Paper Citation Record · LEDGER

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach

As of 19 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2504.18603.

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

pith.paper-citation-record.v1
2504.18603 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:32:30.608610Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

33 of 33 outbound references displayed

verified exact1
verified fuzzy23
unresolved8
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 328a8275-2ff5-4df7-836a-04806d962f2c · outbound

This paper cites Assessing the needs of the quantum industry,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Assessing the needs of the quantum industry,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.542356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b6f08c8a-ea2b-49b7-b078-e6d3471ec0d7 · outbound

This paper cites Today’s interdisciplinary quantum information classroom: Themes from a survey of quantum information science instructors,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Today’s interdisciplinary quantum information classroom: Themes from a survey of quantum information science instructors,

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T10:32:31.508846Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef9afaad-680f-431c-a813-aadff655fec1 · outbound

This paper cites The promise and challenges of generative ai in education,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach The promise and challenges of generative ai in education,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.478465Z

Source-reported events for the cited work

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Observation f2775fff-f1d0-475c-816f-284e061e42a9 · outbound

This paper cites The challenge and opportunities of quantum literacy for future education and transdisciplinary problem-solving,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach The challenge and opportunities of quantum literacy for future education and transdisciplinary problem-solving,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.453648Z

Source-reported events for the cited work

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Observation 6ae59fb3-4037-4b78-924b-8704404496c9 · outbound

This paper cites Developing a framework for personalized video-based quantum information science education,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Developing a framework for personalized video-based quantum information science education,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.429033Z

Source-reported events for the cited work

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Observation 4c12cf73-0290-413b-846b-f18b4ed6a70a · outbound

This paper cites Generative ai can harm learning,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Generative ai can harm learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.405372Z

Source-reported events for the cited work

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Observation 61bdfac7-8e9d-423c-aadf-f5c2dd3dde35 · outbound

This paper cites an unresolved cited work.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:30.406113Z

Source-reported events for the cited work

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Observation 0ca3e63f-c8c6-4cbe-bf04-04fdb6310690 · outbound

This paper cites Teaching quantum computing through a practical software-driven approach: Experience report,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Teaching quantum computing through a practical software-driven approach: Experience report,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.373682Z

Source-reported events for the cited work

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Observation f5569736-a8d1-42ad-98e2-ddd2b90ed63e · outbound

This paper cites The quantum katas: Learning quantum com- puting using programming exercises,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach The quantum katas: Learning quantum com- puting using programming exercises,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.352880Z

Source-reported events for the cited work

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Observation d2aab681-3f5a-4d95-a037-4954b85d6da4 · outbound

This paper cites A path towards autonomous machine intelligence version 0.9. 2, 2022-06-27,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach A path towards autonomous machine intelligence version 0.9. 2, 2022-06-27,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.321422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77e69ba9-c929-412f-b9ff-98453c0df1cb · outbound

This paper cites LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System

Reference 11

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Source-reported events for the cited work

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Observation a41bcb1c-12da-4851-bd62-c44211c712a6 · outbound

This paper cites Introductory quantum information science coursework at us institutions: content coverage,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Introductory quantum information science coursework at us institutions: content coverage,

Reference 12

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Source-reported events for the cited work

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Observation 7a7883ed-4d4a-498f-91d5-a39e74661be4 · outbound

This paper cites Skills required for quantum com- puting: A comprehensive review of recent studies,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Skills required for quantum com- puting: A comprehensive review of recent studies,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.298879Z

Source-reported events for the cited work

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Observation c05b9499-2ce3-4583-848b-b8165ad12a7b · outbound

This paper cites The challenge and opportunities of quantum literacy for future education and transdisciplinary problem-solving,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach The challenge and opportunities of quantum literacy for future education and transdisciplinary problem-solving,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.280132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cce6a3da-2981-43ef-acaf-ecab79c61c2f · outbound

This paper cites Making the quantum world accessible to young learners through Quantum Picturalism: An experimental study.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Making the quantum world accessible to young learners through Quantum Picturalism: An experimental study

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:30.465882Z

Source-reported events for the cited work

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Observation 1cfa0f7b-bfa4-4e9f-ae8d-abb76fb36e7a · outbound

This paper cites Building a quantum engineering undergraduate program,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Building a quantum engineering undergraduate program,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.260629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 389e7304-2113-47ec-ab2c-513181639f75 · outbound

