Pith. sign in

Paper Citation Record · LEDGER

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale

As of 14 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 0 inbound Pith citation observations for arXiv:2608.10920.

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

pith.paper-citation-record.v1
2608.10920 v1

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:16:58.567582Z

measured 97 of 97 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

97 of 97 outbound references displayed

  • verified exact1
  • verified fuzzy66
  • unresolved29
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 828bbd47-314e-40e5-865f-ab289ed63cdf · outbound

This paper cites How malicious AI swarms can threaten democracy,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale How malicious AI swarms can threaten democracy,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.049104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.049104Z digest=sha256:f7e4fb57ebae11844e5677c05b82056b32ed04e415350bbadfb056bfc2f34258

Observation ea9b7716-261f-4c1a-9075-6e796a58d0c8 · outbound

This paper cites AI Propaganda factories with language models.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale AI Propaganda factories with language models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.054242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.054242Z digest=sha256:e98f71c38d720d981030ac75331e854011b874298428c92f6115ec776b56f23b

Observation 72d7ffad-2263-494c-ba23-78dab54cf1ed · outbound

This paper cites Emergent coordinated behaviors in networked LLM agents: Modeling the strategic dynamics of information operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Emergent coordinated behaviors in networked LLM agents: Modeling the strategic dynamics of information operations,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.059121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.059121Z digest=sha256:a72a9c20488f659198ab601c3d498b0eb83d4801b8711e7b6020ea98f02cbd68

Observation 18131ef7-26ab-4f0d-bd96-734b21f83676 · outbound

This paper cites OASIS: Open Agent Social Interaction Simulations with One Million Agents.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale OASIS: Open Agent Social Interaction Simulations with One Million Agents

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.063043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.063043Z digest=sha256:bc78bbfe7262d204dd97ec2c28c4c1254b9406e36af4579963b2f9ffbdb3fee4

Observation 33cd8888-0c35-432b-8063-17a623046e1f · outbound

This paper cites Generative agents: Interactive simulacra of human behavior,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Generative agents: Interactive simulacra of human behavior,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.067043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.067043Z digest=sha256:91f4f10fa589b0516232e28bce87600b1c22aff3adabbae2f25b8cf29e91edda

Observation 1d70ec80-98ef-47d1-ab47-82dc06b316ef · outbound

This paper cites GenSim: A general social simulation platform with large language model based agents,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale GenSim: A general social simulation platform with large language model based agents,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.072529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.072529Z digest=sha256:a6ecca88206f52f3827d0ca0a0fca33bd5088ec211dd56132012b81afe38012d

Observation 7dede6d9-1999-4481-9d8c-c8bcf83e226e · outbound

This paper cites Large language models empowered agent-based modeling and simulation: A survey and perspectives,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Large language models empowered agent-based modeling and simulation: A survey and perspectives,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.077633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.077633Z digest=sha256:a8ae222530ec06ba6b446f9edb40ca58d613c119313541a13d1e4df2e13f08d3

Observation 19a317b9-fb1c-499d-b52d-b639166c51fc · outbound

This paper cites Out of one, many: Using language models to simulate human samples,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Out of one, many: Using language models to simulate human samples,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.081543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.081543Z digest=sha256:bc4a02c3ad86dd0eea6d99bc2f75984396c1a6e181cc24b1a90ae5da87426e5c

Observation e676095f-6048-480f-8096-f626e78c1976 · outbound

This paper cites Using large language models to simulate multiple humans and replicate human subject studies,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Using large language models to simulate multiple humans and replicate human subject studies,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.085754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.085754Z digest=sha256:4a7e941cb2e662e4fb872aeb083ec36e12195f80a85b32f8465a886153ed93a6

Observation f8450dcf-9d67-4aad-a6e0-26fed88d2648 · outbound

This paper cites Simulating opinion dynamics with networks of LLM-based agents,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Simulating opinion dynamics with networks of LLM-based agents,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.089976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.089976Z digest=sha256:4b36df492ef864406bc597557be737d7bf08e94247dcadd336cef8a4057b8674

Observation bb2dd5ab-de23-452a-9516-05239b83960a · outbound

This paper cites Puppets or partners? Governing cyborg propaganda in the digital public square.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Puppets or partners? Governing cyborg propaganda in the digital public square

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:16:58.721489Z

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=2026-08-12T14:16:58.093936Z digest=sha256:e5f63ff66ae0bfcbe75cc0ac9e2de0d2f296db6d4a4c90c590021477d21dc97c

Observation 5856d75b-d817-4f35-8d52-d8eca8d73963 · outbound

This paper cites AI and the future of disinformation campaigns: Part 1: The RICHDATA framework,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale AI and the future of disinformation campaigns: Part 1: The RICHDATA framework,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.098010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.098010Z digest=sha256:88919318f30bbd57366b004d7c63f45710f6e3ad29ed41003294747d476149a9

