE) has 5 source-backed public claims for named ai services; deterministic analysis status: restricted.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This restricted 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":["cc-lse-003","cc-lse-006","cc-lse-001","cc-lse-007","cc-lse-004"],"evidenceSourceUrls":["https://info.lse.ac.uk/current-students/digital-skills-lab/Gen-AI","https://info.lse.ac.uk/staff/divisions/Eden-Centre/Artificial-Intelligence-Education-and-Assessment/School-position-on-generative-AI","https://info.lse.ac.uk/staff/services/Policies-and-procedures/Assets/Documents/aiLegRegGui.pdf","https://www.lse.ac.uk/DSI/Assets/documents/LSE-Guidance-on-the-use-of-Generative-AI-for-research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"cc-lse-003","sourceUrl":"https://info.lse.ac.uk/current-students/digital-skills-lab/Gen-AI","sourceLanguage":"en","evidenceSnippet":"By making generative AI tools available, LSE is not endorsing the unrestricted use of generative AI tools by students and staff. You should always check your specific course and/or department policy on the use of generative AI tools.","sourceSnapshotHash":"238a4d20ef5aff452f19bc3c5e6ba284a6e3684a9b31ba59591a66ec07bcb9c1","reviewState":"agent_reviewed"},{"claimId":"cc-lse-006","sourceUrl":"https://www.lse.ac.uk/DSI/Assets/documents/LSE-Guidance-on-the-use-of-Generative-AI-for-research.pdf","sourceLanguage":"en","evidenceSnippet":"Researchers should not share personal, sensitive, or confidential data with 3rd party tools that do not provide assurances of privacy and security that are satisfactory to LSE standards. Microsoft Copilot is available for staff and student use in the LSE, supported centrally, and is fully secure and private when logged in with an LSE email in the Edge browser.","sourceSnapshotHash":"61a62e350898b61414d3fe9570861817e1fdb32409f5852701cfc326c27a1d43","reviewState":"agent_reviewed"},{"claimId":"cc-lse-001","sourceUrl":"https://info.lse.ac.uk/staff/divisions/Eden-Centre/Artificial-Intelligence-Education-and-Assessment/School-position-on-generative-AI","sourceLanguage":"en","evidenceSnippet":"In advance of the start of the academic year, all academic departments must agree department-wide or course-level positions on the authorised use of generative AI in assessment within one of the following positions: Position 1: No authorised use of generative AI in assessment. Position 2: Limited authorised use of generative AI in assessment. Position 3: Full authorised use of generative AI in assessment.","sourceSnapshotHash":"b9ab03932e412e7f898119c7d6ea3a0dce2569b2c771950867c49e448de66f2d","reviewState":"agent_reviewed"},{"claimId":"cc-lse-007","sourceUrl":"https://info.lse.ac.uk/staff/services/Policies-and-procedures/Assets/Documents/aiLegRegGui.pdf","sourceLanguage":"en","evidenceSnippet":"Don’t put personal data in an AI tool that is external to LSE. If it will swallow the personal data for further processing that LSE cannot control, you can’t use the AI tool. Don’t upload in-copyright content where you do not have the copyright holder’s permission and where the AI tool is known to use inputs as training data. Don’t put confidential or commercially sensitive data in an AI tool that is external to LSE.","sourceSnapshotHash":"21360bfa51bbfcbe544e969014dfdb524c6ea6ef309aae0350f25d069b906e71","reviewState":"agent_reviewed"},{"claimId":"cc-lse-004","sourceUrl":"https://info.lse.ac.uk/current-students/digital-skills-lab/Gen-AI","sourceLanguage":"en","evidenceSnippet":"Current tools available to LSE staff and students: Claude for Education: available to academic staff and students. Copilot (Copilot with Commercial Data Protection): available to all staff and students.","sourceSnapshotHash":"238a4d20ef5aff452f19bc3c5e6ba284a6e3684a9b31ba59591a66ec07bcb9c1","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":"restricted","normalizedValue":"privacy_security_research_ai_tools","summary":"The London School of Economics and Political Science (LSE) has 2 source-backed public claims for research guidance; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses research use, publication ethics, research data, grants, or human-subjects compliance. 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":["cc-lse-006","cc-lse-005"],"evidenceSourceUrls":["https://www.lse.ac.uk/DSI/Assets/documents/LSE-Guidance-on-the-use-of-Generative-AI-for-research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.803,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"cc-lse-006","sourceUrl":"https://www.lse.ac.uk/DSI/Assets/documents/LSE-Guidance-on-the-use-of-Generative-AI-for-research.pdf","sourceLanguage":"en","evidenceSnippet":"Researchers should not share personal, sensitive, or confidential data with 3rd party tools that do not provide assurances of privacy and security that are satisfactory to LSE standards. Microsoft Copilot is available for staff and student use in the LSE, supported centrally, and is fully secure and private when logged in with an LSE email in the Edge browser.","sourceSnapshotHash":"61a62e350898b61414d3fe9570861817e1fdb32409f5852701cfc326c27a1d43","reviewState":"agent_reviewed"},{"claimId":"cc-lse-005","sourceUrl":"https://www.lse.ac.uk/DSI/Assets/documents/LSE-Guidance-on-the-use-of-Generative-AI-for-research.pdf","sourceLanguage":"en","evidenceSnippet":"This guidance applies to all LSE staff and students undertaking research. Generative AI refers to AI systems that create new content, predominantly text but also images, audio and video, based on users’ natural language prompts. It should be thought of as a supportive tool or assistant, with researchers always in the driver’s seat and accountable for what they produce.","sourceSnapshotHash":"61a62e350898b61414d3fe9570861817e1fdb32409f5852701cfc326c27a1d43","reviewState":"agent_reviewed"}]},{"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. \"The London School of Economics and Political Science (LSE) policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/the-london-school-of-economics-and-political-science"}}