Paper Citation Record · LEDGER

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course

As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.09938.

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

pith.paper-citation-record.v1
2607.09938 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T14:28:29.626547Z

measured 39 of 39 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact8
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier5
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 851ebfe1-2639-4405-8cb9-f8bb3eaec44f · outbound

This paper cites Adiguzel, M.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Adiguzel, M

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22e8020b-18ab-45f7-9b75-37d641f63b2e · outbound

This paper cites Agarwal, M.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Agarwal, M

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526b0a91-f963-4adf-a9eb-728dd2f1a194 · outbound

This paper cites Understanding Why ChatGPT Outperforms Humans in Visualization Design Advice.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Understanding Why ChatGPT Outperforms Humans in Visualization Design Advice

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c494fb1-2e09-4871-a085-c7b1e7f098ca · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 886525c7-bc0b-4230-ad27-581449040cf1 · outbound

This paper cites Ashkinaze, J.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Ashkinaze, J

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 791e49d0-351f-4760-b48e-f891703f56af · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69dc6ef2-02bc-45a1-95e8-e394eb2ffaaf · outbound

This paper cites Challenges and Opportunities in Data Visualization Education: A Call to Action.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Challenges and Opportunities in Data Visualization Education: A Call to Action

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-07-14T14:30:37.520565Z

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.

Observation 8186962f-d277-459a-96a4-10332683f8f5 · outbound

This paper cites Bower, J.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Bower, J

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d8d6f5-d211-45b1-875a-1b7374d8f63d · outbound

This paper cites Dear Diary: A randomized controlled trial of Generative AI coding tools in the workplace.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Dear Diary: A randomized controlled trial of Generative AI coding tools in the workplace

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-14T14:30:37.534655Z

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.

Observation 40bc5e34-d928-4c24-88f0-dece912848df · outbound

This paper cites Understanding Design Fixation in Generative AI.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Understanding Design Fixation in Generative AI

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 921bfd13-2d9b-426c-87db-074c9edf6a20 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-07-14T14:30:37.525804Z

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.

Observation 5cc3d2e1-19ba-41d9-9d9d-0d45e81a1c09 · outbound

This paper cites Cheng, J.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Cheng, J

Reference 12

Resolution: verified exact; doi, observed 2026-07-14T14:30:37.523506Z

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.

Observation b0715249-61c7-48f8-9948-453640c340cf · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8beb6228-7811-4dd1-813b-edea2ec829a5 · outbound

This paper cites On Perception of Prevalence of Cheating and Usage of Generative AI.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course On Perception of Prevalence of Cheating and Usage of Generative AI

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-14T14:30:37.480705Z

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.

Observation 11492a74-6fa8-478c-8a79-e4a7202c5462 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f89b0b5-927f-4afc-b7f1-4dade9aee2a0 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c527674b-9083-49c4-b739-b7b163f517cd · outbound

This paper cites Inoshita, M.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Inoshita, M

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace1ab67-d551-48f6-857c-4ed4438a1dd1 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9081d24e-fbe5-4e38-8440-9f524172a4e3 · outbound

This paper cites Kazemitabaar, R.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Kazemitabaar, R

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda55e2f-2f79-4955-b12b-5a99f57e6acf · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f277d5e2-3a25-40cc-839b-c06d359baf6c · outbound

This paper cites Will I be replaced?.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Will I be replaced?

Reference 21

Resolution: malformed identifier; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d5afec-6fd6-4d1b-97d0-cbc321a059bc · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1cb74bf-0c9b-4f2c-b703-aa3b975f09e8 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f681998f-7dd6-4f7f-bbd8-2db8d17dea7a · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ef008b5-99b4-41d5-8967-cca69c5a0381 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-07-14T14:30:37.480381Z

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.

Observation 883efe03-26e6-46f6-8e00-aca517faf6d9 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe9e9126-911a-4f74-bc74-ddb4b7350ad8 · outbound

This paper cites Understanding the Practices, Perceptions, and (Dis)Trust of Generative AI among Instructors: A Mixed-methods Study in the U.S. Higher Education.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Understanding the Practices, Perceptions, and (Dis)Trust of Generative AI among Instructors: A Mixed-methods Study in the U.S. Higher Education

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-14T14:30:37.492038Z

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.

Observation 62353a1f-207e-4a8a-bed8-92d2c139be70 · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-07-14T14:30:37.528074Z

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.

Observation 38c436ec-6168-4d15-953f-d174805866cc · outbound

This paper cites Mozannar, G.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Mozannar, G

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 175916f3-758a-4b7c-84af-a4a4e1ebe56e · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de1bf17-ac41-4e04-ba91-144341aedf2f · outbound

This paper cites an unresolved cited work.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c079fc-afa7-49a3-a494-83be37cdedaa · outbound

This paper cites Paradis, K.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Paradis, K

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb1553bc-f0f1-4879-80b3-664b3e304fbc · outbound

This paper cites The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef20831-70b1-43de-921f-b386742a07ff · outbound

This paper cites From Data to Insight: Using Contextual Scenarios to Teach Critical Thinking in Data Visualisation.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course From Data to Insight: Using Contextual Scenarios to Teach Critical Thinking in Data Visualisation

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-14T14:30:37.553663Z

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.

Observation 25794de9-1af9-4956-ad22-51e24b91c25b · outbound

This paper cites Sapkota, K.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Sapkota, K

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25a5ab65-83b0-4e98-badc-5fb0142878ee · outbound

This paper cites Sarkar and I.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Sarkar and I

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60015074-21a0-4e0b-9338-e771ce73429d · outbound

This paper cites Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciences.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciences

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dbba4ab-6394-46b8-ab98-ef1c15544379 · outbound

This paper cites Talk is cheap. Show me the code.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Talk is cheap. Show me the code

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e8ed6c1-92ee-41a7-a466-d5536e0fda5b · outbound

This paper cites Wright, S.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Wright, S

Reference 39

Resolution: malformed identifier; no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.