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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
101,912 | Oakwood University | AL | Arts & Sciences focus | https://indahl.ai/oy/school/101912 | https://www2.oakwood.edu | https://nces.ed.gov/collegenavigator/?id=101912 | Oakwood University. Private nonprofit. Site: www2.oakwood.edu. Federal ID 101912. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
106,342 | Lyon College | AR | Arts & Sciences focus | https://indahl.ai/oy/school/106342 | https://lyon.edu | https://nces.ed.gov/collegenavigator/?id=106342 | Lyon College. Private nonprofit. Site: lyon.edu. Federal ID 106342. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages. | 0 | 11 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 1 course description, not a title, 2 cut copy of another row. | [{"text":"CSC 105 DIGITAL HUMANITIES / 3 CREDITS (2018-19 catalog)","url":"https://catalog.lyon.edu/sites/default/files/Lyon-catalog-2018-19.pdf"},{"text":"CSC 272 Career Navigation and Exploration in AI","url":"https://catalog.lyon.edu/computer-science"},{"text":"CSC 474 Prescriptive AI","url":"https://catalog.lyon.ed... | 28 October 2026 (UTC, when each read finished) |
107,080 | Hendrix College | AR | Arts & Sciences focus | https://indahl.ai/oy/school/107080 | https://hendrix.edu | https://nces.ed.gov/collegenavigator/?id=107080 | Hendrix College. Private nonprofit. Site: hendrix.edu. Federal ID 107080. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
107,512 | Ouachita Baptist University | AR | Arts & Sciences focus | https://indahl.ai/oy/school/107512 | https://obu.edu | https://nces.ed.gov/collegenavigator/?id=107512 | Ouachita Baptist University. Private nonprofit. Site: obu.edu. Federal ID 107512. Class from the 2021 Carnegie classification in the federal IPEDS directory. | The site turned the script away (it answers HTTP 403). | null | null | null | null | null | The site turned the script away (it answers HTTP 403). | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
112,260 | Claremont McKenna College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/112260 | https://cmc.edu | https://nces.ed.gov/collegenavigator/?id=112260 | Claremont McKenna College. Private nonprofit. Site: cmc.edu. Federal ID 112260. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 24 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
115,409 | Harvey Mudd College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/115409 | https://hmc.edu | https://nces.ed.gov/collegenavigator/?id=115409 | Harvey Mudd College. Private nonprofit. Site: hmc.edu. Federal ID 115409. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
116,846 | American Jewish University | CA | Arts & Sciences focus | https://indahl.ai/oy/school/116846 | https://aju.edu | https://nces.ed.gov/collegenavigator/?id=116846 | American Jewish University. Private nonprofit. Site: aju.edu. Federal ID 116846. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Not reached by script on the read date. The site answers now. | null | null | null | null | null | Not reached by script on the read date. The site answers now. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
120,254 | Occidental College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/120254 | https://oxy.edu | https://nces.ed.gov/collegenavigator/?id=120254 | Occidental College. Private nonprofit. Site: oxy.edu. Federal ID 120254. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | null | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
121,257 | Pitzer College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/121257 | https://www.pitzer.edu | https://nces.ed.gov/collegenavigator/?id=121257 | Pitzer College. Private nonprofit. Site: www.pitzer.edu. Federal ID 121257. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | 6 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 2 several course codes in one line. | [{"text":"PHIL 135 CM -Philosophy of Mind","url":"https://www.pitzer.edu/academics/programs/cognitive-science"},{"text":"CSCI 006 PZ -Intro to Computer Sci with AI","url":"https://www.pitzer.edu/academics/programs/cognitive-science"},{"text":"PHIL 058 PZ -Artificial Intelligence & Ethics","url":"https://www.pitzer.edu/... | 28 October 2026 (UTC, when each read finished) |
121,345 | Pomona College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/121345 | https://pomona.edu | https://nces.ed.gov/collegenavigator/?id=121345 | Pomona College. Private nonprofit. Site: pomona.edu. Federal ID 121345. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages of 29 found (the script reads at most 25). | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
123,165 | Scripps College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/123165 | https://scrippscollege.edu | https://nces.ed.gov/collegenavigator/?id=123165 | Scripps College. Private nonprofit. Site: scrippscollege.edu. Federal ID 123165. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 0 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
123,457 | Simpson University | CA | Arts & Sciences focus | https://indahl.ai/oy/school/123457 | https://simpsonu.edu | https://nces.ed.gov/collegenavigator/?id=123457 | Simpson University. Private nonprofit. Site: simpsonu.edu. Federal ID 123457. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Not reached by script on the read date. The site answers now. | null | null | null | null | null | Not reached by script on the read date. The site answers now. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
124,292 | Thomas Aquinas College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/124292 | https://thomasaquinas.edu | https://nces.ed.gov/collegenavigator/?id=124292 | Thomas Aquinas College. Private nonprofit. Site: thomasaquinas.edu. Federal ID 124292. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 2 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
125,727 | Westmont College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/125727 | https://westmont.edu | https://nces.ed.gov/collegenavigator/?id=125727 | Westmont College. Private nonprofit. Site: westmont.edu. Federal ID 125727. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages of 73 found (the script reads at most 25). | 1 | 0 | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. Rows our filters removed: 1 menu or banner text. | [{"text":"Overall, they are more likely to feel anxious than excited about AI and are less likely to trust work products that were created using these tools.” While they recognize potential benefits and know GenAI will likely be required for their careers, just 10% of those surveyed prefer AI customer service represent... | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
125,763 | Whittier College | CA | Arts & Sciences focus | https://indahl.ai/oy/school/125763 | https://whittier.edu | https://nces.ed.gov/collegenavigator/?id=125763 | Whittier College. Private nonprofit. Site: whittier.edu. Federal ID 125763. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 19 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
