Paper Citation Record · LEDGER

Cybernaut: Towards Reliable Web Automation

As of 18 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.16688.

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

pith.paper-citation-record.v1
2508.16688 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:45:23.537304Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

50 of 50 outbound references displayed

verified exact2
verified fuzzy23
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9aa3f0ac-8124-4d9e-894b-6eafb7ba1971 · outbound

This paper cites Computer-Using Agent.

Cybernaut: Towards Reliable Web Automation Computer-Using Agent

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:30.107117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f771652-78b2-488b-b463-8015fbf3cf0a · outbound

This paper cites Computer Use (Beta).

Cybernaut: Towards Reliable Web Automation Computer Use (Beta)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:30.086196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 615b3e72-0592-4e8f-973d-e183ccd468fa · outbound

This paper cites Browser Use: Enable AI to control your browser.

Cybernaut: Towards Reliable Web Automation Browser Use: Enable AI to control your browser

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:30.069400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d84f804f-f73b-4bb1-a8a2-4c6e30b6a772 · outbound

This paper cites Nova Act.

Cybernaut: Towards Reliable Web Automation Nova Act

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:30.031252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58abd07f-8d94-4ade-8df1-7ca165e985c5 · outbound

This paper cites STEVE: A Step Verification Pipeline for Computer-use Agent Training.

Cybernaut: Towards Reliable Web Automation STEVE: A Step Verification Pipeline for Computer-use Agent Training

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:45:24.597605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a1a0f9a-c55d-4dac-9bd2-f4a9538576d4 · outbound

This paper cites WebV oyager: Building an End-to-End Web Agent with Large Multimodal Models.

Cybernaut: Towards Reliable Web Automation WebV oyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:29.890336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 81868c8e-3a1f-494e-a66f-7a23cbfb8ee5 · outbound

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

Cybernaut: Towards Reliable Web Automation Mind2Web: Towards a Generalist Agent for the Web

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:29.479494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba8c9ccf-0a76-4be6-909e-4565627c2202 · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Cybernaut: Towards Reliable Web Automation VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:19.329426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45b93b8c-eb00-47dc-853b-d444b1dd52d8 · outbound

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

Cybernaut: Towards Reliable Web Automation AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:19.403650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81874f5-90ec-46ae-85ca-cbed6e4e30b7 · outbound

This paper cites CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents.

Cybernaut: Towards Reliable Web Automation CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:19.512502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d439536-136b-41bf-aabd-3ebad8bf3db4 · outbound

This paper cites Beyond Browsing: API-Based Web Agents.

Cybernaut: Towards Reliable Web Automation Beyond Browsing: API-Based Web Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:19.627161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e56a8947-e535-4321-966f-b52215f40065 · outbound

This paper cites WebLINX: Real-World Website Navigation with Multi-Turn Dialogue.

Cybernaut: Towards Reliable Web Automation WebLINX: Real-World Website Navigation with Multi-Turn Dialogue

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:19.744481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a63dd5-5aa7-4798-945c-448b2f1d72df · outbound

This paper cites GPT-4V(ision) is a Generalist Web Agent, if Grounded.

Cybernaut: Towards Reliable Web Automation GPT-4V(ision) is a Generalist Web Agent, if Grounded

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:19.860913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08e4f3a-9278-49e4-a668-9746a1f3fb62 · outbound

This paper cites Large Language Models Empowered Personalized Web Agents.

Cybernaut: Towards Reliable Web Automation Large Language Models Empowered Personalized Web Agents

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:29.124920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3aaa32f4-d1cb-4115-b3c7-63338e1eb920 · outbound

This paper cites GUI Agents with Foundation Models: A Comprehensive Survey.

Cybernaut: Towards Reliable Web Automation GUI Agents with Foundation Models: A Comprehensive Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.051235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0aa0cf-0d4e-499b-9010-2d79e9044076 · outbound

This paper cites AutoDroid: LLM-powered Task Automation in Android.

Cybernaut: Towards Reliable Web Automation AutoDroid: LLM-powered Task Automation in Android

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.158973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0584c89d-a08c-4b36-8dbf-6439c1930cae · outbound

This paper cites DroidBot-GPT: GPT-powered UI Automation for Android.

Cybernaut: Towards Reliable Web Automation DroidBot-GPT: GPT-powered UI Automation for Android

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.275690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e4e3712-43e5-473c-a08c-d8dbd50bad0f · outbound

This paper cites Mapping Natural Language Instructions to Mobile UI Action Sequences.

Cybernaut: Towards Reliable Web Automation Mapping Natural Language Instructions to Mobile UI Action Sequences

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.391156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aeabdef-01b3-41ce-91ab-3bbc1577c9e6 · outbound

This paper cites CogAgent: A Visual Language Model for GUI Agents.

Cybernaut: Towards Reliable Web Automation CogAgent: A Visual Language Model for GUI Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.465838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 302c0a92-8993-4401-9d4e-63eb7650e95a · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users.

Cybernaut: Towards Reliable Web Automation AppAgent: Multimodal Agents as Smartphone Users

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:28.950517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd8ca3fc-ebf4-461a-ac30-8453003197e1 · outbound

This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.

