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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 8 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 2026-08-08T06:32:00.761636+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
  • parse uncertain0
  • malformed identifier0
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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

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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

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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

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

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Observation fb079460-987e-49b7-ada8-6f077aa9acd8 · outbound

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 2026-08-08T06:32:00.761636+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
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+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

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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=sha256:8e06425bef216c823f6c839d135d39358fc6d184a6bb5a4a8815856a097838a1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:08.747968Z digest=sha256:3ceac79ceb7a4a5277e1cd00183af5e3b87c9e9fe418d220bba715f9087ba899

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:08.821734Z digest=sha256:57bcafb9251d97b2e6a42be3b67e0b270accb5d70e65b48ea2b51ea8bd216dbe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:08.874421Z digest=sha256:6966ee670143b4cf814b9b4dfef913287e299b49ca244743b32242c3db2c076f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:08.954518Z digest=sha256:9b94b6581c22ed6abbfa3447c839985410e12971b99dce080fd7ba152d1c632e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.021638Z digest=sha256:522a77f87f21ac3bd8e02d33309159f169f7511ef84d998ed636771293e9d30d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.082088Z digest=sha256:d7338e9746269118e617edd83f227245ec7e85eb1bd52a36cfaf6242ea4a411a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.105426Z digest=sha256:57f18895999fdb6f558291b3af1b83822dd49b394fb1646d3936dd3df23de846

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.156421Z digest=sha256:0f581a7478270a625940fe63fd26901cd523d5c85b1cf7920b96952382048af4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.194869Z digest=sha256:937d961f284c18287ed340be194d527287ec379a7917ad9c30526c9faf6b96f7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.239700Z digest=sha256:9e18ddb3779559aa4db36ab86cd7edfb015da8841c1e7315bec87cb7726b488c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.286500Z digest=sha256:a095c9a42fc69d1263aaa89033550aad5c9ec777862c946872750851b0148312

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.343913Z digest=sha256:3d5f05fd0aa604a4d1934e15d2cc9326adb15bdefc17a1b2c3f4b083503df796

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.422019Z digest=sha256:6757afc57eeb6bcb9c995f13e2985edcc4f121c885bc26183a03c9fc71ec8ca8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.459158Z digest=sha256:f581d1d81893022a5ff66e28d70b4a51aeff5a98fb4ed1bcf29526e19dec7ae4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.499437Z digest=sha256:afdffd378a4c34557d2c030e4cee74e1b25d50be7e3a58cc34ec842a95392c07

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.549300Z digest=sha256:9bbac6212ec64d855f0e6975915dda8b59a9d8ae730ff8166ca58dc66e63a9d8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.585650Z digest=sha256:d973c0c4566f3b402fe06109b8f71d2c421f0046fad73b511d666ffa88accd8e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.662893Z digest=sha256:4b889022492e4e8eb804764b0f573c4972fcef46ff4e55aef45ee4f2669dae38

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.712026Z digest=sha256:d718f2525bbc890bf65b2411cd1391d454ed5a028760fe3064ab9eede932b2c1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.751819Z digest=sha256:bf1362e2deed0f74032f41e3db6bbd2f41dee54000257778d04f659032dd430d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.870454Z digest=sha256:7c6d0d65f3b34bc140e045f34bd47cf679f698ec09316f6a4e4cebf76f71d59a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.923065Z digest=sha256:294dca015a5c632e5676080d99daddd43f0832e284a8b64ee16d200b5634068d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.959057Z digest=sha256:70923f35d696c0c78d592470baee19d096b886a9bf0a38835d7c806b317d7329

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.999462Z digest=sha256:061ad8e8b992cb6c7d98de4ef63187a8430a578b2631926c8bf7eebce14ee087

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=sha256:90b4974a649abab313e6a7ee3d8fb236c68c7d554a0593e50e315529bb640471

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:10.083978Z digest=sha256:dec895b6fe1217c010ffc256ca6f15df395bff8942206ce72600de663eb01c61

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:10.122278Z digest=sha256:f04acd0b924cb011a04dbd1a315101484c84c270af06fff9073eab9e74641ef4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:10.167028Z digest=sha256:19ba58946dbc4feef54cd5bda904442bc02e3022ee4fd1398f68ae74d44540d5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.385679Z digest=sha256:ab7fd58a38fddad5691e4209959679466a9868d5f33104020275a819dfbe74d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T20:38:09.791528Z digest=sha256:4b4d8d155f5c3ab2b20e7ab2d768aca49c1613bbd3d21ad9875c692d43778093

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T04:12:49.374551Z digest=sha256:9810a43aeecdf07aa779a0ee315a9b3b92ac6047d34d51dc6510b7d9a98eef1b