126,678 | Colorado College | CO | Arts & Sciences focus | https://indahl.ai/oy/school/126678 | https://coloradocollege.edu | https://nces.ed.gov/collegenavigator/?id=126678 | Colorado College. Private nonprofit. Site: coloradocollege.edu. Federal ID 126678. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 22 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
128,902 | Connecticut College | CT | Arts & Sciences focus | https://indahl.ai/oy/school/128902 | https://www.conncoll.edu | https://nces.ed.gov/collegenavigator/?id=128902 | Connecticut College. Private nonprofit. Site: www.conncoll.edu. Federal ID 128902. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
130,590 | Trinity College | CT | Arts & Sciences focus | https://indahl.ai/oy/school/130590 | https://trincoll.edu | https://nces.ed.gov/collegenavigator/?id=130590 | Trinity College. Private nonprofit. Site: trincoll.edu. Federal ID 130590. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 16 pages. | 2 | null | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. | [{"text":"Kousen worked with Trinity students on a similar application in spring 2026’s Applied AI Innovation Sandbox pilot program .","url":"https://www.trincoll.edu/news/trinity-faculty-members-receive-awards-and-computing-resources-for-ai-projects/"},{"text":"Trinity’s Applied AI Innovation Sandbox Pilot Program Del... | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
130,697 | Wesleyan University | CT | Arts & Sciences focus | https://indahl.ai/oy/school/130697 | https://wesleyan.edu | https://nces.ed.gov/collegenavigator/?id=130697 | Wesleyan University. Private nonprofit. Site: wesleyan.edu. Federal ID 130697. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 8 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
132,602 | Bethune-Cookman University | FL | Arts & Sciences focus | https://indahl.ai/oy/school/132602 | https://cookman.edu | https://nces.ed.gov/collegenavigator/?id=132602 | Bethune-Cookman University. Private nonprofit. Site: cookman.edu. Federal ID 132602. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 0 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
133,492 | Eckerd College | FL | Arts & Sciences focus | https://indahl.ai/oy/school/133492 | https://eckerd.edu | https://nces.ed.gov/collegenavigator/?id=133492 | Eckerd College. Private nonprofit. Site: eckerd.edu. Federal ID 133492. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 16 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
138,600 | Agnes Scott College | GA | Arts & Sciences focus | https://indahl.ai/oy/school/138600 | https://agnesscott.edu | https://nces.ed.gov/collegenavigator/?id=138600 | Agnes Scott College. Private nonprofit. Site: agnesscott.edu. Federal ID 138600. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 2 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
139,153 | Beulah Heights University | GA | Arts & Sciences focus | https://indahl.ai/oy/school/139153 | https://beulah.edu | https://nces.ed.gov/collegenavigator/?id=139153 | Beulah Heights University. Private nonprofit. Site: beulah.edu. Federal ID 139153. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 14 pages. | 0 | 5 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"BUS 821 Introduction to Artificial Intelligence and Machine Learning","url":"https://beulah.edu/academics/doctoral-programs/doctor-of-business-administration/"},{"text":"BUS 822 The Ethics of Artificial Intelligence and Governance","url":"https://beulah.edu/academics/doctoral-programs/doctor-of-business-admin... | 28 October 2026 (UTC, when each read finished) |
139,393 | Covenant College | GA | Arts & Sciences focus | https://indahl.ai/oy/school/139393 | https://covenant.edu | https://nces.ed.gov/collegenavigator/?id=139393 | Covenant College. Private nonprofit. Site: covenant.edu. Federal ID 139393. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 1 page. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
140,553 | Morehouse College | GA | Arts & Sciences focus | https://indahl.ai/oy/school/140553 | https://morehouse.edu | https://nces.ed.gov/collegenavigator/?id=140553 | Morehouse College. Private nonprofit. Site: morehouse.edu. Federal ID 140553. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 8 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
140,696 | Oglethorpe University | GA | Arts & Sciences focus | https://indahl.ai/oy/school/140696 | https://oglethorpe.edu | https://nces.ed.gov/collegenavigator/?id=140696 | Oglethorpe University. Private nonprofit. Site: oglethorpe.edu. Federal ID 140696. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 9 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
140,720 | Paine College | GA | Arts & Sciences focus | https://indahl.ai/oy/school/140720 | https://paine.edu | https://nces.ed.gov/collegenavigator/?id=140720 | Paine College. Private nonprofit. Site: paine.edu. Federal ID 140720. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 12 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
141,060 | Spelman College | GA | Arts & Sciences focus | https://indahl.ai/oy/school/141060 | https://spelman.edu | https://nces.ed.gov/collegenavigator/?id=141060 | Spelman College. Private nonprofit. Site: spelman.edu. Federal ID 141060. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 12 pages. | 3 | 0 | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. | [{"text":"Comparing Plagiarism Detection Tools • Dan compared Copy Leaks and Turnitin functionalities • Copy Leaks is more sensitive to AI-generated content than Turnitin • Turnitin has a larger database and is more academically oriented • Both tools integrated with Canvas, but Copy Leaks is easier to use 3.…","url":"h... | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
141,361 | Young Harris College | GA | Arts & Sciences focus | https://indahl.ai/oy/school/141361 | https://yhc.edu | https://nces.ed.gov/collegenavigator/?id=141361 | Young Harris College. Private nonprofit. Site: yhc.edu. Federal ID 141361. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 1 page. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
143,084 | Augustana College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/143084 | https://augustana.edu | https://nces.ed.gov/collegenavigator/?id=143084 | Augustana College. Private nonprofit. Site: augustana.edu. Federal ID 143084. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 0 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
144,883 | East-West University | IL | Arts & Sciences focus | https://indahl.ai/oy/school/144883 | https://eastwest.edu | https://nces.ed.gov/collegenavigator/?id=144883 | East-West University. Private nonprofit. Site: eastwest.edu. Federal ID 144883. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 3 pages. | 0 | 4 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 4 course description, not a title. | [{"text":"CI328 INTRODUCTION TO DATA SCIENCE AND BIG DATA","url":"https://eastwest.edu/academics/course-descriptions"},{"text":"CI340 ARTIFICIAL INTELLIGENCE","url":"https://eastwest.edu/academics/course-descriptions"},{"text":"CI345 Machine Learning","url":"https://eastwest.edu/academics/course-descriptions"},{"text":... | 28 October 2026 (UTC, when each read finished) |
