{"apiVersion":"v1","generatedAt":"2026-05-12T01:18:36.998Z","canonicalUrl":"https://eduaipolicy.org/universities/california-institute-of-technology","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":"California Institute of Technology (Caltech) policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/california-institute-of-technology","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/california-institute-of-technology.json","suggestedCitation":"University AI Policy Tracker. \"California Institute of Technology (Caltech) policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/california-institute-of-technology","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":"california-institute-of-technology","entityName":"California Institute of Technology (Caltech)","canonicalUrl":"https://eduaipolicy.org/universities/california-institute-of-technology","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/california-institute-of-technology.json","generatedAt":"2026-05-06T00:03:56.829Z","basedOnClaimIds":["cc-caltech-admissions-ethics-1","cc-caltech-admissions-ethics-2","cc-caltech-admissions-ethics-3","cc-caltech-admissions-ethics-4","cc-caltech-admissions-ethics-5","cc-caltech-hss-genai-1","cc-caltech-hss-genai-2","cc-caltech-hss-genai-3","cc-caltech-hss-genai-4"],"basedOnSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.789,"coverageScore":{"score":70,"maxScore":100,"label":"moderate_public_coverage","components":[{"key":"policy_presence","label":"Central AI policy or guidance source exists","points":15,"maxPoints":15,"status":"unclear","evidenceClaimIds":["cc-caltech-hss-genai-2","cc-caltech-hss-genai-3","cc-caltech-admissions-ethics-5","cc-caltech-hss-genai-4"],"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":15,"maxPoints":15,"status":"required","evidenceClaimIds":["cc-caltech-hss-genai-3"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["cc-caltech-admissions-ethics-1","cc-caltech-admissions-ethics-2","cc-caltech-admissions-ethics-3","cc-caltech-hss-genai-1","cc-caltech-admissions-ethics-4"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["cc-caltech-admissions-ethics-1","cc-caltech-admissions-ethics-2","cc-caltech-admissions-ethics-3","cc-caltech-hss-genai-1","cc-caltech-hss-genai-2"],"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":"conditionally_allowed","evidenceClaimIds":["cc-caltech-admissions-ethics-4"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["cc-caltech-admissions-ethics-1","cc-caltech-admissions-ethics-2","cc-caltech-admissions-ethics-3","cc-caltech-hss-genai-1","cc-caltech-hss-genai-2"],"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":"public_policy_or_guidance_source_present:unclear","summary":"California Institute of Technology (Caltech) has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["cc-caltech-hss-genai-2","cc-caltech-hss-genai-3","cc-caltech-admissions-ethics-5","cc-caltech-hss-genai-4"],"evidenceSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.754,"evidenceCount":4,"sourceCount":2,"basis":[{"claimId":"cc-caltech-hss-genai-2","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"This policy applies to all assignments, including major papers and exams as well as smaller assignments like discussion board posts, reflections, and problem sets.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-hss-genai-3","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"Students will also be expected to follow specific course guidance for documenting any permitted use of these tools.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-5","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"Caltech students, faculty, and staff are guided by the Honor Code and policies of AI use as an academic tool by students will be determined by individual departments and/or individual faculty.","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-hss-genai-4","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"In our teaching, HSS instructors prioritize student learning, and this commitment drives our policies on the use of generative AI in the classroom. Generative AI may promote learning in some contexts and impede it in others.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"ai_use_disclosure_or_acknowledgement_addressed:required","summary":"California Institute of Technology (Caltech) has 1 source-backed public claim for ai disclosure; deterministic analysis status: required.","explanation":"Whether public guidance addresses disclosure, acknowledgement, citation, or declaration of AI use. 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":["cc-caltech-hss-genai-3"],"evidenceSourceUrls":["https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cc-caltech-hss-genai-3","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"Students will also be expected to follow specific course guidance for documenting any permitted use of these tools.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"course_or_assignment_dependent:restricted","summary":"California Institute of Technology (Caltech) has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["cc-caltech-admissions-ethics-1","cc-caltech-admissions-ethics-2","cc-caltech-admissions-ethics-3","cc-caltech-hss-genai-1","cc-caltech-admissions-ethics-4"],"evidenceSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":5,"sourceCount":2,"basis":[{"claimId":"cc-caltech-admissions-ethics-1","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"All Fall 2026 applicants must review Caltech's guidelines on the ethical use of AI before submitting their supplemental essays. Failure to comply with the Ethical Use of AI guidelines may result in the rescission of your admission to Caltech.","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-2","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of unethical uses of AI for Caltech admissions essays?\n- Copying and pasting directly from an AI generator\n- Relying on AI generated content to outline or draft an essay\n- Replacing your unique voice and tone with AI generated content\n- Translating an essay written in another language","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-3","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of ethical uses of AI for Caltech admissions essays?\n- Using AI tools, like Grammarly or Microsoft Editor, to review grammar and spelling of your completed essays\n- Generating questions or exercises to help kick start the brainstorming process\n- Using AI to research the college application process","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-hss-genai-1","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"At present, students submitting work for HSS courses may use generative AI tools only in ways that are explicitly allowed by the course instructor in the course materials. Any usage that is not specifically allowed should be assumed to be disallowed.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-4","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"The Undergraduate Faculty Admissions and Graduate Studies committees convened and have approved of the following ethical guidelines for the use of AI in the Fall 2026 application cycle. As access to AI continues to grow and the technology evolves, so will our recommendations and expectations for future application cycles.","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"exam_or_assessment_ai_use_addressed:restricted","summary":"California Institute of Technology (Caltech) has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["cc-caltech-admissions-ethics-1","cc-caltech-admissions-ethics-2","cc-caltech-admissions-ethics-3","cc-caltech-hss-genai-1","cc-caltech-hss-genai-2"],"evidenceSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":5,"sourceCount":2,"basis":[{"claimId":"cc-caltech-admissions-ethics-1","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"All Fall 2026 applicants must review Caltech's guidelines on the ethical use of AI before submitting their supplemental essays. Failure to comply with the Ethical Use of AI guidelines may result in the rescission of your admission to Caltech.","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-2","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of unethical uses of AI for Caltech admissions essays?