Observation 9513140d-3c9f-4464-a481-986395ba4310 · outbound

This paper cites Phase-based tactical analysis of online operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Phase-based tactical analysis of online operations,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.101441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.101441Z digest=sha256:e21ed70f71e99d2cb7138e2f515ed856e53d43ba1cb40d3effe9f3e81a18ab27

Observation 0fcda889-dbb3-42c2-a67d-a275be816ca8 · outbound

This paper cites DISARM framework,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale DISARM framework,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.104887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.104887Z digest=sha256:e9a1b64b1da185e89e71b92f0686ec9f47c88848100acef1c312dff87a595429

Observation b1669cef-2c81-45f2-85d1-d86f23defc45 · outbound

This paper cites Joint publication 3-13.2: Military information support operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Joint publication 3-13.2: Military information support operations,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.108720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.108720Z digest=sha256:e543867ac95179973c215da05a48c50013adc5db5cd8b9a77815e0f82bd37d64

Observation 9878080b-91b7-4025-aa24-3d9a390a2d63 · outbound

This paper cites Microsoft digital defense report 2022: Cyber influence operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Microsoft digital defense report 2022: Cyber influence operations,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.112407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.112407Z digest=sha256:b4faa683b187515dbfbf0ed02ab979dc7e544eaea829cb056e52d8b49bb06293

Observation fa0f1fe1-8483-4c37-81e4-0fc3e6a7136d · outbound

This paper cites The rise of social bots,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The rise of social bots,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.115799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.115799Z digest=sha256:a6b1449b41803387b1c0bbe0a7bb75a02194bb7dd249d3be728c9aae9fe06315

Observation c525ea33-5a40-4ede-9acf-16d25152eec1 · outbound

This paper cites Uncovering coordinated networks on social media: Methods and case studies,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Uncovering coordinated networks on social media: Methods and case studies,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.119194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.119194Z digest=sha256:bd0b949de0b7d5bfa47ab8fda7689706cd704a463d703c7d50d5835e882996de

Observation adaaa0a8-2dfb-4bb7-8ec9-a76ac599c0e5 · outbound

This paper cites Temporal dynamics of coordinated online behavior: Stability, archetypes, and influence,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Temporal dynamics of coordinated online behavior: Stability, archetypes, and influence,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.122839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.122839Z digest=sha256:828f149b997f13df8219473b4588426a617c23e83f8023d08e6865572352bf81

Observation f5c25e35-53dd-4b92-81a8-d286c06d0445 · outbound

This paper cites Exposing secondary infektion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposing secondary infektion,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.134120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.134120Z digest=sha256:2a7f88a7a1e7f7dec2a59fa2ba5ba623355594a9e3b146ffa10d43b45ee504c2

Observation 2b0ba600-31d7-4964-a378-cc545d3d0071 · outbound

This paper cites Information laundering in the nordic-baltic region,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Information laundering in the nordic-baltic region,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.140045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.140045Z digest=sha256:c055a468cdf9d952e5f6f811ab1a43ea4fbc6fee91036c2948dfdb1a8c4de6a1

Observation ab423246-47cd-4726-bf76-ee4fc3861e4c · outbound

This paper cites Adding a “d.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Adding a “d

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.910641Z

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=2026-08-12T14:16:58.144629Z digest=sha256:6db72e6715426f10951815168d13e0f8bad427a57f756f53ac012fee6e781091

Observation dbcde041-2d8d-4e03-9176-e500f20a488b · outbound

This paper cites Red teaming language models with language models,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Red teaming language models with language models,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.897387Z

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=2026-08-12T14:16:58.150532Z digest=sha256:4cf3f3e264ee8b5b02deaf5461c608753f042cfc0a51595076958ddec0183a82

Observation 87719a78-14c2-4360-8f90-71c9979444b8 · outbound

This paper cites Cyber ranges and security testbeds: Scenarios, functions, tools and architecture,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Cyber ranges and security testbeds: Scenarios, functions, tools and architecture,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.883772Z

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=2026-08-12T14:16:58.154504Z digest=sha256:e1077d85d5066b5ed261922abc138f048a4a1726849a5144b9fb9e454dd0f5c9

Observation dabdf211-6579-402a-ad34-a458a4a4cf86 · outbound

This paper cites The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.158354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.158354Z digest=sha256:8219d55e443115c9af9c3bcbea9102d1962b291e2fc12eb1a6a352204f4e69ab

Observation 2720e1db-7616-4528-ae98-a73fac85915b · outbound

This paper cites Release Strategies and the Social Impacts of Language Models.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Release Strategies and the Social Impacts of Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.162482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.162482Z digest=sha256:c313fdc538bb0ef4e606521810a61f8afb22c2ab73083c25aae73990d1461e84

