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Paper Citation Record · LEDGER

Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2409.19182.

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

pith.paper-citation-record.v1
2409.19182 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:00:08.616071Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T20:46:10.937096Z

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 8a688c2c-6518-4349-bbd0-1a25d104d576 · inbound

Autonomous Legacy Web Application Upgrades Using a Multi-Agent System cites this paper.

Autonomous Legacy Web Application Upgrades Using a Multi-Agent System Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-09T21:00:08.616071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T21:00:08.616071Z digest=sha256:5a5e3566bcf54a043f089e34d6f8472751163f500f8a73b64694315eb3ec5702

Observation 70ee7e65-6edd-4604-a2e7-f202b4d97c3c · inbound

Securing LLM-Generated Embedded Firmware through AI Agent-Driven Validation and Patching cites this paper.

Securing LLM-Generated Embedded Firmware through AI Agent-Driven Validation and Patching Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T18:25:56.235281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T18:25:56.235281Z digest=sha256:c863d61c68e75fd0cca0ccb7efc1a82f8b3b69e235aa8930ea64fc0c67ade205

Observation b671582f-9350-4bd3-be91-581850d90bf2 · inbound

Can LLMs be Effective Code Contributors? A Study on Open-source Projects cites this paper.

Can LLMs be Effective Code Contributors? A Study on Open-source Projects Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:46:10.940523Z

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.

source=pdf_text observed=2026-05-08T08:09:33.211692Z digest=sha256:921c4bf96ac9535981beff51c086b1a82bff6ef23b6b1835de021aa1722c8098

Observation b19138c0-5be9-470c-8cef-49057a3a8299 · inbound

Accountable Agents in Software Engineering: An Analysis of Terms of Service and a Research Roadmap cites this paper.

Accountable Agents in Software Engineering: An Analysis of Terms of Service and a Research Roadmap Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Reference 11

Resolution
malformed identifier
arxiv_id, observed 2026-05-09T06:45:44.361762Z

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.

source=pdf_text observed=2026-05-08T18:07:28.411685Z digest=sha256:bc04660694a8dba244a9d1c831b0bffe9dfba0ae3ff7bb98c03f4baf82d7580d

Observation 67515f82-9ab3-45cf-a251-394d7b86c331 · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:26:04.661650Z

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.

source=pdf_text observed=2026-05-08T17:37:51.790000Z digest=sha256:c103dd6f681b58a2543b0845491a8e0482bac7577e9520eb2838e32396e0ad70