Paper Citation Record · LEDGER

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms

As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2607.26083.

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

pith.paper-citation-record.v1
2607.26083 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T11:33:02.799819Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0266842-3cbd-4a12-9ae3-2b36c7a77fac · outbound

This paper cites Ai agentic programming: A survey of techniques, challenges, and opportunities,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Ai agentic programming: A survey of techniques, challenges, and opportunities,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.316817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a946e5-6785-4226-a3a6-506feb173813 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Evaluating Large Language Models Trained on Code

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.511508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5bbe0b-085e-4902-a926-df5b41b54f27 · outbound

This paper cites Program Synthesis with Large Language Models.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Program Synthesis with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.623944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb6613a4-338d-4d19-b260-3ff0e8859263 · outbound

This paper cites DS-1000: A natural and reliable benchmark for data science code generation,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms DS-1000: A natural and reliable benchmark for data science code generation,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.704400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4786bf19-892b-45d0-b334-a5e2fed132a3 · outbound

This paper cites Multipl-e: A scalable and polyglot approach to benchmarking neural code generation,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Multipl-e: A scalable and polyglot approach to benchmarking neural code generation,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.796396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a5c60b8-a31b-45ea-a20e-e9ae1553e651 · outbound

This paper cites A Survey on Code Generation with LLM-based Agents.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms A Survey on Code Generation with LLM-based Agents

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.844872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02bfa65b-3558-4bf0-a070-68280ccb00e0 · outbound

This paper cites How efficient is llm-generated code? a rigorous & high-standard benchmark,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms How efficient is llm-generated code? a rigorous & high-standard benchmark,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.910677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09ee3ab7-02e7-4bde-9ebb-6ffbc784b800 · outbound

This paper cites Lm4hpc: Towards effective language model appli- cation in high-performance computing,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Lm4hpc: Towards effective language model appli- cation in high-performance computing,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.967144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5bee89a-30f2-475d-b7e4-25341ed3fc85 · outbound

This paper cites Scope is all you need: Transforming LLMs for HPC Code.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Scope is all you need: Transforming LLMs for HPC Code

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.031055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab7303f-77a6-4ca8-8417-3480d7255519 · outbound

This paper cites HPC-Coder: Modeling Parallel Programs using Large Language Models.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms HPC-Coder: Modeling Parallel Programs using Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.120179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47243d9f-5c08-4eb2-81c0-5325847bde86 · outbound

This paper cites Ompgpt: A generative pre-trained transformer model for openmp,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Ompgpt: A generative pre-trained transformer model for openmp,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.198032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ff618e3-b0f5-45e6-b2b1-516181de7d6b · outbound

This paper cites Can large language models write parallel code?.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Can large language models write parallel code?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.288985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4119220-29b2-41bf-bdf3-682f4ff5514f · outbound

This paper cites Pcebench: A multi-dimensional benchmark for evaluating large language models in parallel code generation,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Pcebench: A multi-dimensional benchmark for evaluating large language models in parallel code generation,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.389145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e4bcb40-56ac-48e1-963d-1175a6dca1f6 · outbound

This paper cites Llm & hpc: Benchmarking deepseek’s performance in high-performance computing tasks,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Llm & hpc: Benchmarking deepseek’s performance in high-performance computing tasks,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.517821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb1689b-256d-4679-afaf-fbb5394ce897 · outbound

This paper cites Using chatgpt for converting sequential python programs into parallel code,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Using chatgpt for converting sequential python programs into parallel code,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.618110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 288798ed-5cb0-4f89-9ddb-56f16fa76471 · outbound

This paper cites Kernelbench: Can llms write efficient gpu kernels?.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Kernelbench: Can llms write efficient gpu kernels?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.706349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb8d5f3-3f40-43f0-ab46-2ba2d9abfea9 · outbound

This paper cites Fine-tuning gpt-5 for gpu kernel generation,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Fine-tuning gpt-5 for gpu kernel generation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.870813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251155f8-5976-4437-94a8-877fccd3444d · outbound