This paper cites Teaching plan generation and evaluation with gpt-4: Unleashing the potential of llm in instructional design,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Teaching plan generation and evaluation with gpt-4: Unleashing the potential of llm in instructional design,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.242631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b82996c-deb3-444e-9f35-81bbdf37b35b · outbound

This paper cites The robots are here: Navigating the generative ai revolu- tion in computing education,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach The robots are here: Navigating the generative ai revolu- tion in computing education,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.220446Z

Source-reported events for the cited work

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Observation 5bf79eb2-758a-4b37-9104-e54ad48cbd58 · outbound

This paper cites The effects of over-reliance on ai dialogue systems on students’ cognitive abilities: a systematic review. smart learn. environ. 11, 28 (2024).

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach The effects of over-reliance on ai dialogue systems on students’ cognitive abilities: a systematic review. smart learn. environ. 11, 28 (2024)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.199730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 29862912-e661-42ae-a56c-0330e09b18c7 · outbound

This paper cites A survey of knowledge graph approaches and applications in education,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach A survey of knowledge graph approaches and applications in education,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.179450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a2fa010e-8e3d-4b45-87fe-94b62f7fdeb7 · outbound

This paper cites An ecosystem for personal knowledge graphs: A survey and research roadmap,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach An ecosystem for personal knowledge graphs: A survey and research roadmap,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.159967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a434ed6f-ad96-4958-8dbd-ffa29b940d6e · outbound

This paper cites Learner modeling and recommen- dation of learning resources using personal knowledge graphs,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Learner modeling and recommen- dation of learning resources using personal knowledge graphs,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.137806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4547f07b-036a-4518-a1d5-3e668166105f · outbound

This paper cites Education in the era of neurosymbolic ai,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Education in the era of neurosymbolic ai,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.114723Z

Source-reported events for the cited work

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Observation 6b5ae24a-ae2f-4810-a6ea-bafe1f44ef36 · outbound

This paper cites Llm agents for education: Advances and applications,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Llm agents for education: Advances and applications,

Reference 24

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Source-reported events for the cited work

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Observation 7462abf7-9fb2-4c9c-968c-5992c9e26ea0 · outbound

This paper cites SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:30.553938Z

Source-reported events for the cited work

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Observation e36426ec-a8c8-4dc7-88ca-b1a75d2e35f0 · outbound

This paper cites Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance

Reference 26

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Observation abe4c4b4-73c0-4ef5-9dc5-38d4507c9564 · outbound

This paper cites Tutorly: Turning Programming Videos Into Apprenticeship Learning Environments with LLMs.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Tutorly: Turning Programming Videos Into Apprenticeship Learning Environments with LLMs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:30.566059Z

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Observation 5e00589e-766d-4638-8c29-8805282c8020 · outbound

This paper cites Collecting and making sense of video learning analytics,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Collecting and making sense of video learning analytics,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.092910Z

Source-reported events for the cited work

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Observation 0b2de669-aa35-45e5-bbcd-656870b3aa06 · outbound

This paper cites Making sense of video analytics: Lessons learned from clickstream interactions, attitudes, and learning outcome in a video-assisted course,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Making sense of video analytics: Lessons learned from clickstream interactions, attitudes, and learning outcome in a video-assisted course,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.068375Z

Source-reported events for the cited work

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Observation 8d6cd91e-d862-418c-a15e-3786d47325c2 · outbound

This paper cites Learnersourcing: improving learning with collec- tive learner activity,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Learnersourcing: improving learning with collec- tive learner activity,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.047353Z

Source-reported events for the cited work

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Observation 3cd5aa4c-b487-4933-9847-3a8c57146189 · outbound

This paper cites Reviewing the flipped classroom research: reflections for computer science education,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Reviewing the flipped classroom research: reflections for computer science education,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:31.016325Z

Source-reported events for the cited work

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Observation 047dfe1b-fee8-48e3-9267-31b7264d2655 · outbound

This paper cites Quantum query algorithms — understanding quantum information & computation - lesson 05,.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach Quantum query algorithms — understanding quantum information & computation - lesson 05,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:32:30.987464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3638b4ce-9bf4-4fa5-967d-edb6f190be7d · outbound

This paper cites EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants.

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T10:32:30.608610Z

Source-reported events for the cited work

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Pith citing papers

No inbound Pith citation observations are available.