145,497 | Hebrew Theological College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/145497 | https://htc.edu | https://nces.ed.gov/collegenavigator/?id=145497 | Hebrew Theological College. Private nonprofit. Site: htc.edu. Federal ID 145497. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
145,691 | Illinois College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/145691 | https://ic.edu | https://nces.ed.gov/collegenavigator/?id=145691 | Illinois College. Private nonprofit. Site: ic.edu. Federal ID 145691. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 4 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 2 repeat of another row. | [{"text":"PH 170 Philosophy of Mind","url":"https://catalog.ic.edu/sites/default/files/pdf/pdf_generator/catalog-20262027.pdf?v=1791476542"},{"text":"CS 115 Computational Thinking for Problem Solving","url":"https://catalog.ic.edu/sites/default/files/catalog-20242025-8-22-25.pdf"},{"text":"CS 420 Artificial Intelligenc... | 28 October 2026 (UTC, when each read finished) |
146,427 | Knox College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/146427 | https://knox.edu | https://nces.ed.gov/collegenavigator/?id=146427 | Knox College. Private nonprofit. Site: knox.edu. Federal ID 146427. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 19 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
146,481 | Lake Forest College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/146481 | https://lakeforest.edu | https://nces.ed.gov/collegenavigator/?id=146481 | Lake Forest College. Private nonprofit. Site: lakeforest.edu. Federal ID 146481. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages of 36 found (the script reads at most 25). | 6 | 1 | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. | [{"text":"Additionally, institutions like Princeton University and UCLA are encouraging faculty to design assignments in which students are explicitly tasked with using an AI tool and then fact-checking, analyzing, and critiquing its response (Mangan, 2024).","url":"http://www.lakeforest.edu/academics/student-honors-an... | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"PHIL 222 The Humanist Ethics of AI","url":"https://catalog.lakeforest.edu/programs/EmHigvD4PZhz1eeHcHkk"}] | 28 October 2026 (UTC, when each read finished) |
147,341 | Monmouth College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/147341 | https://monmouthcollege.edu | https://nces.ed.gov/collegenavigator/?id=147341 | Monmouth College. Private nonprofit. Site: monmouthcollege.edu. Federal ID 147341. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 8 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 4 cut copy of another row, 1 several course codes in one line. | [{"text":"COMP 343 Artificial Intelligence 1.0 course credit","url":"https://monmouthcollege.edu/academics/computer-science/courses/"},{"text":"COMP 347 Applied Machine Learning 1.0 course credit","url":"https://monmouthcollege.edu/academics/computer-science/courses/"},{"text":"COMP170 Careers in Applied AI","url":"htt... | 28 October 2026 (UTC, when each read finished) |
148,016 | Principia College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/148016 | https://principiacollege.edu | https://nces.ed.gov/collegenavigator/?id=148016 | Principia College. Private nonprofit. Site: principiacollege.edu. Federal ID 148016. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 19 pages. | 1 | 0 | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. | [{"text":"With over 400 participants, the Argus team was recognized in almost every category: Global Overall Honorable Mention Global Best Demo Financial Tech 2nd Place AI/Machine Learning Honorable Mention Design Honorable Mention Product Honorable Mention Along with these high accolades, Argus is being evaluated for ... | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
149,781 | Wheaton College | IL | Arts & Sciences focus | https://indahl.ai/oy/school/149781 | https://wheaton.edu | https://nces.ed.gov/collegenavigator/?id=149781 | Wheaton College. Private nonprofit. Site: wheaton.edu. Federal ID 149781. Class from the 2021 Carnegie classification in the federal IPEDS directory. | The site turned the script away (it answers HTTP 403). | null | 0 | null | null | null | The site turned the script away (it answers HTTP 403). | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
150,400 | DePauw University | IN | Arts & Sciences focus | https://indahl.ai/oy/school/150400 | https://depauw.edu | https://nces.ed.gov/collegenavigator/?id=150400 | DePauw University. Private nonprofit. Site: depauw.edu. Federal ID 150400. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages of 27 found (the script reads at most 25). | 0 | 5 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"MATH 261 Introduction to Data Science","url":"https://www.depauw.edu/academics/catalog/courses/15/"},{"text":"MATH 261Q Introduction to Data Science with Quantitative Reasoning","url":"https://www.depauw.edu/academics/catalog/courses/15/"},{"text":"CSC 320 Human Computer Interaction","url":"https://www.depauw... | 28 October 2026 (UTC, when each read finished) |
150,455 | Earlham College | IN | Arts & Sciences focus | https://indahl.ai/oy/school/150455 | https://earlham.edu | https://nces.ed.gov/collegenavigator/?id=150455 | Earlham College. Private nonprofit. Site: earlham.edu. Federal ID 150455. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 4 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
150,604 | Franklin College | IN | Arts & Sciences focus | https://indahl.ai/oy/school/150604 | https://franklincollege.edu | https://nces.ed.gov/collegenavigator/?id=150604 | Franklin College. Private nonprofit. Site: franklincollege.edu. Federal ID 150604. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
150,756 | Hanover College | IN | Arts & Sciences focus | https://indahl.ai/oy/school/150756 | https://hanover.edu | https://nces.ed.gov/collegenavigator/?id=150756 | Hanover College. Private nonprofit. Site: hanover.edu. Federal ID 150756. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 13 pages. | 0 | 2 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 2 repeat of another row. | [{"text":"ENG 184 Writing in the Digital Humanities","url":"https://catalog.hanover.edu/"},{"text":"DSCI 110 Introduction to Data Science","url":"https://catalog.hanover.edu/"}] | 28 October 2026 (UTC, when each read finished) |
150,774 | Holy Cross College | IN | Arts & Sciences focus | https://indahl.ai/oy/school/150774 | https://hcc-nd.edu | https://nces.ed.gov/collegenavigator/?id=150774 | Holy Cross College. Private nonprofit. Site: hcc-nd.edu. Federal ID 150774. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages of 28 found (the script reads at most 25). | 0 | 4 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 2 cut copy of another row, 1 from an older catalog. | [{"text":"CS 227 Principles of Artificial Intelligence and Machine Learning","url":"https://www.hcc-nd.edu/25-26-academic-catalog-08-01-25/"},{"text":"CS 227 Introduction to AI and Machine Learning (3 credits) (2026-27 catalog)","url":"https://www.hcc-nd.edu/academic-catalog-2026-2027-07-02-2026-2/"},{"text":"CS 317 Ma... | 28 October 2026 (UTC, when each read finished) |
