Paper Citation Record · LEDGER

OmniGAIA: Towards Native Omni-Modal AI Agents

As of 23 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 12 inbound Pith citation observations for arXiv:2602.22897.

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

pith.paper-citation-record.v1
2602.22897 v3

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:36:56.922853Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:39:21.693775Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

6 of 6 outbound references displayed

verified exact0
verified fuzzy0
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 8f758b95-74a7-4379-8dcb-fcea6db3b99c · outbound

This paper cites Do not guess or hallucinate details from blurry or ambiguous regions.

OmniGAIA: Towards Native Omni-Modal AI Agents Do not guess or hallucinate details from blurry or ambiguous regions

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T20:36:56.571298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd343ef9-4d3c-41f3-9dfa-f43099c1f77c · outbound

This paper cites ocr": [ 19 {.

OmniGAIA: Towards Native Omni-Modal AI Agents ocr": [ 19 {

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T20:36:56.652461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba22f822-feca-43fa-82b5-f512e1bb0acd · outbound

This paper cites asr": [ {.

OmniGAIA: Towards Native Omni-Modal AI Agents asr": [ {

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T20:36:56.786430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7112ef-5742-443a-93c6-acad54a51862 · outbound

This paper cites Do not guess unclear speech or ambiguous sounds.

OmniGAIA: Towards Native Omni-Modal AI Agents Do not guess unclear speech or ambiguous sounds

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T20:36:56.868961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 500cc945-3948-4594-97d0-219f69d559d4 · outbound

This paper cites asr": [ // If a single person speaks for a long time, segment the speech into pieces, with each segment containing one piece of information {.

OmniGAIA: Towards Native Omni-Modal AI Agents asr": [ // If a single person speaks for a long time, segment the speech into pieces, with each segment containing one piece of information {

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T20:36:56.922853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdcacea5-c8b7-40a3-9453-ed08dc977960 · outbound

This paper cites Omni-RRM: Advancing Omni Reward Modeling via Automatic Rubric-Grounded Preference Synthesis.

OmniGAIA: Towards Native Omni-Modal AI Agents Omni-RRM: Advancing Omni Reward Modeling via Automatic Rubric-Grounded Preference Synthesis

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T20:36:56.521633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5352be0a-1f64-4b12-b51c-24821edc5a13 · inbound

Chain of Modality: From Static Fusion to Dynamic Orchestration in Omni-MLLMs cites this paper.

Chain of Modality: From Static Fusion to Dynamic Orchestration in Omni-MLLMs OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6fafb8dc-6674-4421-8451-399b5dd3c2a5 · inbound

Qwen3.5-Omni Technical Report cites this paper.

Qwen3.5-Omni Technical Report OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 193c606f-63c7-45e5-9142-278c7d52e3ea · inbound

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence cites this paper.

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 16ce8016-c835-49cf-975e-9d5ccf8705de · inbound

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos cites this paper.

TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec75f35d-fbd7-4984-a0d3-d1ae00929521 · inbound

Omni-DeepSearch: A Benchmark for Audio-Driven Omni-Modal Deep Search cites this paper.

Omni-DeepSearch: A Benchmark for Audio-Driven Omni-Modal Deep Search OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 51f1ee5a-7da8-4149-a972-86e14552eaa4 · inbound

TOBench: A Task-Oriented Omni-Modal Benchmark for Real-World Tool-Using Agents cites this paper.

TOBench: A Task-Oriented Omni-Modal Benchmark for Real-World Tool-Using Agents OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3520401b-87e6-499c-b901-a79d27fb0e92 · inbound

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation cites this paper.

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8e4bb517-13c9-418b-8542-b274d4e553dd · inbound

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.746868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1f8d8a6b-faf9-40db-84cc-6f610d2395ed · inbound

LiveServe: Interaction-Aware Serving for Real-Time Omni-Modal LLMs cites this paper.

LiveServe: Interaction-Aware Serving for Real-Time Omni-Modal LLMs OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-04T11:59:50.638937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cccc4758-5304-4472-9e3f-12227cbb536b · inbound

OmniFocus: Query-Guided Modality-Balanced Token Compression for Omni-Modal Large Language Models cites this paper.

OmniFocus: Query-Guided Modality-Balanced Token Compression for Omni-Modal Large Language Models OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T05:13:10.430838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f101a9b-1d11-40dd-a638-cafa1e75c3dd · inbound

OPOD: On-Policy Omni Distillation cites this paper.

OPOD: On-Policy Omni Distillation OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T15:39:21.693775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a535e23-31cd-43b0-b60a-cd5745492821 · inbound

OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models cites this paper.

OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models OmniGAIA: Towards Native Omni-Modal AI Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:10.824327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.