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Paper Citation Record · LEDGER

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs

As of 10 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.28573.

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

pith.paper-citation-record.v1
2607.28573 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T03:24:12.500939Z

measured 24 of 24 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 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

24 of 24 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved24
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 631cda8b-811c-4716-b140-8540180a1e51 · outbound

This paper cites Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents

Reference 3

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no resolver link, observed 2026-07-31T03:24:11.633423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:11.633423Z digest=sha256:970e277a4ac6e15b0b8512508ce7ba3e776a25ddc449516b6ed9a667be3395ba

Observation 51237f37-4feb-488b-b350-6bf621606d19 · outbound

This paper cites Qwen3-VL Technical Report.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Qwen3-VL Technical Report

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:11.681041Z digest=sha256:f2e8fa8d4f6335d9cdbe7b7ee6d8584bc2c0ee8dee6f87cab609dee6d6a21ed5

Observation 152a5033-2123-47ab-ad58-2ad87a719d3c · outbound

This paper cites Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:11.711233Z digest=sha256:b56ccc5b80e256f263f509fcfda4593cfb0762952d0a251d22e65d06e43276ef

Observation 1618cf30-eb42-4404-ae10-8479307cc12a · outbound

This paper cites Less is More: Empowering GUI Agent with Context-Aware Simplification.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Less is More: Empowering GUI Agent with Context-Aware Simplification

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:11.761285Z digest=sha256:8c6180f7dbe3672c1feb0010d96b3b7b5793ca0ba5be124f69e579c21e115617

Observation 84df4dde-ac59-4cb0-9ec1-bebfcd20f344 · outbound

This paper cites Kevin Qinghong Lin, Linjie Li, Difei Gao, Zhengyuan Yang, Shiwei Wu, Zechen Bai, Weixian Lei, Lijuan Wang, and Mike Zheng Shou.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Kevin Qinghong Lin, Linjie Li, Difei Gao, Zhengyuan Yang, Shiwei Wu, Zechen Bai, Weixian Lei, Lijuan Wang, and Mike Zheng Shou

Reference 9

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no resolver link, observed 2026-07-31T03:24:11.940649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:11.940649Z digest=sha256:085d7542258af6fb6e323f8c58bf920251ebc3f67bcb836404fbc346c17c8e0f

Observation ba010f80-452c-400c-b9ce-9af0e7cc0593 · outbound

This paper cites ShowUI: One Vision-Language-Action Model for GUI Visual Agent.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:11.977217Z digest=sha256:24bf8bf32aa4ec841ab640dba5c31af226c18cf094e318d8d20418411da9113d

Observation a9845077-d163-418e-9527-7c25c8f2cab7 · outbound

This paper cites org/abs/2510.00413.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs org/abs/2510.00413

Reference 11

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source=pdf_text observed=2026-07-31T03:24:12.014149Z digest=sha256:0002d6afac70af3b8a71f0834950cf2625790795e31f1e04ebb93fc651ee0142

Observation a04f6426-59f6-42dc-8165-4cbdaad719a6 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 12

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source=pdf_text observed=2026-07-31T03:24:12.050151Z digest=sha256:707dbfd6de3c8147998739613bf806f64b0921a8c0de33e99998e8584a5da06d

Observation fe03dd55-7808-4b56-859b-e6dcc1e483ed · outbound

This paper cites OpenAI GPT-5 System Card.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs OpenAI GPT-5 System Card

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:12.084788Z digest=sha256:1e6004aaea142c5a0a59b3d50d32b80414540b43b25fa73df11451fdb1c53eef

Observation ffe5e4a4-0d6e-4972-a393-1fc06486e1ba · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:12.125456Z digest=sha256:5699e8d8ca05c923ae553f86c717c00e8992d899469d87c79f0d33b44b353ca2

Observation 282c0865-e1a3-45c3-af0a-68610accf95d · outbound

This paper cites Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc Le, Ed Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc Le, Ed Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 15

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source=pdf_text observed=2026-07-31T03:24:12.157254Z digest=sha256:6007bc07e05fc49c15160dc1599271967ac931fad4e083a6f2f73da494e1be8d

Observation b2dcfbd7-a93c-41ae-81ec-f026aeb3b710 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 16

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no resolver link, observed 2026-07-31T03:24:12.166252Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:12.166252Z digest=sha256:0b97972fc85c4cfee1644b941bf9902dd650b988607d541259f5d9086f25b5bb

Observation 7bd805a9-52d9-4d7c-844a-aa0ace4d36b9 · outbound

This paper cites Step-level Optimization for Efficient Computer-use Agents.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Step-level Optimization for Efficient Computer-use Agents

Reference 17

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no resolver link, observed 2026-07-31T03:24:12.232577Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:12.232577Z digest=sha256:df8727b3be61cc54fc7c7ede9fbf3afb27a16d71c9baf77bebf2382940e5befa