151,810 | Martin University | IN | Arts & Sciences focus | https://indahl.ai/oy/school/151810 | https://martin.edu | https://nces.ed.gov/collegenavigator/?id=151810 | Martin University. Private nonprofit. Site: martin.edu. Federal ID 151810. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 3 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
152,390 | Saint Mary's College | IN | Arts & Sciences focus | https://indahl.ai/oy/school/152390 | https://saintmarys.edu | https://nces.ed.gov/collegenavigator/?id=152390 | Saint Mary's College. Private nonprofit. Site: saintmarys.edu. Federal ID 152390. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 0 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
152,673 | Wabash College | IN | Arts & Sciences focus | https://indahl.ai/oy/school/152673 | https://wabash.edu | https://nces.ed.gov/collegenavigator/?id=152673 | Wabash College. Private nonprofit. Site: wabash.edu. Federal ID 152673. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 1 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"CSC-233 Intro to Data Science","url":"https://bulletin.wabash.edu/programsaz/computer-science/"}] | 28 October 2026 (UTC, when each read finished) |
153,108 | Central College | IA | Arts & Sciences focus | https://indahl.ai/oy/school/153108 | https://central.edu | https://nces.ed.gov/collegenavigator/?id=153108 | Central College. Private nonprofit. Site: central.edu. Federal ID 153108. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
153,144 | Coe College | IA | Arts & Sciences focus | https://indahl.ai/oy/school/153144 | https://coe.edu | https://nces.ed.gov/collegenavigator/?id=153144 | Coe College. Private nonprofit. Site: coe.edu. Federal ID 153144. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | 3 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"DS 100 Introduction to Data Science","url":"https://www.coe.edu/academics/majors-areas-study/data-science/course-requirements"},{"text":"DS 494 Internship in Data Science","url":"https://www.coe.edu/academics/majors-areas-study/data-science/course-requirements"},{"text":"DS 315 Machine Learning","url":"https:... | 28 October 2026 (UTC, when each read finished) |
153,162 | Cornell College | IA | Arts & Sciences focus | https://indahl.ai/oy/school/153162 | https://cornellcollege.edu | https://nces.ed.gov/collegenavigator/?id=153162 | Cornell College. Private nonprofit. Site: cornellcollege.edu. Federal ID 153162. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 7 pages. | 1 | null | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. | [{"text":"Those skills that are necessary for success in their job. 2 3 From a 2024 study on AI aptitude and job preparedness,1 we know that employers are increasingly looking for employees who are both AI-literate and who understand how to tailor AI to an employer’s specific industry .","url":"https://www.cornellcolle... | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
153,241 | Divine Word College | IA | Arts & Sciences focus | https://indahl.ai/oy/school/153241 | https://dwci.edu | https://nces.ed.gov/collegenavigator/?id=153241 | Divine Word College. Private nonprofit. Site: dwci.edu. Federal ID 153241. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
153,384 | Grinnell College | IA | Arts & Sciences focus | https://indahl.ai/oy/school/153384 | https://grinnell.edu | https://nces.ed.gov/collegenavigator/?id=153384 | Grinnell College. Private nonprofit. Site: grinnell.edu. Federal ID 153384. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages. | 2 | 0 | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. | [{"text":"…Ann Selzer, uncovers Americans’ skepticism about the impact of AI, with a plurality of 46% of respondents saying that these technologies will have a negative impact on their lives.","url":"https://www.grinnell.edu/news/grinnell-college-national-poll-reveals-americans-distrust-artificial-intelligence"},{"text... | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
153,834 | Luther College | IA | Arts & Sciences focus | https://indahl.ai/oy/school/153834 | https://luther.edu | https://nces.ed.gov/collegenavigator/?id=153834 | Luther College. Private nonprofit. Site: luther.edu. Federal ID 153834. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages of 26 found (the script reads at most 25). | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
154,527 | Wartburg College | IA | Arts & Sciences focus | https://indahl.ai/oy/school/154527 | https://wartburg.edu | https://nces.ed.gov/collegenavigator/?id=154527 | Wartburg College. Private nonprofit. Site: wartburg.edu. Federal ID 154527. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 13 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
156,295 | Berea College | KY | Arts & Sciences focus | https://indahl.ai/oy/school/156295 | https://berea.edu | https://nces.ed.gov/collegenavigator/?id=156295 | Berea College. Private nonprofit. Site: berea.edu. Federal ID 156295. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 8 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
156,408 | Centre College | KY | Arts & Sciences focus | https://indahl.ai/oy/school/156408 | https://centre.edu | https://nces.ed.gov/collegenavigator/?id=156408 | Centre College. Private nonprofit. Site: centre.edu. Federal ID 156408. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 21 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
156,745 | Georgetown College | KY | Arts & Sciences focus | https://indahl.ai/oy/school/156745 | https://georgetowncollege.edu | https://nces.ed.gov/collegenavigator/?id=156745 | Georgetown College. Private nonprofit. Site: georgetowncollege.edu. Federal ID 156745. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Not reached by script on the read date. The site answers now. | null | null | null | null | null | Not reached by script on the read date. The site answers now. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
157,030 | Kentucky Mountain Bible College | KY | Arts & Sciences focus | https://indahl.ai/oy/school/157030 | https://kmbc.edu | https://nces.ed.gov/collegenavigator/?id=157030 | Kentucky Mountain Bible College. Private nonprofit. Site: kmbc.edu. Federal ID 157030. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 1 page. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
157,818 | Transylvania University | KY | Arts & Sciences focus | https://indahl.ai/oy/school/157818 | https://transy.edu | https://nces.ed.gov/collegenavigator/?id=157818 | Transylvania University. Private nonprofit. Site: transy.edu. Federal ID 157818. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 1 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"CS 3434 Artificial Intelligence","url":"https://www.transy.edu/academics/programs/catalog/data-analytics-minor"}] | 28 October 2026 (UTC, when each read finished) |
