Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 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 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:46:57.907765Z

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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

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 2026-08-08T06:32:00.761636+00:00.

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 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 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 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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.