Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? | Paper Citation Record

Observation 07c6f20a-97bb-4984-9782-f6e7293d7751 · outbound

This paper cites Qwen3-VL Technical Report.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Qwen3-VL Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T21:38:58.313332Z

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 1eea4362-0c7e-48f4-951e-18435824a563 · outbound

This paper cites Llm-powered gui agents in phone automation: Surveying progress and prospects.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Llm-powered gui agents in phone automation: Surveying progress and prospects

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:38:58.320617Z

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 350fdf9b-eedf-4a78-a427-b68ffabb9f02 · outbound

This paper cites Ui-venus-1.5 technical report.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Ui-venus-1.5 technical report

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:38:58.313557Z

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 edde6dd7-3a4d-4390-bcbc-b06f366838ab · outbound

This paper cites UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T21:38:58.305205Z

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 55368656-40c1-4122-b008-268564dde16c · outbound

This paper cites InInternational Conference on Learning Representations, volume 2025, pages 5090– 5108.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? InInternational Conference on Learning Representations, volume 2025, pages 5090– 5108

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b562a61f-ef4c-4d01-8927-fe642894bbdb · outbound

This paper cites Mobile-agent-v3.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Mobile-agent-v3

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:38:58.320342Z

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 8feb2891-2580-44bf-8438-02fad2522954 · outbound

This paper cites Chi Zhang, Zhao Yang, Jiaxuan Liu, Yanda Li, Yucheng Han, Xin Chen, Zebiao Huang, Bin Fu, and Gang Yu.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Chi Zhang, Zhao Yang, Jiaxuan Liu, Yanda Li, Yucheng Han, Xin Chen, Zebiao Huang, Bin Fu, and Gang Yu

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa57a4f-910f-4135-93d1-3572675501cc · outbound

This paper cites Mai-ui technical report: Real-world centric foundation gui agents.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Mai-ui technical report: Real-world centric foundation gui agents

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:38:58.316501Z

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 39bba623-93b3-47c9-98f5-8df7bb1826c1 · outbound

This paper cites When checking multiple plausible locations, batch them into one shell call (e.g.,`ls dirA; ls dirB; cat config`) instead of one probe per turn.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? When checking multiple plausible locations, batch them into one shell call (e.g.,`ls dirA; ls dirB; cat config`) instead of one probe per turn

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff59e478-6dbb-41ba-9051-989fc22c8139 · outbound

This paper cites Direct sqlite to a provider-backed database can skip derived/indexed columns and change notifications, so a ContentResolver consumer may see stale state.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Direct sqlite to a provider-backed database can skip derived/indexed columns and change notifications, so a ContentResolver consumer may see stale state

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4a0d27-f151-4ba0-aa97-e9ff94857660 · outbound

This paper cites ,→ ,→ ,→ ,→ ,→.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? ,→ ,→ ,→ ,→ ,→

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

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Observation 7d5d9515-f0e4-46bb-a41a-645d98f88291 · outbound

This paper cites Unknown command.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unknown command

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99c8f83-a3c4-4e41-82aa-39a0bb8d9f08 · outbound

This paper cites <SQL>" # run SQL on a device DB write-file <device_path>.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? <SQL>" # run SQL on a device DB write-file <device_path>

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bece0113-377c-4c5a-8b39-137df4d6f785 · outbound

This paper cites Direct sqlite to a provider-backed database can skip derived/indexed columns and change notifications, so a ContentResolver consumer may see stale state.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Direct sqlite to a provider-backed database can skip derived/indexed columns and change notifications, so a ContentResolver consumer may see stale state

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c76bff0-89d8-48c0-8f66-d8097f84de86 · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25cc64f3-570e-40e0-b15f-8069dab54537 · outbound

This paper cites Unknown command.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unknown command

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6efe2c09-b570-4e2a-a7fb-33ef428226d6 · outbound

This paper cites <SQL>" # run SQL on a device DB write-file <device_path>.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? <SQL>" # run SQL on a device DB write-file <device_path>

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70667f48-d8f5-421c-94fa-6565039b758e · outbound

This paper cites When checking multiple plausible locations, batch them into one command (e.g.,`ls dirA; ls dirB; cat config`) instead of one probe per turn.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? When checking multiple plausible locations, batch them into one command (e.g.,`ls dirA; ls dirB; cat config`) instead of one probe per turn

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7bc1ee0-aa14-4cb2-994e-312cee596e6b · outbound

This paper cites Direct sqlite to a provider-backed database can skip derived/indexed columns and change notifications, so a ContentResolver consumer may see stale state.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Direct sqlite to a provider-backed database can skip derived/indexed columns and change notifications, so a ContentResolver consumer may see stale state

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d33020-7aae-4aea-b118-9a4b78c0e757 · outbound

This paper cites Once confirmed, do not re-verify.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Once confirmed, do not re-verify

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e920e8c-49b2-46b0-9a1f-0b8389035588 · outbound

This paper cites ## Principles.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? ## Principles

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e43abd9-0c5d-45f8-bf22-c48eea5bef1a · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6063fb35-e461-4c75-ac02-58fbe8e3c27a · outbound

