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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 10 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 2026-08-10T06:31:04.303077+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

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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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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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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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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

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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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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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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

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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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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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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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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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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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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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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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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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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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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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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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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
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Source-reported events for the cited work

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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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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
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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
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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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 2026-08-10T06:31:04.303077+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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+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
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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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:08.747968Z digest=sha256:dd1f39ee17bafc522be5c57a19759b54193714ff3b24caee86ef3609991b6947

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:08.821734Z digest=sha256:2ddef04dedc3be432947c994721177afdac6a5785100e8c737c3229711f723b6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:08.874421Z digest=sha256:e094ad73bfc465befd8090812474f58fb084581fe0b7a23aed8c89db64a77dfb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:08.954518Z digest=sha256:83eba7d578bcc743fc4f35295d9a43545309d31292b0c0bfbeaf68f22149fd98

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.021638Z digest=sha256:ab57d20e1d296b9738921b2143b4b58602bef864c63027c559dcdc4b00d6bd77

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.082088Z digest=sha256:b899fc6804185d9580769aa272e6a8e312ee8d8d230fa672bd5d76896495d2f5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.105426Z digest=sha256:434db12247b2d83bf97c3366f9972b7e9b759a3d68c619f2bc038838fc21c423

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.156421Z digest=sha256:af1ea5521eb01dab47704a0617e4ad2c176652c5bf45433093b25210ebf1a976

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.194869Z digest=sha256:cb06efc5a2d21e345f86401293859fd56e6e6c54ad92928e22e1a27bf30e7d13

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.239700Z digest=sha256:9040ff7948d929a6d63bb82cbae3d4bd34902d22f2387fd99b5cc845da221c4b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.286500Z digest=sha256:a0c4125fb64fa121b75e965d17b23c5312ea8f57ff4ceb2900eb8a848bbb0bb1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.343913Z digest=sha256:108922b0f57b76c24fc63dca75615349b9b57d107787014efa97c73590da9221

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.422019Z digest=sha256:fe7c450e96926297409ece28028ed40d3528555d1dbf490da16b897c7d5eee45

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.459158Z digest=sha256:e368e4e560972f3f5556fd7f5d396980b6ade4449e06cb1d2a405a025c9c4131

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.499437Z digest=sha256:8b265b7e62eb5425d9818be2d434613025bfe57a18bf562231fc7254c05a53ff

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.549300Z digest=sha256:849f2c3160b35b5e7127160fe2591fee7c2c284b42175e58f9ec8e62adfd2032

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.585650Z digest=sha256:f6f1ef26e5fccb65bab5c87e19ecffffec357ceeac42bed9fd1adb0928993ba5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.662893Z digest=sha256:a6446c33273ea0ca4a141e52dfbeb0da47d36eea69252f9bc3088da49ddb5cdd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.712026Z digest=sha256:1f707651838d3e7f73058a2f9f1cb0c6a407331e7a1b2df96849906ad2c842f0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.751819Z digest=sha256:789f083e38f7a0c06f307d65a6237eb794502f02729af83694454e7b615357de

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.870454Z digest=sha256:441f2680af9ce2ac9acadc348778befd2acc8e03548ba64e16875440e58e2c7d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.923065Z digest=sha256:edd666d59f45a3aa664c1926790fcee2a6fb6c4089296e63e37438dfb0c01b86

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.959057Z digest=sha256:4d6a4e44948efee538ed045d509beffb37c88dc28b9e68fce090ec304f013831

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.999462Z digest=sha256:920de4bf26b136861eb6667616eb8669e01ed58667195cc855b5bd5600cdabcc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:10.083978Z digest=sha256:dfebb20ad69c8000689957b058578b92953124ab6de76baed2d0680fcb237f1e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:10.122278Z digest=sha256:d97061d40e8c5aa68e9e894769b8468e0b1a00b1ce6dc199f226c92f31adcd96

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:10.167028Z digest=sha256:7759bd7011ab3e1fc2cf3c29ba9892e8f11f0f420de346f53d190ba1e8f1e183

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.385679Z digest=sha256:aa5951f8bb4814ee61e41b4565d1d1c3df19040ced5ee1ac89466f09c60b3d55

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T20:38:09.791528Z digest=sha256:8fd865694a13687493a2229a34f0f64bd5c5903a0145a17e0e0f79b699433d99

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-21T04:12:49.374551Z digest=sha256:bedb0b34348609f58aee304d5fcb557d2b6df773e7940c66bc662a4ec9f48d7e