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Paper Citation Record · LEDGER

IO Factory: Simulating AI-Enabled Influence Campaigns at Scale

As of 21 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 2026-08-21T06:32:19.484+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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.049104Z digest=sha256:9ee427bf710f9e205212cf24f2b9bb9eecd713c6ea2577a1ac25437060a3daab

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

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source=pdf_text observed=2026-08-12T14:16:58.054242Z digest=sha256:6e2d025bdd7bf988d36e6feff1f9d5b8fa8b7be1b51f574936fe469a9e720fb8

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

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source=pdf_text observed=2026-08-12T14:16:58.059121Z digest=sha256:ab4806565f14701c27f2457331db46c95f2d537acb753603df5717cccd4c9eaa

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

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source=pdf_text observed=2026-08-12T14:16:58.063043Z digest=sha256:ff49a4551adae3fc204e5350d314e93e539157412c4595ad05d53db8e1db193d

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

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source=pdf_text observed=2026-08-12T14:16:58.067043Z digest=sha256:5c564cd1e41fd331e6d78988b32545e9edd4f5d4b6f4f13766fe26713ac80d33

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

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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=sha256:5c60b9e6f271e9abda9a20d420677ffb8f8c102cc3a2e9cf099a8eb42e70ebd0

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.077633Z digest=sha256:16cab434bfb0d0f78e792ab916c2fc92596f0f57dba012bd4fbb3c2ef6337e2f

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.081543Z digest=sha256:ccbce65c7d0383eea5746cd726c2f1eca522df7b232465bba45206594f155ef3

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

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source=pdf_text observed=2026-08-12T14:16:58.085754Z digest=sha256:d8d676c34d86efdbec6dc7232fe46df34b4697813120e22edcdd476ce49f4836

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

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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=sha256:5336a9ad30b079fbb6ea63b104f031f3cc1ea9d56c2e8c3d6174c008ab9b63ee

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.093936Z digest=sha256:f9cb6c707bac258381e62ef9712aa567f2de8f54c5d069c359c9c94503fb03ef

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

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source=pdf_text observed=2026-08-12T14:16:58.098010Z digest=sha256:a9a6d882d49cda2d8f578d975bb2507ccbcb8f9340a8a1bfd2822766af7760d0

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

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source=pdf_text observed=2026-08-12T14:16:58.101441Z digest=sha256:a3f1af221f6f446309269511ab4c26e233e157b41c0846cc3bd996f0d18926a3

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

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

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source=pdf_text observed=2026-08-12T14:16:58.104887Z digest=sha256:795a03e915f14d69d60c8d1c1df178f6493d5e001304369d1ced2ad1b14cff2b

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

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source=pdf_text observed=2026-08-12T14:16:58.108720Z digest=sha256:015757754711feec3239535a1b4fc859775c4e8b2a8485be2669821e4a354e66

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

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source=pdf_text observed=2026-08-12T14:16:58.112407Z digest=sha256:eeb963ffd043373995776ff06ef3a7b47ec7f77657e702c16fd52c7e891ed66d

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

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source=pdf_text observed=2026-08-12T14:16:58.115799Z digest=sha256:21cadfce9fdf494233e925e64a1ab43a46b55ad3c7ed0792eedaeb08af2d2313

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

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T14:16:58.119194Z digest=sha256:3082e73f8f8be34cde14aefa0b69afb816b994e740520a002a1a26f935e0ba9b

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

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source=pdf_text observed=2026-08-12T14:16:58.122839Z digest=sha256:3f86970e0c4abb3220451cedd83f6beeb83e64ebe9f227b31d1c21a6c02c3928

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

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source=pdf_text observed=2026-08-12T14:16:58.134120Z digest=sha256:da958448b398955ac9e6a2e8707b8b8ad01ffb28d491860e6a2a1b767f11e447

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

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source=pdf_text observed=2026-08-12T14:16:58.140045Z digest=sha256:1bdd47b9f507ad35edfc3622e5c45cd89e23bda91629134e457bd59fe0a25425

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.144629Z digest=sha256:3c05481a820d589e608efea9905ef3072e049d09d842e7b157409079d0d19463

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.150532Z digest=sha256:a679afdb24e81b2b9b9bf9b45f12861882266ebcd562a2fe6273a66d41f79877

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.154504Z digest=sha256:c07f6a5d9acc2e12e5b0e7311eaf28f9135724e17f4a51c62fd2b28934e421ea

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

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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

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

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source=pdf_text observed=2026-08-12T14:16:58.162482Z digest=sha256:971ce9ed7dff61fa4504eef56240646e0e874f9c581d824588f4fc7649d02d76

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.171722Z digest=sha256:da2941583bbbb7fa33366cd6824d96b4cc2174f3d14c93427e7a134cd6e683ee