Observation 32c55170-e308-4df1-9f35-f5b723a4375a · outbound

This paper cites The diamond model for influence operations analysis,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The diamond model for influence operations analysis,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.871588Z

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=2026-08-12T14:16:58.167435Z digest=sha256:a12048d56b83529d0ffe3126e94e5b78c4a2bdcd2a25ba7ac08d4dc6992691f1

Observation d1b673a7-a296-452e-b835-c63d195ab092 · outbound

This paper cites Allied joint doctrine for information operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Allied joint doctrine for information operations,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.859700Z

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=2026-08-12T14:16:58.171722Z digest=sha256:347d4200240dea2d812af614aea0c693cb547abbdbab9ab01d2a55f080a6e3ac

Observation f07c1875-0a4a-4c34-8112-de8ab14e49ad · outbound

This paper cites Adversarial misuse of generative AI,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Adversarial misuse of generative AI,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.846062Z

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=2026-08-12T14:16:58.176226Z digest=sha256:9ab19c9981687faa32fd802aed096c0c9c70fe230dfd4e8e2ea131ff333c10da

Observation e6824682-369e-4d31-8af3-6a5aef1a44ab · outbound

This paper cites an unresolved cited work.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:16:59.826425Z

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=2026-08-12T14:16:58.181377Z digest=sha256:c6ce3861ca67ada495a6c36fdf8e31ca168006c806c6cb8e570975190eefcb83

Observation 609c7d0b-959c-497e-a2cf-0c19bcec7029 · outbound

This paper cites Information disorder: Toward an interdisciplinary framework for research and policy making,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Information disorder: Toward an interdisciplinary framework for research and policy making,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.809177Z

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=2026-08-12T14:16:58.187839Z digest=sha256:9a9fc9ab26dec6cc003e5f0f9a783e221303e5d08e31063c3b7e0c77d3e1f334

Observation 1f08e281-9987-4137-89ac-1ad214c4d554 · outbound

This paper cites Political communication, computational propaganda, and autonomous agents: Introduction,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Political communication, computational propaganda, and autonomous agents: Introduction,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.795084Z

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=2026-08-12T14:16:58.193968Z digest=sha256:c4f186bd64c3c3029300ee446cab12ae81edfcf527210dcee0ec7631854ae0b9

Observation 8772cf19-8c16-4a5e-9c9a-a1045c2af4bb · outbound

This paper cites The global disinformation order: 2019 global inventory of organised social media manipulation,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The global disinformation order: 2019 global inventory of organised social media manipulation,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.781440Z

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=2026-08-12T14:16:58.199277Z digest=sha256:20575167481dcd753f5dfc10428132b0780229a41f4353f6883eeee987e2521b

Observation 2bf322f1-6d95-45b6-8fe7-eca33b55a24b · outbound

This paper cites Computational experiments for complex social systems-part i: The customization of computational model,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Computational experiments for complex social systems-part i: The customization of computational model,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.766752Z

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=2026-08-12T14:16:58.204550Z digest=sha256:b93d210711586c85a40742148c2ff3c51cec0fc966073d7116fcab16d005632c

Observation bba2ef3d-93b8-4f84-9189-b02ceca34470 · outbound

This paper cites A standard protocol for describing individual-based and agent-based models,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale A standard protocol for describing individual-based and agent-based models,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.752411Z

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=2026-08-12T14:16:58.208282Z digest=sha256:f529ec98e69c335de1c229db798d4ddbc54364cdbebf8a76a2429ee4a1ecc7d4

Observation 37c6125e-82c2-43f2-bdff-97b19670445c · outbound

This paper cites Verification and validation of simulation models,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Verification and validation of simulation models,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.212666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.212666Z digest=sha256:6df4a6bc1f0166804d1697f4c2add42103335d816a4f7c09d469ec5a3ab3bca2

Observation a9af4920-f118-424b-94d6-ecb574909bf7 · outbound

This paper cites Exposure to ideologically diverse news and opinion on facebook,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposure to ideologically diverse news and opinion on facebook,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.216662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.216662Z digest=sha256:6daf8c44ec060b42bf0a2d5be67a2b8b2f83feb0f4c4d444e067c04eb4625f53

Observation 71d76a85-404e-4c32-88b0-53561f6dbd29 · outbound

This paper cites Exposure to the russian internet research agency foreign influence campaign on twitter in the 2016 US election and its relationship to attitudes and voting behavior,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposure to the russian internet research agency foreign influence campaign on twitter in the 2016 US election and its relationship to attitudes and voting behavior,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.723130Z

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=2026-08-12T14:16:58.220987Z digest=sha256:1e7611dd5f73f7c449e1aa85c070f20370e753b8cf4e2e7c8d811818f5d3f78c