This paper cites Before any temporal reasoning, get the current date, time, and timezone from the device.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Before any temporal reasoning, get the current date, time, and timezone from the device

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5a449e5-f5b7-4b54-910a-c8cfd99703b1 · outbound

This paper cites Do not paraphrase, regenerate, or reformat.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Do not paraphrase, regenerate, or reformat

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20bccb94-dc77-4d92-8b69-d6c86010154a · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded98da2-acfc-4cb9-bca4-50736bc70574 · outbound

This paper cites Forbidden time-sinks: extracting APKs (`unzip`/`xxd`/`strings`on `base.apk`or`classes.dex`), full`dumpsys package`/`pm dump`, recursive`find /`over the whole filesystem.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Forbidden time-sinks: extracting APKs (`unzip`/`xxd`/`strings`on `base.apk`or`classes.dex`), full`dumpsys package`/`pm dump`, recursive`find /`over the whole filesystem

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c5e4ac0-b2ad-4c87-b7a6-40f0c704d250 · outbound

This paper cites Do not re-verify, sanity-check, or explore further.,→.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Do not re-verify, sanity-check, or explore further.,→

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b29b83aa-f452-40fc-8e5f-5fbdd18e6388 · outbound

This paper cites After writing, verify through the same path the consumer would use (a content URI, a service's`dumpsys`/`service call`output, or the file the app reads), not the underlying row.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? After writing, verify through the same path the consumer would use (a content URI, a service's`dumpsys`/`service call`output, or the file the app reads), not the underlying row

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d6c642-9825-45ac-866c-33436dd7258b · outbound

This paper cites Unknown command.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unknown command

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b487eba4-ca24-4f65-89f2-3cb48ce452d8 · outbound

This paper cites Give ONLY what was asked -- no extra commentary.,→.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Give ONLY what was asked -- no extra commentary.,→

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43137725-4fb1-4992-9003-cb3378ff6b89 · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48f731e8-fcd9-4ca2-8b42-63ae4d5fee08 · outbound

This paper cites <pattern>.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? <pattern>

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65d21242-ebf6-4c50-82be-f9057536522d · outbound

This paper cites during",.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? during",

Reference 58

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb1cd16e-1031-4fea-ad78-915b1513ba98 · outbound

This paper cites echo'foo (bar) baz'| wc -w.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? echo'foo (bar) baz'| wc -w

Reference 69

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d8b24e0-647d-45a8-8f0d-a4d41f630b45 · outbound

This paper cites <pattern>.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? <pattern>

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73bb29a3-823a-4dbd-9d2a-7765548533fa · outbound

This paper cites during",.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? during",

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fee9118c-05d9-4281-b28b-73ce078c7965 · outbound

This paper cites echo'foo (bar) baz'| wc -w.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? echo'foo (bar) baz'| wc -w

Reference 85

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

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Observation eba05af6-e967-4756-94ac-b673bbe3db5f · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8598f58a-14ff-4d71-abb9-372993b2e471 · outbound

This paper cites <pattern>.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? <pattern>

Reference 88

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8700ab09-8f95-4307-bc5a-ac6761b2e9b9 · outbound

This paper cites Use the typed device tools first;`adb shell`is the escape hatch for`pm`,`am`,`dumpsys`,`settings`, `getprop`, ad-hoc composition.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Use the typed device tools first;`adb shell`is the escape hatch for`pm`,`am`,`dumpsys`,`settings`, `getprop`, ad-hoc composition

Reference 89

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc350dbc-458c-474c-aebe-e3a9f263d264 · outbound

This paper cites Use`pg`/`backend-exec`with a`<backend_grep>`that matches an actual row in `service-status`output.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Use`pg`/`backend-exec`with a`<backend_grep>`that matches an actual row in `service-status`output

Reference 90

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa781122-583b-4322-b489-694089146209 · outbound

This paper cites during",.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? during",

Reference 91

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee6ce539-756c-4731-ad99-d73db199b39e · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4c27d3-f368-4761-8fa1-9619b2b9aa4c · outbound

This paper cites Understand formats, ID mappings, timestamp units, and naming conventions.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Understand formats, ID mappings, timestamp units, and naming conventions

Reference 93

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75ec0b42-0e7b-4aa2-97e2-3ed1281e264e · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62e86fa-647e-46ca-96b3-f265d2334c04 · outbound

This paper cites If a service-level read disagrees with the row, the service-level value is what matters.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? If a service-level read disagrees with the row, the service-level value is what matters

Reference 95

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dda8c2f-77a2-4566-b555-739fa691099e · outbound

This paper cites ## Principles.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? ## Principles

Reference 96

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fe5d9f2-03f0-4c87-a9dd-09ea46750f3f · outbound

This paper cites Do not rely on prior knowledge.,→.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Do not rely on prior knowledge.,→

Reference 97

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 923a5931-a538-41be-bdea-a25e4385b056 · outbound

This paper cites Timestamps in DBs are often UTC; some apps use seconds, others milliseconds -- check existing rows to confirm the unit.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Timestamps in DBs are often UTC; some apps use seconds, others milliseconds -- check existing rows to confirm the unit

