Paper Citation Record · LEDGER

Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 45 inbound Pith citation observations for arXiv:2409.08264.

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

pith.paper-citation-record.v1
2409.08264 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 45 of 45 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:55:20.868382Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 638a6cda-1fca-4e16-ab7a-00a35b2dddf1 · inbound

AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents cites this paper.

AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:06:13.808642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d43b58a6-7b34-458a-82e3-67b0370a4233 · inbound

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions cites this paper.

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-23T05:02:35.158035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2316b0f2-8b7b-4b95-98f8-99c1c658a6cf · inbound

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners cites this paper.

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:54:44.213449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e7ed0343-1903-4b5c-b731-67e105619faf · inbound

Seed1.5-VL Technical Report cites this paper.

Seed1.5-VL Technical Report Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:26:05.586427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7d32c33e-4cf7-441b-afc7-8b102d4ed471 · inbound

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments cites this paper.

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:57:16.320093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d017ff4a-3988-40a0-837b-f59d2f930f64 · inbound

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency cites this paper.

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:58:59.018602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 680359c2-4d20-424b-97b8-845389dccf89 · inbound

Instruction Agent: Enhancing Agent with Expert Demonstration cites this paper.

Instruction Agent: Enhancing Agent with Expert Demonstration Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T22:55:20.868382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814649fc-dd30-45fd-925e-7de9326d04ef · inbound

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation cites this paper.

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:41:25.551362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3b46c2e4-09e1-4957-831a-40bf2148d495 · inbound

When Should Users Check? Modeling Confirmation Frequency inMulti-Step Agentic AI Tasks cites this paper.

When Should Users Check? Modeling Confirmation Frequency inMulti-Step Agentic AI Tasks Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T09:01:08.947422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c57a3af2-06be-4f2c-ad7a-59978094638b · inbound

UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action cites this paper.

UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T09:03:37.545112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c2761fc-4a2a-479e-9ca3-9a85134c75a6 · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 295

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:18:20.495275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c79d57f-c370-4530-a3df-8cf320fb2b0d · inbound

ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System cites this paper.

ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:32:11.513492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82cac4ba-933f-4e18-b1cb-6c3096b29cfc · inbound

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents cites this paper.

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T15:55:53.399860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9dcb76-7fd0-42d3-a868-31e2d17eddb1 · inbound

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents cites this paper.

SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T17:09:17.895093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9a9bbed-6ab1-4f3d-a8b4-3e5010c99b37 · inbound

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation cites this paper.

VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:34:07.730739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9b6331b0-e046-4257-8131-9f4a6f33e4b7 · inbound

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants cites this paper.

GUI Agents with Reinforcement Learning: Toward Digital Inhabitants Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:31:29.684540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 59dd9e21-4e34-4ab1-9aac-b92640f4e4dd · inbound

Exploring LLM Agent Designs and Interaction Modalities for Scientific Visualization cites this paper.

Exploring LLM Agent Designs and Interaction Modalities for Scientific Visualization Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:15:15.133905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation db87ca56-12eb-4ccc-ba3b-804299bef22f · inbound

Exploring LLM Agent Designs and Interaction Modalities for Scientific Visualization cites this paper.

Exploring LLM Agent Designs and Interaction Modalities for Scientific Visualization Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:12:57.504014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dc05aa45-5ca0-4820-97d9-2a26b2f84436 · inbound

The Agent Use of Agent Beings: Agent Cybernetics Is the Missing Science of Foundation Agents cites this paper.

The Agent Use of Agent Beings: Agent Cybernetics Is the Missing Science of Foundation Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:41:26.015346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f183a1f1-9d1c-414a-8dd7-4dc688ed0b7d · inbound

WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation cites this paper.

WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:11:24.041765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 13f3e0c1-294f-420b-935c-bf6a0c23d3fd · inbound

ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents cites this paper.

ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T03:52:12.435726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 03324cf0-10f4-4bd1-ad2a-ad238d698b7f · inbound

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark cites this paper.

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:27:19.027787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f861b748-9799-4321-9359-dfdfe3e5f722 · inbound

WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments cites this paper.

WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:19:07.703442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d4a3e8fa-e645-417d-90e9-3546bf1122b0 · inbound

OpenComputer: Verifiable Software Worlds for Computer-Use Agents cites this paper.

OpenComputer: Verifiable Software Worlds for Computer-Use Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:33:05.789232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 05fd08f5-67e6-43a1-a6e7-0128926c5e5c · inbound

PANDO: Efficient Multimodal AI Agents via Online Skill Distillation cites this paper.

PANDO: Efficient Multimodal AI Agents via Online Skill Distillation Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:04:38.739806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 50564ae1-da72-4de5-8600-aead5e2ef924 · inbound

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis cites this paper.

ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:04:37.681260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 22d4b913-9e2f-4744-ae02-9521275dae51 · inbound

Toward Native Multimodal Modeling: A Roadmap cites this paper.

Toward Native Multimodal Modeling: A Roadmap Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 134

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:04:01.842037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4b6cfeec-5a84-4ff2-8f87-bdda229a2a15 · inbound

AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications cites this paper.

AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:53:46.913545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f374c062-829a-49af-8f21-8b1f3ef6bb69 · inbound

Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents cites this paper.

Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:23:30.828492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a732b2ab-27fc-4023-834a-012311066c9d · inbound

unix-ctf: Procedural Environments for Unix-Competence Reinforcement Learning cites this paper.

unix-ctf: Procedural Environments for Unix-Competence Reinforcement Learning Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T11:23:20.881047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c9104706-06eb-4f0f-8b6a-977fc0abe023 · inbound

What to Format and How: A Benchmark and Workflow Approach for Document Formatting cites this paper.

What to Format and How: A Benchmark and Workflow Approach for Document Formatting Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:26:22.643622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b91c42aa-3416-442e-8775-deafef7be633 · inbound

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:58:02.909237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 164d0dc0-e567-42a8-8963-4a8e141c1486 · inbound

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning cites this paper.

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 96

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:48:03.109381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dc387c66-dff6-41cd-b39a-cfe1ce065c94 · inbound

ProCUA-SFT Technical Report cites this paper.

ProCUA-SFT Technical Report Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:08:46.708717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f9fa80bf-0fad-4a4c-a9f1-f2597792c8d3 · inbound

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks cites this paper.

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:58:57.437324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b1f8c8a1-c9d9-42de-81e0-c5437a88a7fd · inbound

PhoneBuddy: Training Open Models for Agentic Phone Use cites this paper.

PhoneBuddy: Training Open Models for Agentic Phone Use Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:59:46.510338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 18c4ed79-4ea5-4010-b8e5-a7e898a1cf27 · inbound

SEATauBench: Adapting Tool-Agent-User Evaluation Into Low-Resource Southeast Asian Languages cites this paper.

SEATauBench: Adapting Tool-Agent-User Evaluation Into Low-Resource Southeast Asian Languages Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T10:14:36.196425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fbeb1a9b-6677-4b65-9965-dd75bed08d7b · inbound

UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning cites this paper.

UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T19:16:37.302399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9692b6c4-f382-46db-a7cc-936503549022 · inbound

EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents cites this paper.

EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T16:00:52.709643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a4e43f-3499-4e10-bb6b-12f54f590a3c · inbound

SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL cites this paper.

SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T06:25:23.264527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f98c730c-480a-4857-820e-fa4fdbaa02ab · inbound

Sidekick: Designing Communication for Effective Multitasking with Computer Use Agents cites this paper.

Sidekick: Designing Communication for Effective Multitasking with Computer Use Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T17:47:05.574747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a78e5880-18cb-48c3-989c-8515782d04af · inbound

RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control cites this paper.

RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T16:35:16.244311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f0b283-3b2c-4d37-8922-5c1dac8ee71c · inbound

StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents cites this paper.

StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T05:06:47.475945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Resolution: unresolved; no resolver link, observed 2026-07-31T03:24:11.711233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8e28b60-e354-4d99-84b9-588fabf998a6 · inbound

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models cites this paper.

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T02:18:01.593694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.