Paper Citation Record · LEDGER

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

As of 21 August 2026, this Paper Citation Record lists 100 of 148 outbound references and 3 inbound Pith citation observations for arXiv:2412.14732.

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

pith.paper-citation-record.v1
2412.14732 v1

Coverage vector

measured 100 of 148 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:00:06.504772Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:28:10.225817Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:36:23.830699Z

Reference resolution

100 of 148 outbound references displayed

verified exact9
verified fuzzy0
unresolved82
parse uncertain0
malformed identifier4
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d70d8610-ee7f-421e-a679-27ae57a4d9fa · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-11T12:00:07.088235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e42c230a-270c-4b78-8e9a-5460e00d17bf · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.850302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2061271-1009-40e9-8fc7-a57544d18f55 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.861031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6ddf475-3cbf-4be3-813e-7b31b24244ca · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.865998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7f26fb6-5d14-410a-a88a-fa22b04f34cd · outbound

This paper cites Generative AI Perceptions: A Survey to Measure the Perceptions of Faculty, Staff, and Students on Generative AI Tools in Academia.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Generative AI Perceptions: A Survey to Measure the Perceptions of Faculty, Staff, and Students on Generative AI Tools in Academia

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.871012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06c9956d-3fbb-42a3-9657-fe8ef971909c · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.876939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a6dce2b-4211-436d-8ce5-9334a127e370 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.887645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4f20046-c116-4604-9178-e46fa59703d5 · outbound

This paper cites Analyzing LLM Usage in an Advanced Computing Class in India.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Analyzing LLM Usage in an Advanced Computing Class in India

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.892534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 805ba8e0-ce4e-4484-ae05-e25e219ba3f2 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.898129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2ccf3ac-0aa2-4a5e-9215-97f6df81a7f0 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.907762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca3fe6a-a0e8-437f-a5fc-cc680fda8f7e · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.923545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c31e410-94d2-4c19-b95e-2fd697319007 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.929313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33345266-d8b0-4f4d-8973-81b88fb8f147 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.934112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc5131c-30d5-4074-acaf-cfe3bf533edc · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.959420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9457554e-7048-42c9-8b8f-6fad819b26d8 · outbound

This paper cites The AI generation gap: Are Gen Z students more interested in adopting generative AI such as ChatGPT in teaching and learning than their Gen X and Millennial Generation teachers?.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools The AI generation gap: Are Gen Z students more interested in adopting generative AI such as ChatGPT in teaching and learning than their Gen X and Millennial Generation teachers?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.969323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 483aad1b-ce0c-4114-92f6-283475286959 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.979817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7ae0fd6-7188-4e57-b01d-d82479f0cbf6 · outbound

This paper cites "ChatGPT Is Here to Help, Not to Replace Anybody" -- An Evaluation of Students' Opinions On Integrating ChatGPT In CS Courses.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools "ChatGPT Is Here to Help, Not to Replace Anybody" -- An Evaluation of Students' Opinions On Integrating ChatGPT In CS Courses

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.984529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91adf787-e0f6-4598-b446-53281461c434 · outbound

This paper cites A Picture Is Worth a Thousand Words: Exploring Diagram and Video-Based OOP Exercises to Counter LLM Over-Reliance.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools A Picture Is Worth a Thousand Words: Exploring Diagram and Video-Based OOP Exercises to Counter LLM Over-Reliance

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.989288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42013d74-5891-40b1-aa44-a0a99828975b · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.994212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f4a4fc2-0bf6-48db-86fe-618c28259c14 · outbound

This paper cites Crandall, Gina Sprint, and Bryan Fischer.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Crandall, Gina Sprint, and Bryan Fischer

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:05.999356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c175334-e00a-41a7-8b34-5e73ca4d1261 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.004131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb32e8c9-c2f7-42bb-bb23-75bec51988fc · outbound

This paper cites Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.009624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78353f8f-7667-41e8-9ed7-8df6727722e7 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.014995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3969840f-9d2c-43a8-97b8-fac0ab53557a · outbound

This paper cites Promptly: Using Prompt Problems to Teach Learners How to Effectively Utilize AI Code Generators.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Promptly: Using Prompt Problems to Teach Learners How to Effectively Utilize AI Code Generators

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.026055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa33a1f4-4911-43db-a4c5-27fd41ca5571 · outbound

This paper cites Can We Trust AI-Generated Educational Content? Comparative Analysis of Human and AI-Generated Learning Resources.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Can We Trust AI-Generated Educational Content? Comparative Analysis of Human and AI-Generated Learning Resources

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.019961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6828d1a8-4e0a-4e01-a9da-0b198cb7ca4f · outbound

This paper cites Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.041346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7504f7-739f-40f2-9536-8b9488d9f6d9 · outbound

This paper cites Robosourcing Educational Resources -- Leveraging Large Language Models for Learnersourcing.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Robosourcing Educational Resources -- Leveraging Large Language Models for Learnersourcing