Observation a2710221-eb2c-4463-90e8-9a26aaab9140 · outbound

This paper cites G-eval: NLG evaluation using GPT-4 with better human alignment,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale G-eval: NLG evaluation using GPT-4 with better human alignment,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.709644Z

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=2026-08-12T14:16:58.225726Z digest=sha256:869dbecb2901b47c90f543b8cad231801ceaf9d1756e947a7c3bb0e13bf1875e

Observation b4558d78-0272-4c9a-8039-d9e3d012204f · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.230721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.230721Z digest=sha256:8f258145d503d73bb985f79305b21213dabc540c58f8d320a1ea007a627532d2

Observation fc69bc26-e173-4e30-8509-89757958c49c · outbound

This paper cites Threat report: The state of influence operations 2017-2020,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Threat report: The state of influence operations 2017-2020,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.692863Z

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=2026-08-12T14:16:58.235965Z digest=sha256:d2ff7e98fa3cbb2d6541c8d797502d0f7793a0803bad47a9858e08ad9fdb608e

Observation db091f00-3017-412e-963a-dc327fc41186 · outbound

This paper cites Reports on foreign information manipulation and interference threats,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Reports on foreign information manipulation and interference threats,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.674850Z

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=2026-08-12T14:16:58.240114Z digest=sha256:442554f4b339ba331fa82ef59a9a3568c8311b369701329edc5b7a37dff777ae

Observation f43b6763-ab75-401d-9870-b11a11e9d188 · outbound

This paper cites Information integrity and countering foreign information manipulation and interference (FIMI),.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Information integrity and countering foreign information manipulation and interference (FIMI),

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.657291Z

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=2026-08-12T14:16:58.244661Z digest=sha256:035ec60ee9fe06f5ffdf85ae3dcc8f640d65ebe4de93fffe54f4d62f7726eea2

Observation d07e2817-a1c0-40b0-bf9e-5a5cbf076657 · outbound

This paper cites New efforts to disrupt DRAGONBRIDGE spam activity,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale New efforts to disrupt DRAGONBRIDGE spam activity,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.635852Z

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=2026-08-12T14:16:58.250941Z digest=sha256:a328d77089e7b66210963f69d7f76f446cb9bc6f7b3ea8e12cead9e242e22897

Observation 79b17215-aff0-47eb-8a73-49250083fad2 · outbound

This paper cites Seeing through a GLASSBRIDGE: Understanding the digital marketing ecosystem spreading pro-PRC influence operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Seeing through a GLASSBRIDGE: Understanding the digital marketing ecosystem spreading pro-PRC influence operations,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.608599Z

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=2026-08-12T14:16:58.261221Z digest=sha256:e9161f709de1b64f0b8e99fc61b5cea07555c026c5d51ae75344b14a6317efc5

Observation e79b2882-8b8f-4ba7-a0c5-4106a9609ac0 · outbound

This paper cites Available: https://blog.google/threat-analysis-group/google-disrupted-drago nbridge-activity-q1-2024/.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Available: https://blog.google/threat-analysis-group/google-disrupted-drago nbridge-activity-q1-2024/

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.621252Z

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=2026-08-12T14:16:58.257185Z digest=sha256:6193c52709a418bf696cf18ee75a192e5755126da554996af6628964cb85786f

Observation d1865121-4bb9-46c0-a9db-c56462c36ff7 · outbound

This paper cites Justice department leads efforts to disrupt covert russian government-operated social media bot farm,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Justice department leads efforts to disrupt covert russian government-operated social media bot farm,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.576680Z

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=2026-08-12T14:16:58.272689Z digest=sha256:d8e226cad386541350cdcb19501a94fe925b5026e91c6697c5106fa6d8b540a8

Observation b36f8c83-bbc4-4f6e-83f1-49c855cc81a8 · outbound

This paper cites Ghostwriter update: Cyber espionage group UNC1151 likely conducts ghostwriter influence activity,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Ghostwriter update: Cyber espionage group UNC1151 likely conducts ghostwriter influence activity,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.594041Z

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=2026-08-12T14:16:58.268830Z digest=sha256:00f1f0fcafad5fc8b6195a401c711ab113fc92c70ebe17bc063d93a4ba3941eb

Observation fb862626-4746-4851-b1e1-bc74ae714661 · outbound

This paper cites Master of puppets: Uncovering the DoppelG¨ anger pro-russian influence campaign,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Master of puppets: Uncovering the DoppelG¨ anger pro-russian influence campaign,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.544968Z

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=2026-08-12T14:16:58.283978Z digest=sha256:3c781b353a3f118874f7dabf4a7b85a8203dc58f47b0d9111f992d5dfa1756ee

Observation 5ff523bb-540c-4016-8edf-a89ebd8be341 · outbound

This paper cites Justice department disrupts covert russian government-sponsored foreign malign influence operation targeting audiences in the united states and elsewhere,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Justice department disrupts covert russian government-sponsored foreign malign influence operation targeting audiences in the united states and elsewhere,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.561445Z