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.176226Z digest=sha256:2d76db850088fd4f07e7e5378356181d797ff47e3610470ab995d45e990b010f

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

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.181377Z digest=sha256:8d06151443a52bf7b122c1dadcfba679421ca6709dc4c42bf3ffb5ab2e97ac51

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.187839Z digest=sha256:f16578184a0930955b19fa14516310926563884505cca103b4ca73454f5db3c2

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.193968Z digest=sha256:1ae16c1ecfadbe9a625f9e486e43de552da90a65b3a4d73f97b2c645a4186970

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
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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.199277Z digest=sha256:d16b37ecfeac3ae2033f5354c935960b497d39fdb7e57d825beb1fca147ee93a

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.204550Z digest=sha256:5ad2ffacfd0f81a48ad52773795b092d56e689570bbe5c68311492fab0c389c9

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

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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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.208282Z digest=sha256:13a078e3ce8443533847887209e1e319c94710104aeddad2b5031dc6822422c6

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.212666Z digest=sha256:ce10df4577ec45e01116de2ede324ab0bd8839580e682c94eab07fbe822973df

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:16:58.216662Z digest=sha256:40aa63796e71ecaa67dd8d931b42cff1d7814934c90c77d8eac6a82978459b7e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.220987Z digest=sha256:954a815dd0b33498bc431b32a0de850b90ca08e749573f8c576dc871580a198c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.225726Z digest=sha256:392dbe13066bb74737acda7a40261c20ce8f4eb379493847c04c117512fbe7c2

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=sha256:6e32cc620247fe687be2bdb69287bb26522502202e61df44fd187f3805c282fc

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.235965Z digest=sha256:59079b492e0daf015cb6eb7ca2a20513d7cf49dc41a309ed6b510e1ca738fd75

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.240114Z digest=sha256:d24ec37aae6f488039b45480e676912d59be244e5aa84846265e05eea442fb76

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.244661Z digest=sha256:d16678e2577ebc1b921124b1d5d7ccbd869b41e4030de7cba5114d8b692a2d0c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.250941Z digest=sha256:675a6bb21a966330e0831dd2c12bebe28b2a6763f39079238587fe83019c242e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.261221Z digest=sha256:dcf6de1a8d2cc9c60168410d00d47236c1aa871357ecfbbb0affbdb81378ec80

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.257185Z digest=sha256:b86cd6519a0d7a2043483389f04cd75e9afc553c3801948cf4911d2b9f0daf30

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.272689Z digest=sha256:8d94c5be2c9e1e6815715341987f5a56de5c7a93555c864487529e88c3ee6bf0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.268830Z digest=sha256:f8e0deecc065991c532760fa387c454168860398e00046508890a8b0f128c394

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.283978Z digest=sha256:c2005a92614a32015091a5afd7103e317cd909d862636704b3991fc3d055dd74

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.279693Z digest=sha256:4938f6b2999378f1691a9ff20f7da215ab0259691c3a11587d997d0fcd6f6464

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.308248Z digest=sha256:c16f52f6bb18c7b7390cd9f58cd15772d4c721bf73fbb533ef682bbd3327f857

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.288535Z digest=sha256:e6ac127957131daa7718f9f8bd2a2147aee514810beb23700cc0c75255e8ec90

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.296068Z digest=sha256:b12ec34f65f12174c72503e4b302aaa979dcc866d6cb0b47eae2967618801035

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.324384Z digest=sha256:d06787045dccd855e8d12796ee7fa6917d5d5126f32f42a923b5fde90dc05929

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.312332Z digest=sha256:3e44f54b9321b08fe0c4570eaf4c9251f9c7b1240d83f7742d22a1cc88e6ab86

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.319604Z digest=sha256:90e795f973f1358ad9dfec1c51cd847e8c1ec959008c9c7d676aad5236ecdbe2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.345110Z digest=sha256:bbf74256060b6b28b08d065bcabaac88f74782d9a52a74b2cb417d9466f5299d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.330979Z digest=sha256:3cf6311293966538d17466f2e6668231e3168788996d937b66cdaa67d36dc9ea

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.335567Z digest=sha256:08bc72c2401e89d471f779794bd47e04e49ec89bd86aedc9d3dbec64c964411c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.358203Z digest=sha256:75319cedcdeebbdd90117196d49cab430a5284e14bc9dec05960a16ffeb610e9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.349303Z digest=sha256:d0d82b60b3f366e74872031ab6314175f15b8ba0e87965fcc13a6ade7edb88c9

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.353175Z digest=sha256:f1377a6a01becde636506fe0e2debac2c968822b8a7f2f3afcc98431a0753342

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.375588Z digest=sha256:d7917206b8b7b48bcad1a0728d4c44fdad87562dc34aeecba9c9da73e0f6377f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.363643Z digest=sha256:f694e038fb2c03b565cea7c8f778afac52b58ef6dfa44cab099f9c04c78dd774