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:00:07.004783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 914c12ae-2d2a-40dd-b15a-58c72b4394a2 · outbound

This paper cites Becker, Andrew Luxton-Reilly, and James Prather.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Becker, Andrew Luxton-Reilly, and James Prather

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.061574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305ad17a-3a0f-4065-96bd-aa683b8aca56 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.071866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41eb775a-32cc-4260-90f8-7ec73b54e447 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.076835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014ec546-75fe-4c4d-8794-d20fa529f77e · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.066618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2da828c0-88e0-4af2-b91b-4c6a53aeab7a · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-11T12:00:06.981759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e3af9690-9b4e-4dd1-9795-f5660f268871 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 46

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T12:00:11.163711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed222f29-9b44-4625-9b9d-85d2d8a8d915 · outbound

This paper cites In Proceedings of the 55th ACM Technical Symposium on Computer Science Education V.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools In Proceedings of the 55th ACM Technical Symposium on Computer Science Education V

Reference 47

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T12:00:11.362187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5152924f-c23b-4520-8791-fdafa3fe0d2e · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 48

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T12:00:11.248214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 55dfd94e-ba72-452c-a15d-d9c466b74eb4 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.116446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e94ec104-b5a7-46f0-9710-aa2227c9fe0e · outbound

This paper cites Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, Chris Messom, and Soohyun Nam Liao.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, Chris Messom, and Soohyun Nam Liao

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.102511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fafc866f-afb4-40b1-803b-40fb5968a14f · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.135327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fcdadd-daf5-47b8-8ce6-eee4b260c98e · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 55

Resolution: malformed identifier; no resolver link, observed 2026-08-11T12:00:06.121361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d7be01b-fa0a-42be-a948-b9d80933e631 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.126046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab75ffe-4545-4165-ae48-b54c61645749 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.153424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad84653-736a-4753-a422-1769f7612297 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.139925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 062f7604-5dcf-4027-99a7-de39ad134deb · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.144506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfbd9e67-4852-4384-8c97-7d59a5bcc107 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.167472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2759210-3e59-419a-8965-aadf1d5465c7 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.172051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f43d0ac-6d15-41c2-8453-471264d35731 · outbound

This paper cites Ericson, David Weintrop, and Tovi Grossman.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Ericson, David Weintrop, and Tovi Grossman

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.158483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdf0e51e-dada-4391-9b7c-19902a3078fe · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 65

Resolution: verified exact; raw_fallback, observed 2026-08-11T12:00:10.093381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0409ad5a-20cd-4a9b-a90e-0709894b5285 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.182722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90fd1ca9-595a-4cb4-99b0-ed744808af64 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.205111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19d0da5d-b4e4-4258-8939-ffc0887d63d8 · outbound

This paper cites Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.200612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ccb23a-39be-4848-a96a-a85aa490b064 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.222410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f47585b-a1f6-4b23-8cd4-2da103faeb9d · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.227728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d1fbdf9-232c-497e-9b9f-d7fd9ca238bb · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 75

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T12:00:09.797858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1ab4c67-05f2-44d4-929c-0f5a8f11fa3a · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.218324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e21693-1108-4ddd-9617-0ae5337ed884 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 77

Resolution: malformed identifier; no resolver link, observed 2026-08-11T12:00:06.242727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fba928-dc33-457c-92f0-547940234a9b · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.247498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Will I be replaced?

Reference 79

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Kumar, M

Reference 80

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Reference 83

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Observation f4f7adb9-c06a-4345-9a81-a207bd407c5d · outbound

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Reference 85

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Observation 7d894fe6-552a-461c-b945-5f0000d116e4 · outbound

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Reference 86

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Reference 87

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This paper cites Liang, Chenyang Yang, and Brad A.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Liang, Chenyang Yang, and Brad A

Reference 88

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Observation d95f004c-fa36-4ca9-9f45-a8e3d7b3afb8 · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools You're (Not) My Type -- Can LLMs Generate Feedback of Specific Types for Introductory Programming Tasks?

Reference 89

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Observation 767ac344-6fb9-4e03-9ee6-106aca61dc0c · outbound

This paper cites IEEE Transactions on Learning Technologies 17 (2024), 1668–1682.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools IEEE Transactions on Learning Technologies 17 (2024), 1668–1682

Reference 90

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Observation 105bd1f9-8cc4-4c91-a1cb-35dc7540ef43 · outbound

This paper cites Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course

Reference 91

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Observation c9fe15de-0b44-4ae1-9f51-576bceb2544c · outbound

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Reference 92

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Reference 93

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Observation bd90b1ee-4b47-4553-a5eb-98715be355d7 · outbound

This paper cites In Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1 (Melbourne, VIC, Australia) (ICER ’24).

