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Paper Citation Record · LEDGER

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future

As of 12 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2507.02180.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.02180 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:38:10.167028Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T04:12:49.374551Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-21T04:13:56.636439Z

Reference resolution

63 of 63 outbound references displayed

  • verified exact0
  • verified fuzzy49
  • unresolved14
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88d0d9b6-ea25-4fb0-8339-f93c35a67453 · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 1

Resolution
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Source-reported events for the cited work

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Observation e234a93c-65ac-4714-a51c-261fd4ade7db · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6517e41b-69dc-4d25-a31d-ccc6780186b0 · outbound

This paper cites D., and Beale, R.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future D., and Beale, R

Reference 3

Resolution
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Source-reported events for the cited work

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Observation 49457b0a-e576-48cf-8a19-3dabbad0f9cd · outbound

This paper cites Evaluating an automated analysis using machine learning and natural language processing approaches to classify computer science students’ reflective writing.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Evaluating an automated analysis using machine learning and natural language processing approaches to classify computer science students’ reflective writing

Reference 4

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation bac8c7c3-a0a8-4d5b-9e85-d69ee1ebf95a · outbound

This paper cites N., Ahmad, S., and Bhutta, S.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future N., Ahmad, S., and Bhutta, S

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c697eb63-4e64-4fb3-934d-103817efdcb0 · outbound

This paper cites N., Ahmad, S., and Bhutta, S.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future N., Ahmad, S., and Bhutta, S

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f3293d28-0c53-4037-8df0-1a9bc4722ede · outbound

This paper cites Com- parative analysis of ChatGPT and Bard in answering pathology examina- tion questions requiring image interpretation.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Com- parative analysis of ChatGPT and Bard in answering pathology examina- tion questions requiring image interpretation

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ba78e4f7-b300-4d20-86f5-6bb1549f00f9 · outbound

This paper cites Education in the Era of Gen- erative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning, Jan.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Education in the Era of Gen- erative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning, Jan

Reference 8

Resolution
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Observation 43c512fd-e1db-4ac9-b645-b84a26814151 · outbound

This paper cites Fostering problem solving and critical thunking in mathematics through generative artificial intelli- gence.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Fostering problem solving and critical thunking in mathematics through generative artificial intelli- gence

Reference 9

Resolution
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Observation 351674ac-dc79-4b59-b763-6d5c69a120f3 · outbound

This paper cites Mobile Design for the Developing World.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Mobile Design for the Developing World

Reference 10

Resolution
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d79d93fa-90f8-40c4-87bf-4cf06dc20426 · outbound

This paper cites S., Joshi, M., and Chugh, R.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future S., Joshi, M., and Chugh, R

Reference 11

Resolution
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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c5c8dc82-de9e-46b7-82fc-b7d1c47954e4 · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2aca251a-c347-4d29-a581-3987d1beac29 · outbound

This paper cites J., Sheng, H., Wei, J.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future J., Sheng, H., Wei, J

Reference 13

Resolution
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Source-reported events for the cited work

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Observation ef013ce7-302b-435e-a8bd-ea706492e118 · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6b54199e-2714-4ded-8c3c-7d5a7a4485d8 · outbound

This paper cites Does chatgpt enhance student learning? a systematic review and meta-analysis of exper- imental studies.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Does chatgpt enhance student learning? a systematic review and meta-analysis of exper- imental studies

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b6a9042e-f1d3-43b8-9632-bf9cf7fa4810 · outbound

This paper cites Exploring the opportunities and challenges of nlp models in higher education: is chat gpt a blessing or a curse? Frontiers in Education Volume 8 - 2023 (2023).

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Exploring the opportunities and challenges of nlp models in higher education: is chat gpt a blessing or a curse? Frontiers in Education Volume 8 - 2023 (2023)

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5fcffb93-a9d1-4077-a6ef-d5040e419bc7 · outbound

This paper cites D., and Stoyanovich, J.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future D., and Stoyanovich, J

Reference 17

Resolution
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Source-reported events for the cited work

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Observation 714216b3-696e-4040-a4af-9a7fd589c6ce · outbound

This paper cites A systematic literature review to implement large language models in higher education: Issues and solutions.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future A systematic literature review to implement large language models in higher education: Issues and solutions

Reference 18

Resolution
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Source-reported events for the cited work

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Observation 4d77ad16-11b7-4978-b5cf-daa3b8a232ad · outbound

This paper cites Artificial Intelligence in Edu- cation: Promises and Implications for Teaching and Learning.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Artificial Intelligence in Edu- cation: Promises and Implications for Teaching and Learning

Reference 19

Resolution
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Observation bd9ad121-9a9f-4df0-8314-e58dee7b363a · outbound

