Paper Citation Record · LEDGER

OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2503.16465.

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

pith.paper-citation-record.v1
2503.16465 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:41:21.007921Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T12:53:26.728934Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b3a5f625-752d-4b87-bf57-b53d0d5e89dc · inbound

EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks cites this paper.

EVA: Evolving Semantic Adversaries for Red-Teaming GUI Agents Against Environmental Injection Attacks OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:21.007921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 213f8aa6-6738-490e-89d8-79fab063984b · inbound

MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments cites this paper.

MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:42:33.129535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b92873c-f0a6-47e9-94f6-1741c33f2bab · inbound

InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning cites this paper.

InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T21:01:51.066001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5669852e-1400-40b7-8d68-e828a89bc493 · inbound

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight cites this paper.

Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T17:40:08.179332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd0703a-1567-401e-bd35-c85bc0c31ec3 · inbound

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures cites this paper.

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Reference 98

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:51:04.045590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0b52f78-14be-4585-a003-93db0bfded0f · inbound

Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents cites this paper.

Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:26.730348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.