158,477 | Centenary College of Louisiana | LA | Arts & Sciences focus | https://indahl.ai/oy/school/158477 | https://centenary.edu | https://nces.ed.gov/collegenavigator/?id=158477 | Centenary College of Louisiana. Private nonprofit. Site: centenary.edu. Federal ID 158477. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 21 pages. | 0 | 1 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"CSC 440 Artificial intelligence","url":"https://www.centenary.edu/academics/departments-schools/biology/neuroscience/"}] | 28 October 2026 (UTC, when each read finished) |
158,802 | Dillard University | LA | Arts & Sciences focus | https://indahl.ai/oy/school/158802 | https://dillard.edu | https://nces.ed.gov/collegenavigator/?id=158802 | Dillard University. Private nonprofit. Site: dillard.edu. Federal ID 158802. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 0 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
160,959 | College of the Atlantic | ME | Arts & Sciences focus | https://indahl.ai/oy/school/160959 | https://coa.edu | https://nces.ed.gov/collegenavigator/?id=160959 | College of the Atlantic. Private nonprofit. Site: coa.edu. Federal ID 160959. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 15 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
160,977 | Bates College | ME | Arts & Sciences focus | https://indahl.ai/oy/school/160977 | https://bates.edu | https://nces.ed.gov/collegenavigator/?id=160977 | Bates College. Private nonprofit. Site: bates.edu. Federal ID 160977. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 2 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
161,004 | Bowdoin College | ME | Arts & Sciences focus | https://indahl.ai/oy/school/161004 | https://bowdoin.edu | https://nces.ed.gov/collegenavigator/?id=161004 | Bowdoin College. Private nonprofit. Site: bowdoin.edu. Federal ID 161004. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 1 page. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
161,086 | Colby College | ME | Arts & Sciences focus | https://indahl.ai/oy/school/161086 | https://www.colby.edu | https://nces.ed.gov/collegenavigator/?id=161086 | Colby College. Private nonprofit. Site: www.colby.edu. Federal ID 161086. Class from the 2021 Carnegie classification in the federal IPEDS directory. | The site turned the script away (it answers HTTP 403). | null | null | null | null | null | The site turned the script away (it answers HTTP 403). | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
162,654 | Goucher College | MD | Arts & Sciences focus | https://indahl.ai/oy/school/162654 | https://goucher.edu | https://nces.ed.gov/collegenavigator/?id=162654 | Goucher College. Private nonprofit. Site: goucher.edu. Federal ID 162654. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 3 pages. | 1 | null | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. | [{"text":"Artificial Intelligence in academic research Section VI. policy is adopted from the University of Maryland’s AI guidelines accessed on June 16, 2025.","url":"https://www.goucher.edu/policies/artificial-intelligence-policy"}] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
163,976 | St. John's College (MD) | MD | Arts & Sciences focus | https://indahl.ai/oy/school/163976 | https://sjc.edu | https://nces.ed.gov/collegenavigator/?id=163976 | St. John's College. Private nonprofit. Site: sjc.edu. Federal ID 163976. Class from the 2021 Carnegie classification in the federal IPEDS directory. This school shares its website with St. John's College, so the read below covers the shared site. | Read by script: 9 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
164,216 | Washington College | MD | Arts & Sciences focus | https://indahl.ai/oy/school/164216 | https://washcoll.edu | https://nces.ed.gov/collegenavigator/?id=164216 | Washington College. Private nonprofit. Site: washcoll.edu. Federal ID 164216. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 1 page. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
164,465 | Amherst College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/164465 | https://amherst.edu | https://nces.ed.gov/collegenavigator/?id=164465 | Amherst College. Private nonprofit. Site: amherst.edu. Federal ID 164465. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
165,671 | Emmanuel College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/165671 | https://emmanuel.edu | https://nces.ed.gov/collegenavigator/?id=165671 | Emmanuel College. Private nonprofit. Site: emmanuel.edu. Federal ID 165671. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 12 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
165,936 | Gordon College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/165936 | https://gordon.edu | https://nces.ed.gov/collegenavigator/?id=165936 | Gordon College. Private nonprofit. Site: gordon.edu. Federal ID 165936. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
166,018 | Hampshire College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/166018 | https://hampshire.edu | https://nces.ed.gov/collegenavigator/?id=166018 | Hampshire College. Private nonprofit. Site: hampshire.edu. Federal ID 166018. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages, 2 more could not be read. | 0 | 0 | null | null | null | None found by the script in the pages it read. 2 pages could not be read, so this is not a full read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
166,054 | Hellenic College-Holy Cross Greek Orthodox School of Theology | MA | Arts & Sciences focus | https://indahl.ai/oy/school/166054 | https://hchc.edu | https://nces.ed.gov/collegenavigator/?id=166054 | Hellenic College-Holy Cross Greek Orthodox School of Theology. Private nonprofit. Site: hchc.edu. Federal ID 166054. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 19 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
166,124 | College of the Holy Cross | MA | Arts & Sciences focus | https://indahl.ai/oy/school/166124 | https://holycross.edu | https://nces.ed.gov/collegenavigator/?id=166124 | College of the Holy Cross. Private nonprofit. Site: holycross.edu. Federal ID 166124. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 6 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"ACIP 350 Exploring Data Science with Friends","url":"https://catalog.holycross.edu/courses/acip/"},{"text":"CSCI 347 Artificial Intelligence","url":"https://catalog.holycross.edu/courses/csci/"},{"text":"CSCI 357 Machine Learning","url":"https://catalog.holycross.edu/courses/csci/"},{"text":"PHIL 261 Philosop... | 28 October 2026 (UTC, when each read finished) |
166,939 | Mount Holyoke College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/166939 | https://mtholyoke.edu | https://nces.ed.gov/collegenavigator/?id=166939 | Mount Holyoke College. Private nonprofit. Site: mtholyoke.edu. Federal ID 166939. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 9 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 1 repeat of another row. | [{"text":"COMSC-235 Applications of Machine Learning","url":"https://mtholyoke.edu/academics/find-your-program/data-analytics-and-society"},{"text":"COMSC-334 Artificial Intelligence","url":"https://mtholyoke.edu/academics/find-your-program/data-analytics-and-society"},{"text":"COMSC-335 Machine Learning","url":"https:... | 28 October 2026 (UTC, when each read finished) |
