Paper Citation Record · LEDGER

Is ChatGPT the Ultimate Programming Assistant -- How far is it?

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2304.11938.

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

pith.paper-citation-record.v1
2304.11938 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:20:36.470376Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:19:47.564058Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ca2668ad-de30-47f3-ab91-69edf3471cdb · inbound

Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs cites this paper.

Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-24T08:14:10.447362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 84bc5814-b5b9-43f9-ba68-b915254a2c5e · inbound

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks cites this paper.

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:03:24.548301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6e630a96-ab27-4318-910b-13feee86d6cd · inbound

CHAI for LLMs: Improving Code-Mixed Translation in Large Language Models through Reinforcement Learning with AI Feedback cites this paper.

CHAI for LLMs: Improving Code-Mixed Translation in Large Language Models through Reinforcement Learning with AI Feedback Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T21:10:44.189437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858e30a7-bd71-4a95-bf77-5468cac8a407 · inbound

"Should I Give Up Now?" Investigating LLM Pitfalls in Software Engineering cites this paper.

"Should I Give Up Now?" Investigating LLM Pitfalls in Software Engineering Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T17:33:16.036156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56fa8710-ddc3-452c-ac46-b3e4666bf0df · inbound

A Framework for Using LLMs for Repository Mining Studies in Empirical Software Engineering cites this paper.

A Framework for Using LLMs for Repository Mining Studies in Empirical Software Engineering Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T20:08:36.174845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a1485a4-c8cc-47a0-a68f-b72fec148fe1 · inbound

Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering cites this paper.

Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T14:18:31.254573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26959de4-1314-4edf-95af-4cd5fa7d1412 · inbound

CallNavi, A Challenge and Empirical Study on LLM Function Calling and Routing cites this paper.

CallNavi, A Challenge and Empirical Study on LLM Function Calling and Routing Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T21:18:05.229989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a557e782-0a01-44bc-8660-9ac4ec048cb8 · inbound

Assessing Large Language Models in Comprehending and Verifying Concurrent Programs across Memory Models cites this paper.

Assessing Large Language Models in Comprehending and Verifying Concurrent Programs across Memory Models Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-10T15:19:35.893597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0ce882-7316-4ad2-896d-a3ae6bff0e89 · inbound

Resource-Efficient & Effective Code Summarization cites this paper.

Resource-Efficient & Effective Code Summarization Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T04:23:34.225678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdacf78a-0094-465f-9c4c-2219f69424fc · inbound

MoGraphGPT: Creating Interactive Scenes Using Modular LLM and Graphical Control cites this paper.

MoGraphGPT: Creating Interactive Scenes Using Modular LLM and Graphical Control Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T20:46:57.907765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34031b3f-7995-4df8-b98d-94bcf34e598e · inbound

Inducing Vulnerable Code Generation in LLM Coding Assistants cites this paper.

Inducing Vulnerable Code Generation in LLM Coding Assistants Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T11:20:36.470376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02ee8a02-b541-4587-9d5f-313e09107d25 · inbound

Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs cites this paper.

Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:33:21.669261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b62951e7-98e5-42b9-b8e2-262261f52fbe · inbound

Lossless Token Sequence Compression via Meta-Tokens cites this paper.

Lossless Token Sequence Compression via Meta-Tokens Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:29.237283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80f66aa7-d158-4b0a-91a1-bb5850f13a23 · inbound

The Impact of AI-Generated Solutions on Software Architecture and Productivity: Results from a Survey Study cites this paper.

The Impact of AI-Generated Solutions on Software Architecture and Productivity: Results from a Survey Study Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:03:49.647225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de1dadc-1d29-4707-b8bc-e868a094913c · inbound

On the Effectiveness of LLM-as-a-judge for Code Generation and Summarization cites this paper.

On the Effectiveness of LLM-as-a-judge for Code Generation and Summarization Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:24.734481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9019451f-1135-47d6-b5f7-81d3f67721a8 · inbound

ReCatcher: Towards LLMs Regression Testing for Code Generation cites this paper.

ReCatcher: Towards LLMs Regression Testing for Code Generation Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T17:57:05.945285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f80923-1318-427e-b9c9-c43ebc6b3aec · inbound

AI-Assisted Modeling: DSL-Driven AI Interactions cites this paper.

AI-Assisted Modeling: DSL-Driven AI Interactions Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T05:35:06.920972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd2bc88-95f7-4a24-928c-f98710d6afa7 · inbound

When the Code Autopilot Breaks: Why LLMs Falter in Embedded Machine Learning cites this paper.

When the Code Autopilot Breaks: Why LLMs Falter in Embedded Machine Learning Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T17:23:21.574210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a0d777-4182-4d95-a484-55f776e92e87 · inbound

From Rookie to Expert: Manipulating LLMs for Automated Vulnerability Exploitation in Enterprise Software cites this paper.

From Rookie to Expert: Manipulating LLMs for Automated Vulnerability Exploitation in Enterprise Software Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-16T20:03:22.190341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a09cc9ff-911d-4df1-9157-f3de537f975a · inbound

Beyond Functional Correctness: Design Issues in AI IDE-Generated Large-Scale Projects cites this paper.

Beyond Functional Correctness: Design Issues in AI IDE-Generated Large-Scale Projects Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:35:50.109364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a204b578-8369-4121-91d1-1edd4002e7dc · inbound

Identifying and Characterizing Semantic Clones of Solidity Functions cites this paper.

Identifying and Characterizing Semantic Clones of Solidity Functions Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:21:25.815413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5553b8df-5e04-49bf-94f8-c265b8b4804d · inbound

Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs cites this paper.

Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T23:17:29.711267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8dc9e2d6-3b55-48bc-b645-cce43a05cb90 · inbound

LLM-Driven Heuristic Frame-Level Quantization Parameter Adaptation for VVenC cites this paper.

LLM-Driven Heuristic Frame-Level Quantization Parameter Adaptation for VVenC Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T05:59:37.599678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e4bb150-aba1-462d-9078-44b0586b215c · inbound

AI-Assisted Help-Seeking Trajectories in Programming Education from an SRL-Informed Perspective cites this paper.

AI-Assisted Help-Seeking Trajectories in Programming Education from an SRL-Informed Perspective Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:19:47.565420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43b2dc49-347b-46f5-8f2a-c13786183d15 · inbound

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints cites this paper.

AgenTag: Attribution of AI Coding Agents from Behavioral Fingerprints Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T00:39:37.052179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b91798b6-6fde-41dd-ba4b-643d05268ae2 · inbound

Can LLMs Test Terminal User Interfaces? cites this paper.

Can LLMs Test Terminal User Interfaces? Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T13:45:13.517466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8876ba88-07b7-4f49-9e1b-ad342edaa82e · inbound

AdaptAgent: A Multi-agent, Domain-Guided Reasoning Framework for Code Adaptation cites this paper.

AdaptAgent: A Multi-agent, Domain-Guided Reasoning Framework for Code Adaptation Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T23:51:01.136017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.