Paper Citation Record · LEDGER

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts

As of 22 July 2026, this Paper Citation Record lists 10 of 10 outbound references and 3 inbound Pith citation observations for arXiv:2604.08541.

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

pith.paper-citation-record.v1
2604.08541 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:03:13.911088Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T09:29:14.105502Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T16:59:58.582454Z

Reference resolution

10 of 10 outbound references displayed

verified exact1
verified fuzzy7
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7800a3c8-c310-42dd-8eaa-cc6b5a8455bf · outbound

This paper cites Kimi-VL Technical Report.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Kimi-VL Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T07:41:00.571757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 176c6ba5-f8f2-41c5-a893-faa59179945f · outbound

This paper cites Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:41:00.574736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation b6f30aa3-1ce7-47f1-bfc4-fdc65d16e7ee · outbound

This paper cites OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:41:00.568357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 81f78d04-9ee9-4e80-881b-04716ebcd162 · outbound

This paper cites an unresolved cited work.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Unresolved cited work

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T12:19:35.766429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation f314b2db-5e6f-4df1-9efd-e2fb1b611eed · outbound

This paper cites A model answered based on the image and produced.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts A model answered based on the image and produced

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T12:19:35.769094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 749056d1-eebf-4605-b714-2ebbbba02c95 · outbound

This paper cites an unresolved cited work.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Unresolved cited work

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T12:19:35.771394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 48563f28-694c-448c-82e5-d04ded55049d · outbound

This paper cites an unresolved cited work.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Unresolved cited work

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T12:19:35.761688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 2229bf1c-6005-43db-83b4-b39c978dd61c · outbound

This paper cites an unresolved cited work.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Unresolved cited work

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T12:19:35.756882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 1938ec9a-7044-4346-848e-08b74f37f7e8 · outbound

This paper cites an unresolved cited work.

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Unresolved cited work

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T12:19:35.764026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 55c3b8ad-2b37-4e30-9c24-914697e5536a · outbound

This paper cites Acc (OCR first).

Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts Acc (OCR first)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T12:19:35.759347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Pith citing papers

Observation e8fcaa2e-e95b-4f7e-83a6-cfe33bdae438 · inbound

Yuvion VL: A Multimodal Foundation Model for Adversarial Content and AI Safety cites this paper.

Yuvion VL: A Multimodal Foundation Model for Adversarial Content and AI Safety Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-04T16:59:58.584360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 43694509-bb3c-428c-9478-2ddd6a356032 · inbound

Yuvion VL: A Multimodal Foundation Model for Adversarial Content and AI Safety cites this paper.

Yuvion VL: A Multimodal Foundation Model for Adversarial Content and AI Safety Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-29T18:03:48.833168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 7f629a34-8d77-4bc7-8db2-1bf47346461b · inbound

H-OPD: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-policy Distillation cites this paper.

H-OPD: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-policy Distillation Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-12T09:29:14.105502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.