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=2026-08-12T14:16:58.279693Z digest=sha256:516258c9bf00daa6619d2776db8e6854503f4dbde05e23cd36f3a3c527fc0ba3

Observation d8122dee-883b-49e3-a770-6173c715fdbf · outbound

This paper cites The F AIR guiding principles for scientific data management and stewardship,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The F AIR guiding principles for scientific data management and stewardship,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.502067Z

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=2026-08-12T14:16:58.308248Z digest=sha256:9b5bf3118e39c2a4860c404f6b584166cab9ee027b6000e8cdf167f9b9221e62

Observation 3982b9e1-685b-47e9-bbf5-7d770e3c62cc · outbound

This paper cites Available: https://blog.sekoia.io/master-of-puppets-uncovering-the-doppelg anger-pro-russian-influence-campaign/.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Available: https://blog.sekoia.io/master-of-puppets-uncovering-the-doppelg anger-pro-russian-influence-campaign/

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.531164Z

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=2026-08-12T14:16:58.288535Z digest=sha256:82326b2504ceb94d95d69693c736649a3312f43c8f67a9d607d7b0b26497d2f0

Observation 90c47905-68a3-4c83-ba52-528db3cb7719 · outbound

This paper cites National Academies Press, 2019.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale National Academies Press, 2019

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.518038Z

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=2026-08-12T14:16:58.296068Z digest=sha256:d5182f45a99c057db51759e812217526206b92da3bb0e34e296fb09be0cbe703

Observation d2a35410-1544-4ae7-9b72-726aaafad755 · outbound

This paper cites Disinformation as collaborative work: Surfacing the participatory nature of strategic information operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Disinformation as collaborative work: Surfacing the participatory nature of strategic information operations,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.460846Z

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=2026-08-12T14:16:58.324384Z digest=sha256:322c7acbe12169fa6a985cbc7718617c6aab55e95cdb8f27345e58329bf3cdee

Observation 27d01481-1751-44e3-92d3-d8e3e131106f · outbound

This paper cites Benkler, R.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Benkler, R

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.488873Z

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=2026-08-12T14:16:58.312332Z digest=sha256:89a2630f4682fbd3220fa861319d0da6c88508c030694ad1ccd645f9d0339361

Observation 93c2fc69-7fa9-41fb-892b-af3d49fb4aa5 · outbound

This paper cites The russian “firehose of falsehood.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The russian “firehose of falsehood

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.476626Z

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=2026-08-12T14:16:58.319604Z digest=sha256:fed3719dc2e69c7b08926e4cbb929f436911e1419a7bf8b581b971599477a9b2

Observation d6ffe252-ff69-426a-8a5b-ba93eed23166 · outbound

This paper cites Intelligence-driven computer network defense informed by analysis of adversary campaigns and intrusion kill chains,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Intelligence-driven computer network defense informed by analysis of adversary campaigns and intrusion kill chains,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.420317Z

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=2026-08-12T14:16:58.345110Z digest=sha256:5a9158357a0affa441662087d8dc57a53fb6dd2da323986b7cf2ceec084a9782

Observation b48aa532-8a2d-4638-b7f7-310671dc3d99 · outbound

This paper cites Disinformation’s spread: Bots, trolls and all of us,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Disinformation’s spread: Bots, trolls and all of us,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.447930Z

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=2026-08-12T14:16:58.330979Z digest=sha256:a1073a8b63b10d355843a270b64378139f1e6f3e7dcfa3d111703cbaaa520bf2

Observation 8eab375b-92e8-4f59-b3f2-f746e078043e · outbound

This paper cites The breakout scale: Measuring the impact of influence operations,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The breakout scale: Measuring the impact of influence operations,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.434838Z

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=2026-08-12T14:16:58.335567Z digest=sha256:98444ef90d726bd9f088b689e3b08efcadefb2ce5597170cdd41652ea1bbc2bf

Observation 6956875f-c69c-48a5-b84c-87f9af6f9809 · outbound

This paper cites The spread of true and false news online,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The spread of true and false news online,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.381463Z

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=2026-08-12T14:16:58.358203Z digest=sha256:82967976e762af5727f60a83d426fe8c4125e3ac5814be61e926f402bd9df5c3

Observation 2f3bae51-373d-498d-bb0b-9788d2ad83c2 · outbound

This paper cites Toward an information operations kill chain,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Toward an information operations kill chain,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.408737Z

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=2026-08-12T14:16:58.349303Z digest=sha256:632f4bcfa2f7ac9e5a227037473783841a2385a06f6710cee16f2270b96991ee

Observation e21f5893-1eff-47c5-89ea-bc3939d1d6f8 · outbound

This paper cites The role of social networks in information diffusion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The role of social networks in information diffusion,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.395477Z

