Paper Citation Record · LEDGER

MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2404.18074.

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

pith.paper-citation-record.v1
2404.18074 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:37:54.558584Z

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 92bbea5f-38fb-4688-8e07-9fafd90dc127 · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 257

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:08:27.858885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a99f9f3a-89f4-4a06-ad7f-4ed071654c19 · 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 MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 145

Resolution: verified exact; arxiv_id, observed 2026-05-23T05:02:35.475868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 76720d38-d55a-48d9-ba04-617a07e69271 · inbound

AppVLM: A Lightweight Vision Language Model for Online App Control cites this paper.

AppVLM: A Lightweight Vision Language Model for Online App Control MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T15:37:54.558584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bbd188d-7258-4011-9421-be4bef6806dd · inbound

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models cites this paper.

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:02.806149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ead2c07-f8d2-4148-a70e-a33ef3feaf2a · inbound

Deep Research Agents: A Systematic Examination And Roadmap cites this paper.

Deep Research Agents: A Systematic Examination And Roadmap MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:56.874855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f968e1ab-3b31-4b16-92a9-30293a24b9e4 · inbound

Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory cites this paper.

Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T09:19:57.498852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea3b2bc-ae19-428a-b62a-5402211a183c · inbound

Inside the Unfair Judge: A Mechanistic Interpretability Account of LLM-as-Judge Bias cites this paper.

Inside the Unfair Judge: A Mechanistic Interpretability Account of LLM-as-Judge Bias MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Reference 186

Resolution: unresolved; no resolver link, observed 2026-07-14T02:33:34.084111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.