Paper Citation Record · LEDGER

How is Google using AI for internal code migrations?

As of 12 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 3 inbound Pith citation observations for arXiv:2501.06972.

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

pith.paper-citation-record.v1
2501.06972 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:52:13.308617Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T16:24:25.357338Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy14
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 26e0ae85-e8ba-42df-8601-1926bfa38206 · outbound

This paper cites an unresolved cited work.

How is Google using AI for internal code migrations? Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:52:13.912596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 536c56a3-b027-445b-af2d-bcb4175f2786 · outbound

This paper cites CodePlan: Repository-level Coding using LLMs and Planning.

How is Google using AI for internal code migrations? CodePlan: Repository-level Coding using LLMs and Planning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.902128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9237670b-bd03-4bb6-ba6c-e21244b9b780 · outbound

This paper cites AI in software engineering at Google: Progress and the path ahead.

How is Google using AI for internal code migrations? AI in software engineering at Google: Progress and the path ahead

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.890855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 31813ee0-23c6-4584-9f51-873f0250c4b3 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

How is Google using AI for internal code migrations? Evaluating Large Language Models Trained on Code

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.209248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36105963-ce1e-428e-96c7-f543710c4c9b · outbound

This paper cites URL: https://clang.llvm.org/ docs/RefactoringEngine.html.

How is Google using AI for internal code migrations? URL: https://clang.llvm.org/ docs/RefactoringEngine.html

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.870270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3b2eb72b-1ae3-4fa1-a748-e28b519c4fc6 · outbound

This paper cites an unresolved cited work.

How is Google using AI for internal code migrations? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:52:13.860975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 563ce36c-2f25-4d92-8c48-eafdbfd52123 · outbound

This paper cites Multi-line AI-assisted Code Authoring.

How is Google using AI for internal code migrations? Multi-line AI-assisted Code Authoring

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.221019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c4487f8-fe80-4ff3-a7ae-6b05131268c1 · outbound

This paper cites Towards Translating Real- World Code with LLMs: A Study of Translating to Rust.

How is Google using AI for internal code migrations? Towards Translating Real- World Code with LLMs: A Study of Translating to Rust

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.850413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 341f1844-c8c5-4a41-bb86-57b1527d6d3b · outbound

This paper cites Smart Paste for context-aware adjustments to pasted code.

How is Google using AI for internal code migrations? Smart Paste for context-aware adjustments to pasted code

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.839096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dbf8f508-e201-4bcf-b030-25a0166fb378 · outbound

This paper cites Towards Translating Real-World Code with LLMs: A Study of Translating to Rust.

How is Google using AI for internal code migrations? Towards Translating Real-World Code with LLMs: A Study of Translating to Rust

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.229204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47a71284-843a-43ef-baa2-d56d4244dc8b · outbound

This paper cites Resolving Code Re- view Comments with Machine Learning.

How is Google using AI for internal code migrations? Resolving Code Re- view Comments with Machine Learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.814578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 11c633d8-2c90-4996-8df4-084a194d3977 · outbound

This paper cites Resolving code review comments with ML.

How is Google using AI for internal code migrations? Resolving code review comments with ML

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.826839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3d312aad-ad55-47a2-a5f3-36047084f28a · outbound

This paper cites an unresolved cited work.

How is Google using AI for internal code migrations? Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:52:13.792473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation df438992-7fd6-446a-b0f4-a14e33fc1b3f · outbound

This paper cites Ghallab, D.

How is Google using AI for internal code migrations? Ghallab, D

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.803147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2ab5a6f1-b2c7-40d5-b7e3-1e42c587f7c7 · outbound

This paper cites Safely repairing broken builds with ML.

How is Google using AI for internal code migrations? Safely repairing broken builds with ML

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.782797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f90243c8-30e3-45b6-9e50-83c10fcb5978 · outbound

This paper cites Self-planning Code Generation with Large Language Models.

How is Google using AI for internal code migrations? Self-planning Code Generation with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.251213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cea4d2b-34be-4eca-9ef0-9f66d14b9843 · outbound

This paper cites Large sequence models for software development activities.