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=2026-08-12T14:16:58.353175Z digest=sha256:f50a7063ee6c80bf7466df46147537af12eef8445d5327a75dc495494d8453c4

Observation fb9afce9-aa6d-44a1-91c2-9a9ac883b3c6 · outbound

This paper cites The spread of behavior in an online social network experiment,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The spread of behavior in an online social network experiment,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.340515Z

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=2026-08-12T14:16:58.375588Z digest=sha256:6c18efa37d30397c551dec6c3d326bc3492cca9bed49befdb8d9f5cb163cf975

Observation 7078f41b-7d24-4def-8849-89ea7b12109d · outbound

This paper cites Fake news on twitter during the 2016 U.S. presidential election,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Fake news on twitter during the 2016 U.S. presidential election,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.369637Z

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=2026-08-12T14:16:58.363643Z digest=sha256:cbbea0b64e6dba8b0bcc9caf3d58c79f6cadf2d2d1152f11e958224efafa878a

Observation af64d269-dad2-4072-a2d9-0673cc81d3f7 · outbound

This paper cites A 61-million-person experiment in social influence and political mobilization,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale A 61-million-person experiment in social influence and political mobilization,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.356787Z

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=2026-08-12T14:16:58.370674Z digest=sha256:ccb1f398a6953c27079f1054cc2fec59291c00cba459ce7c55fb9aa7fa4e5c44

Observation 2e941a2d-4429-4af4-b5d8-fb6702f3060b · outbound

This paper cites Exposure to opposing views on social media can increase political polarization,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Exposure to opposing views on social media can increase political polarization,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.305361Z

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=2026-08-12T14:16:58.396589Z digest=sha256:331ea2cfedca856a37aa1801dee481eeda5c1673e4f77f4c1f5f33ba1ae005eb

Observation f6d5ad26-695c-492b-9d56-791454d9334d · outbound

This paper cites How do social media feed algorithms affect attitudes and behavior in an election campaign?.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale How do social media feed algorithms affect attitudes and behavior in an election campaign?

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.329812Z

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=2026-08-12T14:16:58.384474Z digest=sha256:f20053ede9912797ed9f5e9719ea4e9114e7b83e9274eab501f717648cc811bd

Observation f042551d-b3b9-455c-a1c2-30a618accf01 · outbound

This paper cites Reshares on social media amplify political news but do not detectably affect beliefs or opinions,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Reshares on social media amplify political news but do not detectably affect beliefs or opinions,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.316477Z

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=2026-08-12T14:16:58.391813Z digest=sha256:71767a8591d96d5fecaf67f0ee840d5fb0109e4f6651493e0a55f4750ea0f27a

Observation 7703430a-b0ed-4803-b71b-a98d3c96d447 · outbound

This paper cites Beyond the headlines: On the efficacy and effectiveness of misinformation interventions,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Beyond the headlines: On the efficacy and effectiveness of misinformation interventions,

Reference 70

Resolution
malformed identifier
doi_truncated, observed 2026-08-12T14:16:58.616456Z

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=2026-08-12T14:16:58.412357Z digest=sha256:887947122255da56b143bb45e38983441c82699b4c83d464dba8507235299374

Observation 9a339398-0f4c-4e16-90ae-e349a37e952c · outbound

This paper cites Less than you think: Prevalence and predictors of fake news dissemination on facebook,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Less than you think: Prevalence and predictors of fake news dissemination on facebook,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.292733Z

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=2026-08-12T14:16:58.402204Z digest=sha256:b5e73f4ee0b334e8d63ba95d10ab715368cd1cf986af6996a29db65278039266

Observation ad1c364f-9dfb-44fe-ac91-24876ec5b9eb · outbound

This paper cites Misinformation and its correction: Continued influence and successful debiasing,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Misinformation and its correction: Continued influence and successful debiasing,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.280496Z

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=2026-08-12T14:16:58.407375Z digest=sha256:aee9905739419f255caa12640e3ed3c6e5002a418c2415a085311ad67c410964

Observation dd5ad118-9003-4a66-80b4-c8bba0079768 · outbound

This paper cites The truth about the truth: A meta-analytic review of the truth effect,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The truth about the truth: A meta-analytic review of the truth effect,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.238849Z

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=2026-08-12T14:16:58.426245Z digest=sha256:3ad5f522d82a62f69ed560f7d6982356fe5698ff7408884b344ae4191a2f98c5

Observation 0a715be1-e2ff-4bf8-b050-7e423bdd19f4 · outbound

This paper cites The psychological drivers of misinformation belief and its resistance to correction,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The psychological drivers of misinformation belief and its resistance to correction,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.266920Z

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=2026-08-12T14:16:58.417790Z digest=sha256:51ecce8f9d37cb6728b07994bf3c9c912f6a5fde22c4b3a5c6dac06b01d0fcd4

Observation 5500945c-aa70-4060-9628-e144969ca4ff · outbound

This paper cites The psychology of fake news,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The psychology of fake news,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.251967Z

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=2026-08-12T14:16:58.422017Z digest=sha256:456fb499bec3294d57a7d1340a1a9108e386aa38d8e3d24411046d735907badb

Observation bc4da07f-9d9e-422d-b27c-92d511d59e44 · outbound

This paper cites Frequency and the conference of referential validity,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Frequency and the conference of referential validity,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.202665Z

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=2026-08-12T14:16:58.448686Z digest=sha256:b9245bbe6f50d275a06ac902c3bfc0927c365be11340f62d583f261da8976e7e

Observation f3b3e578-658d-4ffe-abcc-6627a518ed30 · outbound

This paper cites Knowledge does not protect against illusory truth,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Knowledge does not protect against illusory truth,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.228001Z

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=2026-08-12T14:16:58.434929Z digest=sha256:faf1b1095d023be1381d065a82b37427701e4ce01a3a7bc489d22828b80e9498

Observation 201168d5-3bea-4073-a2bb-59be61818242 · outbound

This paper cites Repetition increases perceived truth equally for plausible and implausible statements,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Repetition increases perceived truth equally for plausible and implausible statements,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.214617Z

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=2026-08-12T14:16:58.439747Z digest=sha256:9e0b2264eea8f1fc7e7cead1bbc8da37a7921bacc011a06b17442e971ed270e9

Observation 0837a5b0-c1cd-47e3-8725-98d6c09cc8e2 · outbound

This paper cites Computational Agent-based Models in Opinion Dynamics: A Survey on Social Simulations and Empirical Studies.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Computational Agent-based Models in Opinion Dynamics: A Survey on Social Simulations and Empirical Studies

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.464057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.464057Z digest=sha256:aa2f51c58b3c43e1a04406e61feceefb98b995af133489959c0297f0ad1ea39a

Observation 41da8eda-286c-4864-8893-5b65f344f7b5 · outbound

This paper cites The effects of repetition frequency on the illusory truth effect,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The effects of repetition frequency on the illusory truth effect,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.190951Z

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=2026-08-12T14:16:58.453285Z digest=sha256:e914afcdcce33e7388778015b924fd4d5b8b9098268cb5114d0613ae204cdc08

Observation 92ba7ac4-42fc-4d0d-8fba-40e3aa4bb4f5 · outbound

This paper cites The illusory truth effect: A review of how repetition increases belief in misinformation,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The illusory truth effect: A review of how repetition increases belief in misinformation,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.169964Z

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=2026-08-12T14:16:58.459589Z digest=sha256:7c4dbe9c26be819162c6de885cbfe1b191e4108fb7435765401c2780c1dcdf63

Observation 9ff26034-abe4-4852-b9a9-2e02ef826667 · outbound

This paper cites Heuristic versus systematic information processing and the use of source versus message cues in persuasion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Heuristic versus systematic information processing and the use of source versus message cues in persuasion,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.125307Z

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=2026-08-12T14:16:58.489098Z digest=sha256:8f4dd8a470ebfc7227a5351f0d360a47fbbe1162ac9e49de408d9e98cfaec44a

Observation ccf846f5-2de6-44e4-995c-ffcbb6de85ab · outbound

This paper cites Measurement schmeasurement: Questionable measurement prac- tices and how to avoid them,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Measurement schmeasurement: Questionable measurement prac- tices and how to avoid them,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.156822Z

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=2026-08-12T14:16:58.476815Z digest=sha256:d1ae470b5e1399ae5e1836df54651b3f87e14a4c78c208f1cad2cf62c742930f

Observation dff30abe-4b2a-4800-a8da-7bc8944371fe · outbound

This paper cites The elaboration likelihood model of persuasion,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The elaboration likelihood model of persuasion,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.142886Z

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=2026-08-12T14:16:58.481488Z digest=sha256:b1cdf142e3a346d6a70deac7225ced406cc5108c896d784a48251cfac43c170c

Observation a0e52f2b-f424-4e7f-ac68-c3de134f28b4 · outbound

This paper cites Datasheets for datasets,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Datasheets for datasets,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.087654Z

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=2026-08-12T14:16:58.511366Z digest=sha256:f31aa720af38db981853cf8fce4d1c5ed2e76446599670cc8c9d27f78c41e3e8

Observation 5dbc2774-75c9-4f63-8b94-ac977a1fe10c · outbound

This paper cites Heuristic processing can bias systematic processing: Effects of source credibility, argument ambiguity, and task importance on attitude judgment,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Heuristic processing can bias systematic processing: Effects of source credibility, argument ambiguity, and task importance on attitude judgment,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.112992Z