\n- Copying and pasting directly from an AI generator\n- Relying on AI generated content to outline or draft an essay\n- Replacing your unique voice and tone with AI generated content\n- Translating an essay written in another language","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-3","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of ethical uses of AI for Caltech admissions essays?\n- Using AI tools, like Grammarly or Microsoft Editor, to review grammar and spelling of your completed essays\n- Generating questions or exercises to help kick start the brainstorming process\n- Using AI to research the college application process","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-hss-genai-1","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"At present, students submitting work for HSS courses may use generative AI tools only in ways that are explicitly allowed by the course instructor in the course materials. Any usage that is not specifically allowed should be assumed to be disallowed.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-hss-genai-2","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"This policy applies to all assignments, including major papers and exams as well as smaller assignments like discussion board posts, reflections, and problem sets.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","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":"conditionally_allowed","normalizedValue":"approved_or_licensed_ai_tools_identified:conditionally_allowed","summary":"California Institute of Technology (Caltech) has 1 source-backed public claim for approved tools; deterministic analysis status: conditionally_allowed.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This conditionally_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":["cc-caltech-admissions-ethics-4"],"evidenceSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cc-caltech-admissions-ethics-4","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"The Undergraduate Faculty Admissions and Graduate Studies committees convened and have approved of the following ethical guidelines for the use of AI in the Fall 2026 application cycle. As access to AI continues to grow and the technology evolves, so will our recommendations and expectations for future application cycles.","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"unclear","normalizedValue":"named_ai_services_present:unclear","summary":"California Institute of Technology (Caltech) has 1 source-backed public claim for named ai services; deterministic analysis status: unclear.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. 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":["cc-caltech-admissions-ethics-3"],"evidenceSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cc-caltech-admissions-ethics-3","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of ethical uses of AI for Caltech admissions essays?\n- Using AI tools, like Grammarly or Microsoft Editor, to review grammar and spelling of your completed essays\n- Generating questions or exercises to help kick start the brainstorming process\n- Using AI to research the college application process","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"instructor_or_teaching_guidance_available:recommended","summary":"California Institute of Technology (Caltech) has 5 source-backed public claims 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["cc-caltech-admissions-ethics-1","cc-caltech-admissions-ethics-2","cc-caltech-admissions-ethics-3","cc-caltech-hss-genai-1","cc-caltech-hss-genai-2"],"evidenceSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":5,"sourceCount":2,"basis":[{"claimId":"cc-caltech-admissions-ethics-1","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"All Fall 2026 applicants must review Caltech's guidelines on the ethical use of AI before submitting their supplemental essays. Failure to comply with the Ethical Use of AI guidelines may result in the rescission of your admission to Caltech.","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-2","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of unethical uses of AI for Caltech admissions essays?\n- Copying and pasting directly from an AI generator\n- Relying on AI generated content to outline or draft an essay\n- Replacing your unique voice and tone with AI generated content\n- Translating an essay written in another language","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-admissions-ethics-3","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of ethical uses of AI for Caltech admissions essays?\n- Using AI tools, like Grammarly or Microsoft Editor, to review grammar and spelling of your completed essays\n- Generating questions or exercises to help kick start the brainstorming process\n- Using AI to research the college application process","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-hss-genai-1","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"At present, students submitting work for HSS courses may use generative AI tools only in ways that are explicitly allowed by the course instructor in the course materials. Any usage that is not specifically allowed should be assumed to be disallowed.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"},{"claimId":"cc-caltech-hss-genai-2","sourceUrl":"https://www.hss.caltech.edu/hss-policies/hss-policy-on-generative-ai","sourceLanguage":"en","evidenceSnippet":"This policy applies to all assignments, including major papers and exams as well as smaller assignments like discussion board posts, reflections, and problem sets.","sourceSnapshotHash":"624a5b6b1d3e5ae32c1eb84dd677f3a76f1c33d1ee776017b6945362c286713b","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"recommended","normalizedValue":"research_ai_guidance_available:recommended","summary":"California Institute of Technology (Caltech) 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":["cc-caltech-admissions-ethics-3"],"evidenceSourceUrls":["https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"cc-caltech-admissions-ethics-3","sourceUrl":"https://www.admissions.caltech.edu/apply/first-year-applicants/supplemental-application-essays/ethical-use-of-ai-guidelines-for-fall-applicants","sourceLanguage":"en","evidenceSnippet":"What are some examples of ethical uses of AI for Caltech admissions essays?\n- Using AI tools, like Grammarly or Microsoft Editor, to review grammar and spelling of your completed essays\n- Generating questions or exercises to help kick start the brainstorming process\n- Using AI to research the college application process","sourceSnapshotHash":"834763ce2fb3410531a090d61fe4a9ff7765db3e13ff1a73f7c8010c2a15185a","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. \"California Institute of Technology (Caltech) policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/california-institute-of-technology"}}