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.370674Z digest=sha256:592664bb40b2254476067cb2a5eb60ac5ccd58af3b017a868363d380f22434a5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.396589Z digest=sha256:8cea539ffd46b97a08dce4313483b3ac62fae59316c97df9df26c39a0812b2ce

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.384474Z digest=sha256:1701c4438b66541cd45bbd573977f99c1a946fa77b8399aaa129b7afe8f6d5c4

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.391813Z digest=sha256:717109edece357efcb7a42d28ab53bf8b6b3404ccbc0e4713c01ec02c176792b

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.412357Z digest=sha256:ac335aa08dd20a93e17e94d7fbc8d69009868d5d366f7e8e68abbcf34c2d9660

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.402204Z digest=sha256:5d245e8668e75d8d8e2b6350f70ec4b0175fc4c691668c4093e44a6eda91a565

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.407375Z digest=sha256:7381584df31053536840e9af1aaf99f3ce0b522442c6a378a991919ca4ff9f91

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.426245Z digest=sha256:44d1c72787ff9f4e06db2b37d59b897612355ebd1ff1b37714da820b6a1f940f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.417790Z digest=sha256:e8629720b0a9774c054a17b2ac830e73ed8192f2a8a1d19021be94cf10816697

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.422017Z digest=sha256:18948565bdea592e63fda1ab0a1208e0364e133f5a29bc5c276150984f0c91e2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.448686Z digest=sha256:35247b38fc82dfc3ed67bfcf42f17c2caf42aca9aea54d12f72552ba8f0bc83e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.434929Z digest=sha256:fb2bfbad0ab315d22965339495ce422c149855509c0c266e1b4c522642bbf477

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.439747Z digest=sha256:a1376b60d95e8558a49fa132e25277a7f637627a7fe1aa6f132871d66525e114

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=sha256:6de4dd354f6a1041d766417696a8121f4bc48e64b7a8bb3a75558907200a37e0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.453285Z digest=sha256:a34e2e33eb26aeaa70149e33764e5f09dcb14fb88c670f2e85b3864048fdef49

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.459589Z digest=sha256:ef48ab19345d0f227e699b77ea09278a530e8f45212c2e2bbf465c3da48b75be

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.489098Z digest=sha256:4d584606b22a8b9c545c1e55ed3bb5bb32fe06b208563ad492ef571f7c3bc699

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.476815Z digest=sha256:0e0b6d250dcd243451ceb5c8fc480ee7f625468482bc7a3a08af201755129e00

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.481488Z digest=sha256:d6dcba476ddafbb6e84e59669aa378b0b93b453426a8ed84ae39e381d4e54d65

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.511366Z digest=sha256:95a4f8e4dbe06587d6b9b3a3ecb6d5d2eb5538ca195bf8ea67b26f35c7f19956

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.493350Z digest=sha256:936ca013a20620e76e3c3baf528f9c6e8a99067f0ad45a9d9977a0e59213e3cb

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.501418Z digest=sha256:ae1ebe16c911c70875c7713ab057439abba38fefcbd41af7669043e5e0235350

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.533758Z digest=sha256:a7ed666e81fec694006bd0896a50ef2ca972894f744cfc6f31537f56e11474d8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.524568Z digest=sha256:e88b6cff001de2543a09f7dcad728dd0c8edd4ae1f288e26c2c05dec050af9d1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.528981Z digest=sha256:eb1b9aa462f2f684998759e7f4895a857de3f70a4c7c47c8d3037c2c717a5d39

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.548359Z digest=sha256:8df955d5ec073fe04ad1e54447743f8e6b3997b85d4e2ceb35e3e022a3fd4395

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.539488Z digest=sha256:c91dee995225c4ca19bb86d5a0f6a2c07aee64bf27d9b15471e781d4898c707b

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=sha256:2482e39cec93db1886d6386c71ec6f6c47582c3ede6ae2fbd0eb082d26be7825

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.561644Z digest=sha256:d3c05589601f5f9db574d8005b975e4325dda0361290be931345ee99cc730e33

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.552749Z digest=sha256:84d72ea128dc9e0d7e629d64a4fe1557421ed90d097bfb8ee8ce754a4f941d41

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.557143Z digest=sha256:d23b1ce461ed1f990b1854573fd5e0b51755f5d0c8d3ada728680d0e8fceded7

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:16:58.567582Z digest=sha256:7fdd9430f05269c1152359a86267871ecaa95eb3793c2ca0258d2a0d639e129b

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:e482b3c4c7e7b72708413cacafe3f60d71a1348544e5d146fbf08b3850cf0068

Pith citing papers

No inbound Pith citation observations are available.