Cybernaut: Towards Reliable Web Automation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.656231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aaa5d9e-a925-412b-b570-7b13413c072a · outbound

This paper cites Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs.

Cybernaut: Towards Reliable Web Automation Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.816306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab6c5a49-3236-40cb-b351-d32501d4c6a0 · outbound

This paper cites OmniParser for Pure Vision Based GUI Agent.

Cybernaut: Towards Reliable Web Automation OmniParser for Pure Vision Based GUI Agent

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:20.922357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b247d5-9142-405e-9f6f-6930299855d2 · outbound

This paper cites Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining.

Cybernaut: Towards Reliable Web Automation Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:21.052024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 371022b5-0617-4968-b01a-effe99689909 · outbound

This paper cites A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models.

Cybernaut: Towards Reliable Web Automation A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T17:45:21.155925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ed8339-8759-44fe-b378-8e7dbd350ff6 · outbound

This paper cites A Survey of Demonstration Learning.

Cybernaut: Towards Reliable Web Automation A Survey of Demonstration Learning

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:45:23.766469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ffc8b992-236c-4a43-ac33-d6cf6470692b · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:28.790270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f0747e5b-639c-42c7-8671-d3f40f66d9bd · outbound

This paper cites - Use the intention and purpose behind to guide your composition of SOP.

Cybernaut: Towards Reliable Web Automation - Use the intention and purpose behind to guide your composition of SOP

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:28.627099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 18c8aff0-1518-456d-b6d9-ad45160d10c0 · outbound

This paper cites - Do not come up with an SOP from your memory.

Cybernaut: Towards Reliable Web Automation - Do not come up with an SOP from your memory

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:28.464184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8829e45e-9342-4e95-9617-c1469f23b90e · outbound

This paper cites Examples of such steps are: - Steps related to solving CAPTCHA.

Cybernaut: Towards Reliable Web Automation Examples of such steps are: - Steps related to solving CAPTCHA

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:28.243814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58785822-7fa0-4a1a-b878-bb364722288c · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:28.047185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c764dca7-ea57-4ec0-88f7-f8198988e91e · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:27.884623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2f4af6d6-3602-4f95-b68a-80f6c3eb01a9 · outbound

This paper cites Explanation.

Cybernaut: Towards Reliable Web Automation Explanation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:27.720918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 90f09320-89a1-45fb-b2e0-a17083f84d73 · outbound

This paper cites - Only provide the instructions within <instructions-step-by-step> tags.

Cybernaut: Towards Reliable Web Automation - Only provide the instructions within <instructions-step-by-step> tags

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:27.583955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 01fc0854-1695-41ed-ac63-b463d1ffd7c3 · outbound

This paper cites Do not open any URL from your memory.

Cybernaut: Towards Reliable Web Automation Do not open any URL from your memory

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:27.375454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66413995-70d0-427d-91e7-ebf8ce70b610 · outbound

This paper cites No answer found.

Cybernaut: Towards Reliable Web Automation No answer found

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:27.153806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d892a370-62c5-49a7-a784-0d332034a951 · outbound

This paper cites language.

Cybernaut: Towards Reliable Web Automation language

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:26.955165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 793b4673-fe87-466b-9e43-891be4ec5394 · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:26.740804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71635368-c517-4a66-ad26-1a2d63c7eb8b · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:26.579364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d843c0d3-075f-428c-9b73-fbe2e98290eb · outbound

This paper cites Advanced Search.

Cybernaut: Towards Reliable Web Automation Advanced Search

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:26.405273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 643bdf44-79cb-4e6b-b957-ea0338b2e7dc · outbound

This paper cites Expand Release date.

Cybernaut: Towards Reliable Web Automation Expand Release date

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:26.204435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7495a882-c574-44f8-82e4-f5260d5a7333 · outbound

This paper cites <year>-01.

Cybernaut: Towards Reliable Web Automation <year>-01

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:25.998004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b456c2a1-b708-484f-b699-44445bba8143 · outbound

This paper cites <language>.

Cybernaut: Towards Reliable Web Automation <language>

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:25.836686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 727a4952-6298-4c34-9657-ef62d5371824 · outbound

This paper cites <language>.

Cybernaut: Towards Reliable Web Automation <language>

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:25.646350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17dd86dd-ce98-4a4a-bddc-c99245afff5c · outbound

This paper cites See results.

Cybernaut: Towards Reliable Web Automation See results

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:25.423662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 95f9b2f3-f41c-4631-9e46-8381c4148c3d · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:25.266051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5839734-d185-4508-84aa-044df364987e · outbound

This paper cites <sort_by>.

Cybernaut: Towards Reliable Web Automation <sort_by>

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:45:25.084916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec2aeceb-8f5c-45a8-9e37-957fe696b2f5 · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:24.916099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c5631fb-57f5-4330-9ef6-1fb592d39dac · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:24.758847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2941daf-d48b-4098-b1c7-6f82d08d52b5 · outbound

This paper cites an unresolved cited work.

Cybernaut: Towards Reliable Web Automation Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:45:30.047372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.