Reference 98

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98402fdb-035a-467a-8b61-2446655c8a90 · outbound

This paper cites When the answer is extracted from a document/app/DB, copy the literal token verbatim -- do not translate, expand abbreviations, reformat dates, or round numbers.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? When the answer is extracted from a document/app/DB, copy the literal token verbatim -- do not translate, expand abbreviations, reformat dates, or round numbers

Reference 99

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeac882d-f638-49b3-8873-dc08f90862eb · outbound

This paper cites ,→ ,→ ,→ ,→.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? ,→ ,→ ,→ ,→

Reference 100

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf705de0-53b6-4bf4-b70a-d91ed3978ca7 · outbound

This paper cites Forbidden time-sinks: extracting APKs (`unzip`/`xxd`/`strings`on `base.apk`or`classes.dex`), full`dumpsys package`/`pm dump`, recursive`find /`over the whole filesystem.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Forbidden time-sinks: extracting APKs (`unzip`/`xxd`/`strings`on `base.apk`or`classes.dex`), full`dumpsys package`/`pm dump`, recursive`find /`over the whole filesystem

Reference 101

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e14bfa38-4939-42b1-8832-5450d2949f29 · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 102

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28af6662-4bf8-4aa2-b808-6450cbe651ec · outbound

This paper cites Give ONLY what was asked -- no commentary, no prefixes, exact format.,→.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Give ONLY what was asked -- no commentary, no prefixes, exact format.,→

Reference 103

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe5f758-0681-4b28-b1f2-ce30e2ca3315 · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 104

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d42a9d0-567d-46fa-96ad-86bc7f862f62 · outbound

This paper cites what has been observed,.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? what has been observed,

Reference 105

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeed60c4-e9e2-481d-b21d-4541bd72e433 · outbound

This paper cites On Mo- bileWorld the same hierarchy is restated as three writing surfaces (on-device, container backend, network backend) so the agent picks the layer by where the consumer reads.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? On Mo- bileWorld the same hierarchy is restated as three writing surfaces (on-device, container backend, network backend) so the agent picks the layer by where the consumer reads

Reference 106

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 168b632e-4377-4615-b005-fedf9a4a9e38 · outbound

This paper cites To- gether they cap exploration cost while keeping the agent deliberate per call.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? To- gether they cap exploration cost while keeping the agent deliberate per call

Reference 107

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f40a97-2df9-45e3-9148-90440ef5e363 · outbound

This paper cites On MobileWorld this cate- gory also covers the device file-system layout, database discovery patterns, and the half-open range-query convention for UTC timestamps.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? On MobileWorld this cate- gory also covers the device file-system layout, database discovery patterns, and the half-open range-query convention for UTC timestamps

Reference 108

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 735aa0e9-5679-49ac-bafb-2966ba30f781 · outbound

This paper cites analysis.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? analysis

Reference 109

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11b89e2-f271-4c0f-8b14-49f158074746 · outbound

This paper cites <answer>.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? <answer>

Reference 110

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14056793-90e8-428e-a3cf-35fdf602f95b · outbound

This paper cites parameter- 30 bearing attributes on the task class), or any gold-answer file.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? parameter- 30 bearing attributes on the task class), or any gold-answer file

Reference 111

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f5c7653-9866-4c57-a4ef-186374b3eb8f · outbound

This paper cites you skipped the force-stop.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? you skipped the force-stop

Reference 112

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04f23538-c202-4243-ad3f-ecbe8eed8353 · outbound

This paper cites shell",.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? shell",

Reference 113

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 873ac22e-4cae-4252-b020-4e30d6243e2e · outbound

This paper cites Delete all expenses in Pro Expense that are less than $1.00 (less than 100 cents).

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Delete all expenses in Pro Expense that are less than $1.00 (less than 100 cents)

Reference 114

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043e14ab-86bf-4bed-86dc-3b58920e6aac · outbound

This paper cites State the dominant Android failure mechanism in one sentence, in your own words (no taxonomy jargon).

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? State the dominant Android failure mechanism in one sentence, in your own words (no taxonomy jargon)

Reference 115

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 092c7715-a9d4-47dd-b2d7-8df654cacdda · outbound

This paper cites Which top-level class (Execution, Coherence, or Verification) best describes the failure? Justify in one sentence.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Which top-level class (Execution, Coherence, or Verification) best describes the failure? Justify in one sentence

Reference 116

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca63d346-080d-474b-85d0-ea55dda10ca4 · outbound

This paper cites an unresolved cited work.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? Unresolved cited work

Reference 117

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df8ce4b-9fd9-49aa-857e-313445180757 · outbound

This paper cites TB7: timezone misinterpretation -> Disobey Specification, wrong output protocol.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? TB7: timezone misinterpretation -> Disobey Specification, wrong output protocol

Reference 118

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef62643-7692-4c88-893c-2c5f1fc31dae · outbound

This paper cites cluster_id.

Beyond the GUI Paradigm: Do Mobile Agents Need the Phone Screen? cluster_id

Reference 119

Resolution: unresolved; no resolver link, observed 2026-06-27T00:23:37.068764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers