Paper Citation Record · LEDGER

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2510.22768.

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

pith.paper-citation-record.v1
2510.22768 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:04:33.946381Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:53:55.777033Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy0
unresolved35
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 897ee568-27fb-4454-8652-034f26253c78 · outbound

This paper cites It may leverage personal anecdotes or testimony.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion It may leverage personal anecdotes or testimony

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:30.860633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34e25119-c384-41d3-96c0-c1fcb56047c8 · outbound

This paper cites - Illustration: A social media post claims drinking bleach cures a disease, despite being false and dangerous.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: A social media post claims drinking bleach cures a disease, despite being false and dangerous

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:30.901639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79fb0115-a2b1-429e-99a2-ee9a03dd1a1c · outbound

This paper cites - Illustration: Users coaxing an AI assistant to reveal restricted information or bypass safety protocols by cleverly rewording prompts.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: Users coaxing an AI assistant to reveal restricted information or bypass safety protocols by cleverly rewording prompts

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:30.966893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0642bbd3-0f80-49d4-92d0-5955c0b8acf8 · outbound

This paper cites How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:30.692057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 675a74f7-d4a9-4076-92b2-1d1bb1cf4199 · outbound

This paper cites - Illustration: A cafeteria places fruits at eye level to encourage healthy eating.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: A cafeteria places fruits at eye level to encourage healthy eating

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.164813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b5ed32-f08c-45c7-ac2b-d8431f79b771 · outbound

This paper cites - Illustration: Social media bots amplify partisan content to widen ideological divides.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: Social media bots amplify partisan content to widen ideological divides

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.217881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea033a8b-b29f-41ec-a927-518708d5f1bc · outbound

This paper cites - Illustration: A charity uses images of suffering children to evoke sympathy and increase donations.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: A charity uses images of suffering children to evoke sympathy and increase donations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.317461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46439f85-296e-4b5c-acb6-77e5857f2722 · outbound

This paper cites - Illustration: An online store uses pop-up ads with limited-time offers—”Only 2 items left!”—to create urgency.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: An online store uses pop-up ads with limited-time offers—”Only 2 items left!”—to create urgency

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.060039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3bf1818-152c-45bf-9f12-e3d19856d0e0 · outbound

This paper cites - Illustration: Authorities issue a weather alert urging residents to evacuate an area due to an imminent hurricane.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: Authorities issue a weather alert urging residents to evacuate an area due to an imminent hurricane

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.329100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87894111-a1d3-4e1c-8155-8513366888d1 · outbound

This paper cites - Illustration: A school campaign encourages recycling by showing how it benefits the environment.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: A school campaign encourages recycling by showing how it benefits the environment

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.372668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 743dfe99-d36e-44b8-9316-8f570d0b9681 · outbound

This paper cites - Illustration: Religious leaders advocating for charity during a holiday, invoking spiritual rewards.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Illustration: Religious leaders advocating for charity during a holiday, invoking spiritual rewards

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.457168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3255dcb9-a0c9-4665-ab03-b7d0eb273f03 · outbound

This paper cites confirm their password.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion confirm their password

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.324507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99925d6d-1dab-4b3f-86bf-33b3372b51aa · outbound

This paper cites category.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion category

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.579689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2076a41c-b5d7-46c8-8402-886db2d7222d · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.713864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b304b5c3-7f5d-4e74-bf80-ad72ad5d0979 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.859325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 946c2109-1c9c-4323-b098-cce708ad272c · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:31.924262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11b9e75f-0508-453d-9908-e24a292b6983 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.043127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b6ad9e-57e7-43e0-9a53-8f193d1123e9 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.185965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f80d8f8-1611-4438-9e45-6dcd43631869 · outbound

This paper cites - Text should be overlaid on the image (top and/or bottom), mimicking common meme formats (e.g., Impact font).

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Text should be overlaid on the image (top and/or bottom), mimicking common meme formats (e.g., Impact font)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.287952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 865324cc-7072-4329-ad21-e23369444662 · outbound

This paper cites - Must present multi-step information or comparative data clearly and logically.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Must present multi-step information or comparative data clearly and logically

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.445373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66fbcb37-c339-4e0f-8ba3-76fbd51e8ab2 · outbound

This paper cites - Should capture a specific moment, object, person, or scene relevant to the intended message.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Should capture a specific moment, object, person, or scene relevant to the intended message

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.544619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d35fc4c8-87e4-4ce0-8b40-39ec5be7a811 · outbound

This paper cites - Each post must include exactly one image paired with a short caption or post text.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Each post must include exactly one image paired with a short caption or post text

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.619745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c3a3df-aa9e-4617-8bd5-ad8accf8e3bf · outbound

This paper cites - Must follow ad design conventions: clear CTA (Call to Action), brand name/logo, and persuasive layout.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Must follow ad design conventions: clear CTA (Call to Action), brand name/logo, and persuasive layout

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.751121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc922f44-62d9-403f-946e-b1599aa50b4f · outbound

This paper cites - Image should resemble an authentic screenshot of a discussion thread or comment section from the specified platform.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion - Image should resemble an authentic screenshot of a discussion thread or comment section from the specified platform

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:32.858671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c91464-7bc1-487d-bec2-3f3af4d8bbcc · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.024741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9c87427-d8de-492c-8e2e-95a38f54be8d · outbound

This paper cites 3h ago”, “1d.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion 3h ago”, “1d

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.105712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 912a45a3-72bc-4e4f-b546-190932300412 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 30

Resolution: parse uncertain; no resolver link, observed 2026-08-04T08:04:33.187178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36c5ed9e-9cf9-4d0e-b1f9-a815a1ce1ac3 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.268465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 240a8317-4f49-41be-8552-4bc23886f778 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.377198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3119e05-71b3-4ec4-8c91-3dcdbae580f2 · outbound

This paper cites Implementation.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Implementation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.458258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0894315c-d410-49e3-937a-7f288c40f4b0 · outbound

This paper cites Response.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Response

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.541730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 045cafdf-a042-4829-bb69-bae65dabc9fe · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.670740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca37bcd2-8124-473d-90eb-eb848706bc58 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.750639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a77f374-a521-40d2-ab37-4d4853640188 · outbound

This paper cites an unresolved cited work.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:33.867609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d960dc-48cb-4238-9bdd-1e77f76ffa4b · outbound

This paper cites The Bean Palace.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion The Bean Palace

Reference 38

Resolution: malformed identifier; no resolver link, observed 2026-08-04T08:04:33.946381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ee159d6-ac20-48ca-89a9-aecc8adaa2d1 · outbound

This paper cites doi: 10.18653/v1/P19-1566.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion doi: 10.18653/v1/P19-1566

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:30.429377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99906aa6-f1bd-44e9-a5ed-a9d06d12ee43 · outbound

This paper cites doi: 10.18653/v1/2020.findings-emnlp.431.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion doi: 10.18653/v1/2020.findings-emnlp.431

Reference 2020

Resolution: verified exact; doi, observed 2026-08-04T08:08:24.687242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 60f237f9-0c88-4361-8736-62be37d2fd8b · outbound

This paper cites doi: 10.18653/v1/2024.acl-long.858.

Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion doi: 10.18653/v1/2024.acl-long.858

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T08:04:30.549572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6e79bae7-ef0c-4022-9223-048e0d0672b5 · inbound

Sense it with your eyes: Sensation Generation and Understanding for Advertisements cites this paper.

Sense it with your eyes: Sensation Generation and Understanding for Advertisements Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T02:53:55.777033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.