167,835 | Smith College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/167835 | https://smith.edu | https://nces.ed.gov/collegenavigator/?id=167835 | Smith College. Private nonprofit. Site: smith.edu. Federal ID 167835. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 1 | 8 | null | null | null | Found by script where one sentence names AI and also contains a digit and a word such as study, survey, pilot, section or percent. Many are not about teaching and learning. Not read in full. Rows our filters removed: 1 names a student. | [{"text":"Be accurate and responsible Keep a human in the loop and check AI-generated information before sharing Verify claims and check sources—AI tools predict language patterns, not facts Misinformation is always possible—treat responses as a starting point 4.…","url":"https://www.smith.edu/discover-smith/governance... | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. Rows our filters removed: 1 cut copy of another row, 1 longer than a title. | [{"text":"ANT 282 Living with AI: An Anthropology of Intelligent Machines","url":"https://smith.edu/academics/departments-programs-courses/anthropology"},{"text":"AST 200 Astronomical Data Science","url":"https://smith.edu/academics/departments-programs-courses/astronomy"},{"text":"CSC 256 Human-Computer Interaction","... | 28 October 2026 (UTC, when each read finished) |
167,996 | Stonehill College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/167996 | https://stonehill.edu | https://nces.ed.gov/collegenavigator/?id=167996 | Stonehill College. Private nonprofit. Site: stonehill.edu. Federal ID 167996. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | 0 | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
168,218 | Wellesley College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/168218 | https://wellesley.edu | https://nces.ed.gov/collegenavigator/?id=168218 | Wellesley College. Private nonprofit. Site: wellesley.edu. Federal ID 168218. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 21 pages. | 0 | 1 | null | null | null | None found by the script in the pages it read. Rows our filters removed: 1 menu or banner text. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"DS 340H Capstone in Data Science","url":"https://catalog.wellesley.edu/catalog_course_listing.php"}] | 28 October 2026 (UTC, when each read finished) |
168,281 | Wheaton College (Massachusetts) | MA | Arts & Sciences focus | https://indahl.ai/oy/school/168281 | https://wheatoncollege.edu | https://nces.ed.gov/collegenavigator/?id=168281 | Wheaton College (Massachusetts). Private nonprofit. Site: wheatoncollege.edu. Federal ID 168281. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 25 pages of 66 found (the script reads at most 25). | 0 | 1 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"MATH 151 Introduction to Data Science","url":"https://wheatoncollege.edu/academics/programs/business-and-management/"}] | 28 October 2026 (UTC, when each read finished) |
168,342 | Williams College | MA | Arts & Sciences focus | https://indahl.ai/oy/school/168342 | https://williams.edu | https://nces.ed.gov/collegenavigator/?id=168342 | Williams College. Private nonprofit. Site: williams.edu. Federal ID 168342. Class from the 2021 Carnegie classification in the federal IPEDS directory. | The site turned the script away (it answers HTTP 403). | null | null | null | null | null | The site turned the script away (it answers HTTP 403). | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
168,546 | Albion College | MI | Arts & Sciences focus | https://indahl.ai/oy/school/168546 | https://albion.edu | https://nces.ed.gov/collegenavigator/?id=168546 | Albion College. Private nonprofit. Site: albion.edu. Federal ID 168546. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 2 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
168,786 | Aquinas College | MI | Arts & Sciences focus | https://indahl.ai/oy/school/168786 | https://aquinas.edu | https://nces.ed.gov/collegenavigator/?id=168786 | Aquinas College. Private nonprofit. Site: aquinas.edu. Federal ID 168786. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 2 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
170,286 | Hillsdale College | MI | Arts & Sciences focus | https://indahl.ai/oy/school/170286 | https://hillsdale.edu | https://nces.ed.gov/collegenavigator/?id=170286 | Hillsdale College. Private nonprofit. Site: hillsdale.edu. Federal ID 170286. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 3 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
170,301 | Hope College | MI | Arts & Sciences focus | https://indahl.ai/oy/school/170301 | https://hope.edu | https://nces.ed.gov/collegenavigator/?id=170301 | Hope College. Private nonprofit. Site: hope.edu. Federal ID 170301. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 1 page, 4 more could not be read. | 0 | 0 | null | null | null | None found by the script in the pages it read. 4 pages could not be read, so this is not a full read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
170,532 | Kalamazoo College | MI | Arts & Sciences focus | https://indahl.ai/oy/school/170532 | https://kzoo.edu | https://nces.ed.gov/collegenavigator/?id=170532 | Kalamazoo College. Private nonprofit. Site: kzoo.edu. Federal ID 170532. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 2 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
172,033 | Sacred Heart Major Seminary | MI | Arts & Sciences focus | https://indahl.ai/oy/school/172033 | https://shms.edu | https://nces.ed.gov/collegenavigator/?id=172033 | Sacred Heart Major Seminary. Private nonprofit. Site: shms.edu. Federal ID 172033. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
173,142 | Bethany Lutheran College | MN | Arts & Sciences focus | https://indahl.ai/oy/school/173142 | https://blc.edu | https://nces.ed.gov/collegenavigator/?id=173142 | Bethany Lutheran College. Private nonprofit. Site: blc.edu. Federal ID 173142. Class from the 2021 Carnegie classification in the federal IPEDS directory. | The site turned the script away (it answers HTTP 403). | null | null | null | null | null | The site turned the script away (it answers HTTP 403). | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
173,258 | Carleton College | MN | Arts & Sciences focus | https://indahl.ai/oy/school/173258 | https://carleton.edu | https://nces.ed.gov/collegenavigator/?id=173258 | Carleton College. Private nonprofit. Site: carleton.edu. Federal ID 173258. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 4 pages. | 0 | 12 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"ARTH 250 The Coded Gaze: AI and Art History","url":"https://www.carleton.edu/catalog/current/departments/aahi/"},{"text":"POSC 220 Digital Leviathans: Sovereignty, AI, and Quantum Computing","url":"https://www.carleton.edu/catalog/current/departments/asst/"},{"text":"CS 320 Machine Learning","url":"https://ww... | 28 October 2026 (UTC, when each read finished) |