This paper cites Peak: A performance engineering ai-assistant for gpu kernels powered by natural language transformations,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Peak: A performance engineering ai-assistant for gpu kernels powered by natural language transformations,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.939417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f7100d-ef4d-4056-9eb2-cd6e6fc1b5c7 · outbound

This paper cites KernelBench: Can LLMs Write Efficient GPU Kernels?.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms KernelBench: Can LLMs Write Efficient GPU Kernels?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.770814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a12b27ee-1fdc-42dc-8a23-e0c37cb0f012 · outbound

This paper cites Kernelfoundry: Hardware-aware evolutionary gpu kernel optimization,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Kernelfoundry: Hardware-aware evolutionary gpu kernel optimization,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.069060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eee525e-1711-4454-a2aa-e11428075fab · outbound

This paper cites Comparing llama-2 and gpt-3 llms for hpc kernels generation,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Comparing llama-2 and gpt-3 llms for hpc kernels generation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.187784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e41b4414-79c7-4edc-a541-bdbbb3a3475a · outbound

This paper cites Autokernel: Autonomous gpu kernel optimization via iterative agent-driven search,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Autokernel: Autonomous gpu kernel optimization via iterative agent-driven search,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.025567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1f0be1-2509-4cfe-8273-acfce8b8466f · outbound

This paper cites HintPilot: LLM-based Compiler Hint Synthesis for Code Optimization.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms HintPilot: LLM-based Compiler Hint Synthesis for Code Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.347851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f41fc838-bdec-41f6-8a0e-67b7cd724500 · outbound

This paper cites Should ai optimize your code? a comparative study of current large language models versus classical optimizing compilers.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Should ai optimize your code? a comparative study of current large language models versus classical optimizing compilers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.418219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9376630-4ec0-40ae-8966-6b28092f0458 · outbound

This paper cites Performance-aligned llms for generating fast hpc code,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Performance-aligned llms for generating fast hpc code,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.246772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df3d686-da5c-4770-9566-5d3dd1ba6d32 · outbound

This paper cites Evaluating ai-generated code for c++, fortran, go, java, julia, matlab, python, r, and rust,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Evaluating ai-generated code for c++, fortran, go, java, julia, matlab, python, r, and rust,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.543023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1798f1c-6a9c-46e4-ae61-0caf53b29e1a · outbound

This paper cites The CLRS-Text Algorithmic Reasoning Language Benchmark.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms The CLRS-Text Algorithmic Reasoning Language Benchmark

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.603897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62387a01-e9cc-4112-9936-2d8083e80819 · outbound

This paper cites Do Large Language Models Understand Performance Optimization?.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Do Large Language Models Understand Performance Optimization?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.450913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27031af7-547f-4081-a226-602584a6d707 · outbound

This paper cites LASSI: An LLM-based automated self-correcting pipeline for translating parallel scientific codes.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms LASSI: An LLM-based automated self-correcting pipeline for translating parallel scientific codes

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.748058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed31d419-8e1e-4b2a-abd7-c52f4fe129f7 · outbound

This paper cites Parallel code generation with large language model,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Parallel code generation with large language model,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.799819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aba133a-9669-4b18-8ef1-6913262e4d0a · outbound

This paper cites Cursor: The AI code editor,.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Cursor: The AI code editor,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:02.654623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee64eae-394e-4d51-8c1d-a886880ee99c · outbound

This paper cites Can Large Language Models Write Parallel Code?.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Can Large Language Models Write Parallel Code?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:01.314848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5904d1-881c-4cb4-b0e2-1835ec3192b7 · outbound

This paper cites Available: https://arxiv.org/abs/2508.11126.

Cross-Model Cross-Language AI Coding Agent Performance: Accuracy and Speed of Parallel CLRS Algorithms Available: https://arxiv.org/abs/2508.11126

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-30T11:33:00.409266Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.