Pith. sign in

Paper Citation Record · LEDGER

When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.15030.

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

pith.paper-citation-record.v1
2412.15030 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T06:02:23.896682Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 7d475de9-efbe-48c0-92c4-3b8bfe544299 · inbound

Programmers Are Poor and Overconfident Judges of LLM-Generated Assertions cites this paper.

Programmers Are Poor and Overconfident Judges of LLM-Generated Assertions When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution

Reference 64

Resolution
unresolved
no resolver link, observed 2026-07-13T06:02:23.896682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T06:02:23.896682Z digest=sha256:65f96638532acba8abcdbcd105e4cdb5e2020ca5e5113c58985299d6788398c5

Observation d13adad7-7715-4ce6-9072-a11488c74d4d · inbound

How Do Software Professionals Evaluate AI-Generated Code? (Registered Report) cites this paper.

How Do Software Professionals Evaluate AI-Generated Code? (Registered Report) When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-13T03:02:01.360870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T03:02:01.360870Z digest=sha256:7f5fbb7bacdb46fcc414e802e77a9671f1b6fca338d756a82b3286dceddf75e2