173,300 | Concordia College at Moorhead | MN | Arts & Sciences focus | https://indahl.ai/oy/school/173300 | https://concordiacollege.edu | https://nces.ed.gov/collegenavigator/?id=173300 | Concordia College at Moorhead. Private nonprofit. Site: concordiacollege.edu. Federal ID 173300. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 19 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
173,647 | Gustavus Adolphus College | MN | Arts & Sciences focus | https://indahl.ai/oy/school/173647 | https://gustavus.edu | https://nces.ed.gov/collegenavigator/?id=173647 | Gustavus Adolphus College. Private nonprofit. Site: gustavus.edu. Federal ID 173647. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | null | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
173,902 | Macalester College | MN | Arts & Sciences focus | https://indahl.ai/oy/school/173902 | https://macalester.edu | https://nces.ed.gov/collegenavigator/?id=173902 | Macalester College. Private nonprofit. Site: macalester.edu. Federal ID 173902. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 2 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
174,747 | College of Saint Benedict | MN | Arts & Sciences focus | https://indahl.ai/oy/school/174747 | https://csbsju.edu | https://nces.ed.gov/collegenavigator/?id=174747 | College of Saint Benedict. Private nonprofit. Site: csbsju.edu. Federal ID 174747. Class from the 2021 Carnegie classification in the federal IPEDS directory. This school shares its website with Saint Johns University, so the read below covers the shared site. | Read by script: 4 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
174,792 | Saint John's University | MN | Arts & Sciences focus | https://indahl.ai/oy/school/174792 | https://csbsju.edu | https://nces.ed.gov/collegenavigator/?id=174792 | Saint John's University. Private nonprofit. Listed in the federal directory as Saint Johns University. Site: csbsju.edu. Federal ID 174792. Class from the 2021 Carnegie classification in the federal IPEDS directory. This school shares its website with College of Saint Benedict, so the read below covers the shared site. | Read by script: 4 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
174,844 | St. Olaf College | MN | Arts & Sciences focus | https://indahl.ai/oy/school/174844 | https://www.stolaf.edu | https://nces.ed.gov/collegenavigator/?id=174844 | St. Olaf College. Private nonprofit. Listed in the federal directory as St Olaf College. Site: www.stolaf.edu. Federal ID 174844. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 12 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
175,980 | Millsaps College | MS | Arts & Sciences focus | https://indahl.ai/oy/school/175980 | https://millsaps.edu | https://nces.ed.gov/collegenavigator/?id=175980 | Millsaps College. Private nonprofit. Site: millsaps.edu. Federal ID 175980. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 23 pages. | 0 | 1 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"PHIL 3120 Philosophy of Mind","url":"https://millsaps.edu/majorsminors/neurophilosophy/"}] | 28 October 2026 (UTC, when each read finished) |
176,318 | Rust College | MS | Arts & Sciences focus | https://indahl.ai/oy/school/176318 | https://rustcollege.edu | https://nces.ed.gov/collegenavigator/?id=176318 | Rust College. Private nonprofit. Site: rustcollege.edu. Federal ID 176318. Class from the 2021 Carnegie classification in the federal IPEDS directory. | The site turned the script away (it answers HTTP 202). | null | null | null | null | null | The site turned the script away (it answers HTTP 202). | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
176,406 | Tougaloo College | MS | Arts & Sciences focus | https://indahl.ai/oy/school/176406 | https://www.tougaloo.edu | https://nces.ed.gov/collegenavigator/?id=176406 | Tougaloo College. Private nonprofit. Site: www.tougaloo.edu. Federal ID 176406. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Reached, no AI page found by script. | null | null | null | null | null | The script reached the site and found no page about AI through the sitemap or common paths. Not read in full. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
179,946 | Westminster College (MO) | MO | Arts & Sciences focus | https://indahl.ai/oy/school/179946 | https://wcmo.edu | https://nces.ed.gov/collegenavigator/?id=179946 | Westminster College. Private nonprofit. Site: wcmo.edu. Federal ID 179946. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
183,239 | Saint Anselm College | NH | Arts & Sciences focus | https://indahl.ai/oy/school/183239 | https://anselm.edu | https://nces.ed.gov/collegenavigator/?id=183239 | Saint Anselm College. Private nonprofit. Site: anselm.edu. Federal ID 183239. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 18 pages. | 0 | 3 | null | null | null | None found by the script in the pages it read. | [] | Titles that name AI, machine learning, data science, technology and society, digital humanities, philosophy of mind or related topics. Found by script, not read in full. | [{"text":"CS 260 Applied Machine Learning","url":"https://anselm.edu/academics/majors-minors/applied-artificial-intelligence"},{"text":"MA 115 Learning and Working with AI","url":"https://anselm.edu/academics/majors-minors/artificial-intelligence-business-leaders"},{"text":"MA 315 AI for Business Insight and Innovation... | 28 October 2026 (UTC, when each read finished) |
183,275 | Thomas More College of Liberal Arts | NH | Arts & Sciences focus | https://indahl.ai/oy/school/183275 | https://thomasmorecollege.edu | https://nces.ed.gov/collegenavigator/?id=183275 | Thomas More College of Liberal Arts. Private nonprofit. Site: thomasmorecollege.edu. Federal ID 183275. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 3 pages. | 0 | null | null | null | null | None found by the script in the pages it read. | [] | The script could not read course lists on this site. | [] | 28 October 2026 (UTC, when each read finished) |
184,348 | Drew University | NJ | Arts & Sciences focus | https://indahl.ai/oy/school/184348 | https://drew.edu | https://nces.ed.gov/collegenavigator/?id=184348 | Drew University. Private nonprofit. Site: drew.edu. Federal ID 184348. Class from the 2021 Carnegie classification in the federal IPEDS directory. | Read by script: 16 pages. | 0 | 0 | null | null | null | None found by the script in the pages it read. | [] | None matched in the catalog pages the script read. | [] | 28 October 2026 (UTC, when each read finished) |
End of preview. Expand in Data Studio
OY Data Pack
This is the same data as the download on indahl.ai, published here for the Hugging Face viewer and the datasets library. The page is https://indahl.ai/oy . The files were tested before release, and what was opened and compared is in TESTED.md. The checking script verify.py and the guide page START_HERE.html are in the download from indahl.ai and are not copied here. Each part keeps the terms of its source and Heuremen LLC adds no restriction. See LICENSE.txt. Full terms: LICENSE.txt.