Observation 8dd41562-0e51-4a86-a2f7-46448aef9d6b · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Reference 18

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source=pdf_text observed=2026-07-31T03:24:12.267275Z digest=sha256:080de727e6a80c2ad93b64a4cf4fb74568db0b7d2a13e69c48091f319a46036d

Observation 8b833040-3300-42f2-80c2-a53507a5a48a · outbound

This paper cites Taofeng Xue, Chong Peng, Mianqiu Huang, Linsen Guo, Tiancheng Han, Haozhe Wang, Jianing Wang, Xiaocheng Zhang, Xin Yang, Dengchang Zhao, Jinrui Ding, Xiandi Ma, 12 Preprint.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Taofeng Xue, Chong Peng, Mianqiu Huang, Linsen Guo, Tiancheng Han, Haozhe Wang, Jianing Wang, Xiaocheng Zhang, Xin Yang, Dengchang Zhao, Jinrui Ding, Xiandi Ma, 12 Preprint

Reference 19

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source=pdf_text observed=2026-07-31T03:24:12.346774Z digest=sha256:de667241f0737595c5294ad24ac1977f88fa85454a0576ef3a4bea162705bc49

Observation 972a63e4-e64c-4e29-b84b-cb028228f851 · outbound

This paper cites Jianwei Yang, Hao Zhang, Feng Li, Xueyan Zou, Chunyuan Li, and Jianfeng Gao.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Jianwei Yang, Hao Zhang, Feng Li, Xueyan Zou, Chunyuan Li, and Jianfeng Gao

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T03:24:12.381193Z digest=sha256:1212538e29ac3a61629a647c4b32720d4962ffeb7dcc031d1afc468740a64155

Observation ef129b4b-8d2d-41bf-ae14-3095fca51933 · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 21

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source=pdf_text observed=2026-07-31T03:24:12.393482Z digest=sha256:5844700842e351b131f8522088e3dab529730dbca18d6f9ae0990a6ff3263e7d

Observation f7d41345-a3cf-46b6-87f9-cdba9950301c · outbound

This paper cites GTA1: GUI Test-time Scaling Agent.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs GTA1: GUI Test-time Scaling Agent

Reference 22

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source=pdf_text observed=2026-07-31T03:24:12.430212Z digest=sha256:2e705b9ca64a8919d12212d621aa9807daa0b917cd40727fb3ab7e017c81bbc0

Observation dff12fb2-9bde-4748-8633-e9e334a0bc96 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 23

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source=pdf_text observed=2026-07-31T03:24:12.464826Z digest=sha256:3df01dac78ed2c53743d20f11ecb84a8bf0b354f7968299b889911d0f44a179c

Observation dcc4d97c-51a0-4a08-a98a-f5549620af89 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 24

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source=pdf_text observed=2026-07-31T03:24:12.500939Z digest=sha256:cfc5b1670132a3cccaf8e0113ab056814c9cc116c2a5006df93ccd62bc60d928

Observation c52bda91-e429-41c1-97d9-3870c6931a76 · outbound

This paper cites Mind2Web: Towards a Generalist Agent for the Web.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Mind2Web: Towards a Generalist Agent for the Web

Reference 2023

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source=pdf_text observed=2026-07-31T03:24:11.849350Z digest=sha256:8210b5f73ce8c8d815bc75b4be991b86245ba81e651c8c3af8046f4fe237575a

Observation 6a809ba3-e2bf-49ab-8675-c19f595d3d6f · outbound

This paper cites Agent S: An Open Agentic Framework that Uses Computers Like a Human.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Agent S: An Open Agentic Framework that Uses Computers Like a Human

Reference 2024

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no resolver link, observed 2026-07-31T03:24:11.598816Z

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source=pdf_text observed=2026-07-31T03:24:11.598816Z digest=sha256:8295b881a0db11f24a2e9afd055e0a37ae628631388e13ef569232954a7bfe2c

Observation 30eac292-469a-4db1-b764-9a70121fe2d3 · outbound

This paper cites OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents

Reference 2025

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source=pdf_text observed=2026-07-31T03:24:11.535513Z digest=sha256:9c6cb223bfb0c099f7e3959c0cb90fff6415ef70e2bcd075c371b2b37dc1f16b

Observation 01fa1bea-b5ee-45ff-b3e8-a3c8959ee9a0 · outbound

This paper cites Kung-Hsiang Huang, Haoyi Qiu, Yutong Dai, Caiming Xiong, and Chien-Sheng Wu.

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Kung-Hsiang Huang, Haoyi Qiu, Yutong Dai, Caiming Xiong, and Chien-Sheng Wu

Reference 2026

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source=pdf_text observed=2026-07-31T03:24:11.900103Z digest=sha256:e53c6a5512614c45cd4d9819737b02543865ec94e4fa2311a8b2e1191125f94a

Pith citing papers

No inbound Pith citation observations are available.