How is Google using AI for internal code migrations? Large sequence models for software development activities

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.760568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 57b92f6e-c9c7-4a3d-a0e2-eddc1257bb38 · outbound

This paper cites URL: https://kythe.io/.

How is Google using AI for internal code migrations? URL: https://kythe.io/

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.772517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f2cbba20-3d9c-47ca-9bdd-cf59532e4c6b · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

How is Google using AI for internal code migrations? The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.267544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54572e3e-8742-4efe-8fa7-30a286b452db · outbound

This paper cites Accelerating code migrations with AI.

How is Google using AI for internal code migrations? Accelerating code migrations with AI

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.748864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0d3d0fb1-3d25-4dad-9818-3980075cf318 · outbound

This paper cites Refactoring Programs Using Large Language Models with Few-Shot Examples.

How is Google using AI for internal code migrations? Refactoring Programs Using Large Language Models with Few-Shot Examples

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.274239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2bbbb43-a861-4da6-91c5-fec41ab59804 · outbound

This paper cites an unresolved cited work.

How is Google using AI for internal code migrations? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:52:13.737092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e6b1cde-d700-4ee6-b49f-4ee0eacafdf3 · outbound

This paper cites ML-Enhanced Code Completion Improves Developer Productivity.

How is Google using AI for internal code migrations? ML-Enhanced Code Completion Improves Developer Productivity

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.715816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca4db8ee-ea39-4be3-8f95-0b547a5f6036 · outbound

This paper cites an unresolved cited work.

How is Google using AI for internal code migrations? Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:52:13.726255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation faafa8d5-71be-46e9-bde8-b04beb71553f · outbound

This paper cites AI-Assisted Assessment of Coding Practices in Modern Code Review.

How is Google using AI for internal code migrations? AI-Assisted Assessment of Coding Practices in Modern Code Review

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.290045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab3d24cc-0962-497b-87aa-e590b0c4a055 · outbound

This paper cites Winters, T.

How is Google using AI for internal code migrations? Winters, T

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:52:13.692129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 717bd806-776a-4460-b4ac-27b153d09480 · outbound

This paper cites Evaluating Human-AI Partnership for LLM-based Code Migration.

How is Google using AI for internal code migrations? Evaluating Human-AI Partnership for LLM-based Code Migration

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-10T20:52:13.286622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51151df-95f1-473d-a607-0183a8f5cc37 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

How is Google using AI for internal code migrations? SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.301016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15da79fe-33ca-422c-be2f-8aaa72fbf4fe · outbound

This paper cites Planning with Large Language Models for Code Generation.

How is Google using AI for internal code migrations? Planning with Large Language Models for Code Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.304745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ffeb74-1d2c-45ea-9510-b7f6dd261a7e · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

How is Google using AI for internal code migrations? Agentless: Demystifying LLM-based Software Engineering Agents

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.296914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fd5044-dc2e-4c1a-a647-aee57a890b9e · outbound

This paper cites AutoCodeRover: Autonomous Program Improvement.

How is Google using AI for internal code migrations? AutoCodeRover: Autonomous Program Improvement

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:52:13.308617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03bc2430-0f39-48dc-8be8-d1f983fde84b · outbound

This paper cites an unresolved cited work.

How is Google using AI for internal code migrations? Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:52:13.703395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8f0de421-c313-4ecc-a0a1-3eb7da6eb245 · outbound

This paper cites an unresolved cited work.

How is Google using AI for internal code migrations? Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:52:13.880682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 51116b43-1f2a-4c87-ba4d-6f38870d9bb4 · inbound

Customizing an LLM for Enterprise Software Engineering cites this paper.

Customizing an LLM for Enterprise Software Engineering How is Google using AI for internal code migrations?

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-20T16:23:35.673551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e6dd917-9de1-4bf7-a8fb-cfb224471246 · inbound

Customizing an LLM for Enterprise Software Engineering cites this paper.

Customizing an LLM for Enterprise Software Engineering How is Google using AI for internal code migrations?

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:34:05.935526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9c1fe715-c8ef-429b-a625-a7b87eae8fdd · inbound

Qiskit Code Migration with LLMs cites this paper.

Qiskit Code Migration with LLMs How is Google using AI for internal code migrations?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-26T16:29:35.750234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.