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=2026-08-12T14:16:58.493350Z digest=sha256:5c8364831ecc2ac3a515c98dbb11dd33b941061c58052efaf50cf89a4ab47d6c

Observation 4f1a0968-f004-43b0-a314-e86ae075cdfd · outbound

This paper cites Bayesian methods for media mix modeling with carryover and shape effects,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Bayesian methods for media mix modeling with carryover and shape effects,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.101471Z

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=2026-08-12T14:16:58.501418Z digest=sha256:316c65f93a4b67fbf94f01e4c021b190fbab899edea0a525e99cfc0808994c19

Observation 2b92e5a4-eb1e-4aae-bb8b-18b2d524f89f · outbound

This paper cites Answering the call for a standard reliability measure for coding data,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Answering the call for a standard reliability measure for coding data,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.039277Z

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=2026-08-12T14:16:58.533758Z digest=sha256:c0e6ea349c0343ca591267ebe90bbb42377cb1ffcdd68d4b7618368e99f87996

Observation 4348f34b-633e-4129-a1b2-76710d4cc588 · outbound

This paper cites Model cards for model reporting,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Model cards for model reporting,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.072439Z

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=2026-08-12T14:16:58.524568Z digest=sha256:f893a58b2f5603e1ea58c9e42ae178bb37d2e3e0daaeffbdf0f0b150a65cb42e

Observation b68a7329-a1a0-4f55-a996-e734ee0f8511 · outbound

This paper cites Closing the AI accountability gap: Defining an end-to-end frame- work for internal algorithmic auditing,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Closing the AI accountability gap: Defining an end-to-end frame- work for internal algorithmic auditing,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.057901Z

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=2026-08-12T14:16:58.528981Z digest=sha256:4b39773f5c665f4c99942ce1cf3bb29d01fc83ba676ccfe045738b0f015416f5

Observation 34d52e8f-baca-484b-aa64-02ec85c507b5 · outbound

This paper cites Social influence and opinions,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Social influence and opinions,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.001618Z

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=2026-08-12T14:16:58.548359Z digest=sha256:30d76cda68e770f47fb06a079cff84b3731ee5563e1616a496c05d348013f8e6

Observation cd366e1c-67bd-4a35-985a-f309f4225401 · outbound

This paper cites What will it take to fix benchmarking in natural language understanding?.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale What will it take to fix benchmarking in natural language understanding?

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:59.025292Z

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=2026-08-12T14:16:58.539488Z digest=sha256:96efea806764f70d5f4ed8aded94a20358551d73ed1cda8f7b3dcbf137098dfe

Observation 7255a51b-de80-4eec-bf4f-19a478b9f9d3 · outbound

This paper cites Reaching a consensus,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Reaching a consensus,

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.544076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.544076Z digest=sha256:7855d47d22ba61fbd93163f0113ec6bbb8891317e449fcd5dd514adb418ad314

Observation 0daf144a-914d-4e50-9298-3e188b385402 · outbound

This paper cites Poisoning retrieval corpora by injecting ad- versarial passages,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Poisoning retrieval corpora by injecting ad- versarial passages,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.948062Z

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=2026-08-12T14:16:58.561644Z digest=sha256:91afe761d717c08c375aabe951091b9c2288f98d15b853e511d7699fbaacb16c

Observation 16922330-d31c-4e09-92de-d0b49ca5c6d7 · outbound

This paper cites Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.984354Z

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=2026-08-12T14:16:58.552749Z digest=sha256:d817b26983fc3703025552529c90fcd349c49cc24d6732c6e5133cbdad37d2c6

Observation 66c5d7bb-0ef1-4e70-b044-5f81bf7e73ff · outbound

This paper cites The agenda-setting function of mass media,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale The agenda-setting function of mass media,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.967148Z

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=2026-08-12T14:16:58.557143Z digest=sha256:588dc67df77293000b446e995eeba1fe442a07570cabf85ee9f7b5145ef5b490

Observation 65d31c1b-92ab-470e-a280-8beea4bc2fa2 · outbound

This paper cites Poisoning web-scale training datasets is practical,.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Poisoning web-scale training datasets is practical,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:16:58.930059Z

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=2026-08-12T14:16:58.567582Z digest=sha256:256c24b0c71bce881dac4ce8371fc7b43d2fa3a70b8246f5643539b13636b1c8

Observation 1a477127-701a-4345-9d0d-01fa7edd39f4 · outbound

This paper cites Detection and Characterization of Coordinated Online Behavior: A Survey.

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale Detection and Characterization of Coordinated Online Behavior: A Survey

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-12T14:16:58.130224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.130224Z digest=sha256:ba93002e757de4917ea0d515a2f42ed6d1042e2be123f00f59d39bf6c8033562

Pith citing papers

No inbound Pith citation observations are available.