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools In Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 1 (Melbourne, VIC, Australia) (ICER ’24)

Reference 94

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Observation 9e839ebc-9150-49b7-af33-4e607eed7042 · outbound

This paper cites Manley, Timothy Urness, Andrei Migunov, and Md.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Manley, Timothy Urness, Andrei Migunov, and Md

Reference 95

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Observation 4373c3e3-b83e-4e94-b547-1cdaf11cf964 · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study

Reference 96

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Reference 97

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Reference 98

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Becker, Michel Wermelinger, and Karen Reid

Reference 99

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Observation 6e6a88a3-19ab-41c4-8326-83c7d7b252bd · outbound

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Reference 100

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Reference 101

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Reference 103

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Observation 7b2c5b70-0765-4e36-83b0-c246f0426ee4 · outbound

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Reference 104

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Reference 105

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Reference 106

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Observation 6f5e5e97-2e01-4c66-8c45-c07a2146e993 · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization

Reference 107

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Observation 91caf550-0d61-4334-b3b4-040449b3feda · outbound

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Reference 108

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Unavailable: canonical work link unavailable.

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools González, Marcelo Mendoza, Juan Pablo Sandoval Alco- cer, Leonardo Centellas, and Carlos Paredes

Reference 109

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Unavailable: canonical work link unavailable.

Observation c74592cd-a91a-4969-92b9-d879809b7da1 · outbound

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Reference 110

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Unavailable: canonical work link unavailable.

Observation 96896135-08c6-4c48-b47f-77ee9ea5dd5f · outbound

This paper cites an unresolved cited work.

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Reference 111

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ba22f6-7ba8-48ba-9a3b-2cc2d768f991 · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Reeves, Jaromir Savelka, David H

Reference 112

Resolution: verified exact; doi, observed 2026-08-11T12:00:06.878004Z

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Observation b83fc88a-fd28-4c40-af9b-585297551ad5 · outbound

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Reference 113

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Observation f78c2e29-7eac-42dc-b936-422f674ad338 · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Navigating Compiler Errors with AI Assistance -- A Study of GPT Hints in an Introductory Programming Course

Reference 114

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Observation c8fe78b7-0200-47dd-9fa0-43746a190f07 · outbound

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Reference 115

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a9cd0c7-c72a-4189-bcf0-1449b78f2449 · outbound

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Reference 116

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Unavailable: canonical work link unavailable.

Observation 706b4788-089e-4441-ae6d-79997721ce23 · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Sustainability 16, 7 (2024), 3034

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.413365Z

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Unavailable: canonical work link unavailable.

Observation 6aa3aec0-d6de-48d2-92d8-b4396a2484b2 · outbound

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Reference 118

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Observation 73ac43af-24ed-4cb1-9a18-e5c08f288d11 · outbound

This paper cites Becker, Arto Hellas, Bailey Kimmel, Garrett Powell, and Juho Leinonen.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Becker, Arto Hellas, Bailey Kimmel, Garrett Powell, and Juho Leinonen

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.470981Z

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Unavailable: canonical work link unavailable.

Observation e9666b2b-46a9-4239-92c0-edbc1fe77165 · outbound

This paper cites In Proceedings of the ACM Conference on Global Computing Education Vol 1 (Hyderabad, India) (CompEd 2023).

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools In Proceedings of the ACM Conference on Global Computing Education Vol 1 (Hyderabad, India) (CompEd 2023)

Reference 120

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Unavailable: canonical work link unavailable.

Observation 67a1db5c-773e-48db-8823-aac35d53bc15 · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton- Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N

Reference 121

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Unavailable: canonical work link unavailable.

Observation 1011abb4-fff2-49f3-8a89-cb623db1ec44 · outbound

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Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.485432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b171eae9-c289-4d45-a3ad-1bcc00628b78 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 123

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.441695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b0f153-4a00-4d1f-b928-2aad310a4fdf · outbound

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Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools It’s Weird That it Knows What I Want

Reference 124

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Unavailable: canonical work link unavailable.

Observation b1c56dcd-d848-4381-bc3a-17dadef9f7dd · outbound

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Reference 125

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Observation fc95fa2f-1aec-41e8-bbf2-a9618cd2cebd · outbound

This paper cites an unresolved cited work.

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools Unresolved cited work

Reference 126

Resolution: unresolved; no resolver link, observed 2026-08-11T12:00:06.504772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7245d7b7-93d5-437f-9f66-8e0ce3e59c1f · inbound

SPIRAL integration of generative AI in an undergraduate creative media course: effects on self-efficacy and career outcome expectations cites this paper.

SPIRAL integration of generative AI in an undergraduate creative media course: effects on self-efficacy and career outcome expectations Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T14:28:10.225817Z

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Unavailable: canonical work link unavailable.

Observation e2eaa0e7-34b8-4071-9579-7cf378b1aa66 · inbound

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications cites this paper.

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

Reference 221

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Unavailable: canonical work link unavailable.

Observation e61b6241-01eb-4d20-8075-80cca999a42f · inbound

Auto-grader Feedback Utilization and Its Impacts: An Observational Study Across Five Community Colleges cites this paper.

Auto-grader Feedback Utilization and Its Impacts: An Observational Study Across Five Community Colleges Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

Reference 19

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