Heuremen LLC · https://indahl.ai/oy
The data behind the OY page at https://indahl.ai/oy and its school pages at https://indahl.ai/oy/school/, as files you can open in a spreadsheet or Python. OY lists what colleges and universities have published about AI in teaching and learning and about measuring their own AI policies, with a source link for every row. The OY pages publish these tables as web pages and not as data files. The files here are the tables of the pages as published on 2026-11-01, read out of the pages without changes to their text, as JSON and as CSV with one row per record. The list is as of 25 October 2026. The school pages were read on 28 October 2026. Pages that a school has moved or rewritten since can differ from what we quote.
What is in each file
Chatbot citations (json/oy_chatbot_citations.json, csv/oy_chatbot_citations.csv): 8 rows. Each has the institution, the document, the quoted text and source_url, the address of the document.
Findings (json/oy_findings.json): the table of findings of the page, with 14 findings. csv/oy_findings.csv has one row per finding with the finding, the rows text as printed, such as 8 of 148, the count, the denominator of and a note when the finding has no institutions to list. csv/oy_finding_institutions.csv has one row per institution or study named under a finding: name, url, kind when the page marks the link as a journal article, a preprint or another kind of document, and what_we_found with what_we_found_source_url where the page gives them. A blank url is a row without a link, such as our own row.
The list (json/oy_list.json, csv/oy_list.csv): 148 rows, one of them our own. The columns are institution and institution_url (the document the page links from the name), institution_url_kind, public_policy_or_guidance with public_policy_url, measures_own_policy, released_own_data, pilot_results and pilot_source_url. A blank means the page shows no link or a dash.
Private baccalaureate colleges (json/oy_schools.json): 389 schools, one page each. csv/oy_schools.csv has one row per school with the federal ID in unitid, the Carnegie class, the school page address, the address of the school's site, the text about what the script read, sentences_total and course_titles_total as the table prints them, read_in_full_label for the schools whose pages we also read in full, and the notes printed on the school page. A blank in a total means the page shows a dash. The columns sentences_json and course_titles_json hold the lists of the school page as text. The same lists come as csv/oy_school_sentences.csv (61 rows) and csv/oy_school_course_titles.csv (291 rows), one row per item with its url. A sentence ends in an ellipsis where the script cut it, as the page shows. The page shows at most the number it says in its note, and sentences_total gives the number found.
Page text (json/oy_text.json, csv/oy_text_meta.csv): the headline, the explanation of how the rows were read and the other text of the page that describes the tables, as key and value rows.
Sources and dates
SOURCES.md lists the sources and their terms. NOTICE.txt carries the attribution lines. Every sentence, course title and quoted text has the address of its page in the row. The list rows carry the address of the document each cell comes from. The other cells are our own classification and carry no address of their own.
How to open the files
Spreadsheet: open any file in csv/. The files are UTF-8 with a byte order mark so Excel reads names correctly. Empty text and missing values are both shown as blank cells.
Python, standard library only:
import json, csv
rows = json.load(open("json/oy_list.json", encoding="utf-8"))["rows"]
schools = list(csv.DictReader(open("csv/oy_schools.csv", encoding="utf-8-sig")))
Check the pack with python verify.py. It recounts the rows of every file, compares every CSV cell with the JSON, and recomputes the counts the files state about each other, such as the number of institutions under each finding and the sentences and course titles of every school.
What is here
json/: the tables of the OY pages as JSONcsv/: one CSV for each table, plus the text file as key and value rowsSOURCES.md: sources, links, terms and datesTESTED.md: what the files were opened with and what was comparedNOTICE.txt: attribution and termsLICENSE.txt: terms by fileverify.py: recounts and compares the filesSTART_HERE.html: this guide as a pageCITATION.cff
Links
- OY: https://indahl.ai/oy
- Code and scripts: https://github.com/Heuremen-LLC/indahl.ai/tree/main/code/oy
- Correction or removal form: https://indahl.ai/correction
- Federal IPEDS directory, College Navigator: https://nces.ed.gov/collegenavigator/
Notes on the data
The list is a classification for indexing. It is not an assessment of any school or its people. None found means we looked in the places the page names on that date and found nothing. That does not show that none exists. We chose the institutions ourselves, in batches, so the rows are not a random sample.
The sentences and course titles on the school pages were found by script and were not read in full, except for the schools marked in read_in_full_label. Many sentences are not about teaching and learning. The page of each school says how many rows our filters removed.
Not in this pack are the pages of OY that are not data tables, which are the pages for children, and the CAMPUS page, which watches the change of the cited documents over time.
Terms
Each part of this pack keeps the terms of its source, and LICENSE.txt gives them by file. The sentences, titles and quotations belong to the schools and authors of the pages named in each row. The federal ID and class come from the federal IPEDS directory. To correct or remove a row, use https://indahl.ai/correction. It is open to anyone, and we acknowledge every request within three business days.
Heuremen LLC permits anyone to use, copy and change its own parts with attribution to Heuremen LLC and https://indahl.ai/oy. For its own text (the README, SOURCES.md, NOTICE.txt, LICENSE.txt, TESTED.md, START_HERE.html and the labels, counts and notes it wrote in the tables, which LICENSE.txt lists by column) that permission does not include use as AI training data. Its reservation against text and data mining and AI training covers that text only and does not apply to the quoted sentences, titles and quotations.
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