Pith. sign in

Paper Citation Record · LEDGER

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents

As of 14 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2606.30697.

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

pith.paper-citation-record.v1
2606.30697 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T01:54:53.204446Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

16 of 16 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe3d8b67-1d98-4b5f-a615-5e36af22446c · outbound

This paper cites OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer environments

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.915514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:ec5861563e658aeff5f9626fcdeecf53f05b17b6d166fbd19d64a9ee1b7f8b85

Observation 2bbab030-e5a7-42bc-862d-0fa3115d8dc4 · outbound

This paper cites WebArena: A realistic web environment for building autonomous agents,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents WebArena: A realistic web environment for building autonomous agents,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.910409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:f3b9d2d1105bb0b2a279f9b544e03c1c4d51be24daae70ad39a075dd687e138f

Observation 99b1a985-c30d-4bd2-b87b-78f0047e26ac · outbound

This paper cites WindowsWorld: A process-centric benchmark of autonomous gui agents in professional cross-application environments,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents WindowsWorld: A process-centric benchmark of autonomous gui agents in professional cross-application environments,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.913076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:40bdaabf2396f2cbe8b515610dbec71dea63ba08a206af7a1aa58c9975d3cbd5

Observation c41b9f66-948e-4242-9d1d-e0fed016dc94 · outbound

This paper cites UI Automation Overview - Win32 apps,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents UI Automation Overview - Win32 apps,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.917812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:eb98231a6b9532e177124b157973021a82f46a3ffbabb16e11425a7b1587a15c

Observation 27815fbc-0e86-428b-9c5e-d07b90dccc68 · outbound

This paper cites UI Automation Tree Overview - Win32 apps,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents UI Automation Tree Overview - Win32 apps,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.926783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:50a3ee60d358123b8b5fce694e852eb2d44d44436663c3751eb9261035ad10a5

Observation 6dccaa0c-8d5e-424e-b4d0-6f793415d0eb · outbound

This paper cites UI Automation - Win32 apps,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents UI Automation - Win32 apps,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.905477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:b9f1c2bbba917178197eaa2e2bc22909131d2a9d0e1fb1d662daea30ce764571

Observation 582442a8-386a-49a4-b351-9404e0c87d5e · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents ReAct: Synergizing Reasoning and Acting in Language Models

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-01T12:35:44.415653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:9f85175a53ba2cd905e6dbcd58cd55db5990cf04cd24ca388b2a1f0514f60c2b

Observation 7cd99603-1395-4f30-997a-42237405a980 · outbound

This paper cites Mind2Web: Towards a generalist agent for the web,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents Mind2Web: Towards a generalist agent for the web,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.907916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:b58795118a13b2cb2c41aa65335b9fa4c3f9b8a0ec21b522050b194b443f20e5

Observation 3bf9057d-755d-436a-ae60-b5668f777c00 · outbound

This paper cites Introducing operator,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents Introducing operator,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.903329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:6c20b2b97f1865d60c91fe8816de2342dcaed2895a0fdbba1efff66162331513

Observation 22a2f354-71da-4bd1-bf81-95ec2461bf59 · outbound

This paper cites Introducing computer use, a new claude 3.5 sonnet, and claude 3.5 haiku,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents Introducing computer use, a new claude 3.5 sonnet, and claude 3.5 haiku,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.901182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:f13383d3f204847ead92770a8f09bde4ca5b95a26b3755e25300ed4c47ed366b

Observation fa3af0fd-6bbc-459c-8e8a-7067195a432f · outbound

This paper cites OmniParser for pure vision based GUI agent,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents OmniParser for pure vision based GUI agent,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.898816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:eb27ac3a1fe284d898d0ebd2d8773ac41c90d4d1f6726eda906840c453a862c9

Observation 1b05bc47-d6d0-4a52-bfc7-d4842cc7d457 · outbound

This paper cites ScreenAI: A vision- language model for UI and infographics understanding,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents ScreenAI: A vision- language model for UI and infographics understanding,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.931542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:f1d66694e7cae63b539b2b606f7196c030e803c9d709714120567f8f594be369

Observation dae8eccd-a0d3-48aa-8f3d-f1d0c0288f3f · outbound

This paper cites UI-TARS: Pioneering automated GUI interaction with native agents,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents UI-TARS: Pioneering automated GUI interaction with native agents,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.922080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:1713ae30513c634df580bf9bd6a06520e3edb8d49de9d1a1428ec2341b3df697

Observation 70f719fb-1787-427e-9c41-cc8ebbb09109 · outbound

This paper cites Agent S: An open agentic framework that uses computers like a human,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents Agent S: An open agentic framework that uses computers like a human,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.924404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:576ab563f663e429f4d8a847389b367d7913460c88bcf5ae4d9356aaa77c7286

Observation 82dfad84-dda2-4fc7-b34b-1632a4555f86 · outbound

This paper cites AutoGen: Enabling next-gen LLM applications via multi- agent conversation.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents AutoGen: Enabling next-gen LLM applications via multi- agent conversation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.929119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:9d4ce4219b3b5237681bb6307bb3abe625a321e6baade16325a2d6f233436ff4

Observation abf59406-d2d8-44f6-9be9-9841ed2dadc7 · outbound

This paper cites Robotic process automation,.

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents Robotic process automation,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-07T05:23:21.919840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-01T01:54:53.204446Z digest=sha256:8294d1d3d73c3522b56e3a49b6d020d781171b5197684275e56f6689af15e5a9

Pith citing papers

No inbound Pith citation observations are available.