This paper cites Developing a framework to re-design writing assignment assessment for the era of Large Language Models.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Developing a framework to re-design writing assignment assessment for the era of Large Language Models

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 8dc39517-f962-4637-a430-be519556ecd5 · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 21

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 07e18bfc-a19d-4115-8889-8417c2d53442 · outbound

This paper cites Large language models in education: A focus on the complementary relationship between human teachers and chatgpt.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Large language models in education: A focus on the complementary relationship between human teachers and chatgpt

Reference 22

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 15276253-e860-4405-bc0d-53a71b1c9d3c · outbound

This paper cites Large language models in education: A focus on the complementary relationship between human teachers and chatgpt.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Large language models in education: A focus on the complementary relationship between human teachers and chatgpt

Reference 23

Resolution
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Observation d9539cf2-c8bc-4ec7-8cec-f234ba8a6a63 · outbound

This paper cites Chatgpt for good? on opportunities and challenges of large language mod- els for education.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Chatgpt for good? on opportunities and challenges of large language mod- els for education

Reference 24

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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This paper cites J., and Kim, M.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future J., and Kim, M

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 7d3929de-b2eb-4547-b7c3-b27315e4f1c9 · outbound

This paper cites Role of ai chatbots in education: A systematic literature review.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Role of ai chatbots in education: A systematic literature review

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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This paper cites AGI: Artificial General Intelligence for Education.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future AGI: Artificial General Intelligence for Education

Reference 27

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Observation f1a6a4d9-b476-447e-b225-3d86215a3cc6 · outbound

This paper cites Can chatgpt be a debate partner? developing chatgpt- based application “debo” for debate education, findings and limitations.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Can chatgpt be a debate partner? developing chatgpt- based application “debo” for debate education, findings and limitations

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2f4bff7d-0fbc-439f-b900-610be21ec085 · outbound

This paper cites Ethical Impli- cations of ChatGPT in Higher Education: A Scoping Review.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Ethical Impli- cations of ChatGPT in Higher Education: A Scoping Review

Reference 29

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 754e4701-e6f7-41b6-97d1-4daf0fb09d48 · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 30

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 8c7b52fd-3328-451a-8017-3fe33c43ed17 · outbound

This paper cites & Cutumisu, M.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future & Cutumisu, M

Reference 31

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 03a433dd-cc0b-417c-8b93-9eb9dbfa81c7 · outbound

This paper cites K., and Lopes, C.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future K., and Lopes, C

Reference 32

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0bfd4b5b-1050-4989-85b0-4b49302ea5f0 · outbound

This paper cites Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T20:38:08.634435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:38:08.634435Z digest=sha256:a7669dd63397c81b551a332dda8c12c145c4ac2123c7a41631074d0c4c6fd03e

Observation 0553c6b7-b745-456d-bed4-40e76857294b · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:38:15.085464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:08.747968Z digest=sha256:cfd42a399f7133c4480f4c581e87e9399fe88c9a05e741870102cd70bc8cc661

Observation 2f48ac5a-9ecd-465b-8eb3-0aea0f38116b · outbound

This paper cites ai and the future of teaching and learning.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future ai and the future of teaching and learning

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:14.954376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:08.821734Z digest=sha256:91791686d1404740a94d610ee2dea68bcdf857664f8a08e8915dcf7bea77e078

Observation d010df84-dec1-458f-9b42-55736c480f4b · outbound

This paper cites Transforming History Education Into a More Immersive, Inter- active Process of Inquiry and Discovery.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Transforming History Education Into a More Immersive, Inter- active Process of Inquiry and Discovery

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:14.808748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:08.874421Z digest=sha256:f07ced3f93cd69122972e47fbc357ec717b2a6c35af191f476362aecf00ed6f6

Observation 68cfb168-ebaf-4b9b-b524-ea25525075f1 · outbound

This paper cites Multi-armed bandit algorithms for adaptive learning: A survey.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Multi-armed bandit algorithms for adaptive learning: A survey

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:14.655649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:08.954518Z digest=sha256:15dd9f9354e618665b21354d77013046b8ddbf86702cf3fc50fe5806ceb91569

Observation 3398c49d-23c9-47fb-94ec-fd7ccfc64bd4 · outbound

This paper cites Edtech 20:20 vision: the top 40 emerging companies for higher education in 2023, July 2023.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Edtech 20:20 vision: the top 40 emerging companies for higher education in 2023, July 2023

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:14.499978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.021638Z digest=sha256:70c0760fe0d1d10ce1b18d59d00f4d4f5445690102a2adbc6f2d7f548f8b547a

Observation 37611e69-66d3-4478-8d92-8580d3bb73ad · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:38:14.360098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.082088Z digest=sha256:7c9a93b190c16e7c4e200e0e404c812b68781a2d4d9643c09e8380646dea82e0

Observation ae4fe9e9-e5bd-4957-80ca-5c5d9e46e8ab · outbound

This paper cites J., Anderson, C., Stone, C., and Oh, Y.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future J., Anderson, C., Stone, C., and Oh, Y

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:14.266313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.105426Z digest=sha256:0c81d5a6044a21d973f24bd77824b7ca6e6ebcccdaae06e2f43effc43690af6c

Observation 92096440-0ee3-4795-b2b2-ce70422ca4e5 · outbound

This paper cites Guest Post: The Benefits and Risks of ChatGPT for Educa- tion, Feb.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Guest Post: The Benefits and Risks of ChatGPT for Educa- tion, Feb

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:14.121954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.156421Z digest=sha256:ce9524b93025394ad3505424a5146b1d60caff3ef2b12a71221aa1da2cba385b

Observation 52911f21-e663-475f-9e7e-12cc849df13c · outbound

This paper cites A., Dimbisoa, W.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future A., Dimbisoa, W

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:13.994516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.194869Z digest=sha256:192f9c2fafbb32155f7c9f132e82a4c5377e99493da4ec4e02ee537b831d480c

Observation ba1da3e9-cc46-4f1b-9d6d-4f35bc5185ba · outbound

This paper cites ChatGPT: Bullshit spewer or the end of traditional assessments in higher education? Journal of Applied Learning and Teaching 6, 1 (Jan.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future ChatGPT: Bullshit spewer or the end of traditional assessments in higher education? Journal of Applied Learning and Teaching 6, 1 (Jan

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:13.805856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.239700Z digest=sha256:4fe2739edc7cea6fc8f48a86149699f81ef5494c12f0c442d420bd3592b5c8ac

Observation 3e89768e-318f-4b93-93ff-74a43fba8d95 · outbound

This paper cites Conversational ai as a facilitator improves participant engagement and problem-solving in online discussion: Sharing evidence from five cities in afghanistan.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Conversational ai as a facilitator improves participant engagement and problem-solving in online discussion: Sharing evidence from five cities in afghanistan

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:13.633488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.286500Z digest=sha256:73ee7589ce7aa07049e285a48532dba70bff6ce8e9d34b22a4a73e8805355263

Observation 2fb00faa-bf26-4e04-a47b-956ee89ee0c5 · outbound

This paper cites Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:13.492923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.343913Z digest=sha256:227c02aa44847c9e7d4af87b3204978e74d9046d651ef4b5d06d38c86632d8e6

Observation dbd8e851-0b3e-4da4-8543-b70bb611f932 · outbound

This paper cites ”engaging in history class: Using ai chatbots as a teaching tool”.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future ”engaging in history class: Using ai chatbots as a teaching tool”

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:13.146123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.422019Z digest=sha256:e60899204f7253e09461d341f84a0659aae999719207506f5520d8d51833da46

Observation d5129123-3a4c-49b8-b22d-ab8e14f9c14b · outbound

This paper cites S., Chi, J., Xin, Y., Shah, H., and Fonseca, D.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future S., Chi, J., Xin, Y., Shah, H., and Fonseca, D

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:12.968588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.459158Z digest=sha256:749c68d9915af4d8e38a54563d695aa13a83ecbd9c90d3566f4cd41987f4682b

Observation a5a02b82-6559-4d69-83e6-cc480f8dabfb · outbound

This paper cites U., Ahmad, W., Ouahada, K., and Hamam, H.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future U., Ahmad, W., Ouahada, K., and Hamam, H

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:12.787013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.499437Z digest=sha256:87393d41cc931f577cf384281a32821933fe923bf1698308aad089ce2e33f693

Observation 3115f367-3ec5-4403-8b94-aae72812e744 · outbound

This paper cites U., Ahmad, W., Ouahada, K., and Hamam, H.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future U., Ahmad, W., Ouahada, K., and Hamam, H

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:12.608112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.549300Z digest=sha256:0cc87f31e6fae3ef92a217361f6d91de2cf30cba609d5d2b1a3ea04a8c1a6d8f

Observation b3e82eb2-e878-46e9-9e61-da3e88cb4199 · outbound

This paper cites AI and Education: Guidance for Policy-makers.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future AI and Education: Guidance for Policy-makers

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:12.443094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.585650Z digest=sha256:3ab7b51d5f110f31de4efddbe95d6e410da0c8a1f1608611238e5d04d0aa7538

Observation ca2c00fa-8ab7-4421-a520-642060b96b5a · outbound

This paper cites Policy guidance on ai for children.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Policy guidance on ai for children

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:12.237536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.662893Z digest=sha256:59f11a3a3a68c6444fa48ed2f77651585a823655a91336afc2825620193f3fee

Observation f22bd4fb-bf02-461c-9813-eb0c501d0eed · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:38:12.024347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.712026Z digest=sha256:b79db363ecb7d74f75d7f6b458b0541cd851376888b3ff47426dbf73800e6200

Observation 5ae5cbb1-a71c-43ee-8c92-6b509b9df06c · outbound

This paper cites S., and Wen, Q.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future S., and Wen, Q

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:11.791134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.751819Z digest=sha256:09cbb09d39172e46f39e3dfb0377c6a1ee55e599119829542003cf4bb0c69c30

Observation 549c0ed4-57ce-4144-8d98-074e34578ba7 · outbound

This paper cites S., and Wen, Q.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future S., and Wen, Q

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:11.305892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.870454Z digest=sha256:24cd2868b70a7974c477facc9964a90b35f419dd2849e5cc83e7f046046de42d

Observation 40abcebf-ab0e-4b54-a92d-40eb9ed58c3b · outbound

This paper cites ”ChatGPT Is a Plague Upon Education”.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future ”ChatGPT Is a Plague Upon Education”

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:11.115117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.923065Z digest=sha256:4c047b4ee783b721932cb6a8f5b69025517e9a7ca779d6a6799a65b5b961e824

Observation 2834b7cd-0828-4876-9901-72c393719bd8 · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:38:10.983894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.959057Z digest=sha256:9c171fe76743b688cba1e3a6dc593cfa14befecd2bc925e307ccd22a13698dcc

Observation af4a6b6f-a094-4386-a90c-3fc11f53e66e · outbound

This paper cites S.Multimodal large language models: A survey.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future S.Multimodal large language models: A survey

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:10.762283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.999462Z digest=sha256:af5124baf84fdd9a9abc46bebea1581f8045040537c68c291e905dcd43580b3a

Observation f9ffddd8-a84e-46b1-80d2-27a4a15d89e6 · outbound

This paper cites Large Language Models for Education: A Survey.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Large Language Models for Education: A Survey

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T20:38:10.034271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:38:10.034271Z digest=sha256:3a9056c42d7135b6573ad356d51ef9ed1d03bfcfed95da90df7b7bfa3e26c98c

Observation afb04f4f-9b75-4477-9d5c-44e0bc97187c · outbound

This paper cites ChatGPT for Next Generation Science Learning, Jan.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future ChatGPT for Next Generation Science Learning, Jan

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:10.587533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:10.083978Z digest=sha256:d9ebfd8f3d6cdcb2e942068ecf6a0c092daeebc7084238e50d5f18ff7db13db3

Observation addb0fd9-52e0-4b34-8d90-fa6412f23e6a · outbound

This paper cites & Aslan, A.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future & Aslan, A

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:10.367207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:10.122278Z digest=sha256:35d93401c5c79dad29098d76ca9af74a4c2348904308279c2e5ba074600f7b1b

Observation a488b8f1-be9e-4cc1-b5db-a60df40a4d48 · outbound

This paper cites The impact of AI-enhanced natural language processing tools on writing proficiency: an analysis of language precision, content sum- marization, and creative writing facilitation.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future The impact of AI-enhanced natural language processing tools on writing proficiency: an analysis of language precision, content sum- marization, and creative writing facilitation

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:10.281124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:10.167028Z digest=sha256:fbbb6d72f2070ddad4386265425bfdd47827af1cdf008e43af2d0d9052bfb862

Observation 5f8730fa-d669-432a-811f-97da127386c9 · outbound

This paper cites an unresolved cited work.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Unresolved cited work

Reference 596

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:38:13.314505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.385679Z digest=sha256:d7574f4537b9294916d3a301cf42185ee350d16ab9411a0d597c1de62b8d209d

Observation 48755bc5-0d3c-4024-b3c5-a2c6b5f3cc2c · outbound

This paper cites Reviews current LLM technologies, educational datasets, risks, and suggests future directions.

The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future Reviews current LLM technologies, educational datasets, risks, and suggests future directions

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:38:11.578935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T20:38:09.791528Z digest=sha256:c77172a697f5d6a22837d9ac23b4a77743159361830be71b276391aa4c1a4616

Pith citing papers

Observation d1898a83-9e74-40c0-98b0-06dce587bb4d · inbound

Design Principles and Observable Indicators for AI-Enabled Pedagogical Accompaniment: Evidence from the Amico Dual-Mode Prototype in Italy and China cites this paper.

Design Principles and Observable Indicators for AI-Enabled Pedagogical Accompaniment: Evidence from the Amico Dual-Mode Prototype in Italy and China The Revolution Has Arrived: What the Current State of Large Language Models in Education Implies for the Future

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-21T04:13:56.638406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-21T04:12:49.374551Z digest=sha256:95f1a2a6fd524e84473ba67dcedefa9175c4717d4924d89139bc688523b95ad0