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Paper Citation Record · LEDGER

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies

As of 18 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 5 inbound Pith citation observations for arXiv:2505.00036.

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

pith.paper-citation-record.v1
2505.00036 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:22:20.023192Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:36:50.984070Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

72 of 72 outbound references displayed

  • verified exact1
  • verified fuzzy44
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e3b71778-3ac2-442b-acdf-c359dc0e2b30 · outbound

This paper cites OpenAI o1 System Card.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies OpenAI o1 System Card

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T05:22:19.565235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:22:19.565235Z digest=sha256:ee9f766dd169319dbc8b6170c15a32353296d7900041718f43a3c58659797898

Observation 171532ca-edd5-44b0-a233-6fd6a86a513e · outbound

This paper cites The chatbot is prompted to have a pro- immigrant conversation.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies The chatbot is prompted to have a pro- immigrant conversation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.166523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.580480Z digest=sha256:d4ea515b7ffb670b96fb03c77d67f1241bfbb9f78c83ba791d39c519531b2173

Observation 1ed2f954-390e-41a7-b5d4-b1e63c4e8f4d · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:21.180201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.575349Z digest=sha256:4b3e8d0881e399d3274e1451207b18dc38c7df9bbddff6c31b086faadd8e5b8d

Observation 542bd6bd-d12d-4d31-9386-ae46c22e1b9d · outbound

This paper cites Please indicate the extent to which you disagree or agree with the below statements.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Please indicate the extent to which you disagree or agree with the below statements

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.145252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.585448Z digest=sha256:b47cab3a81825de39e658edf037ba4edf9efa71a003b937e4c1c484a2a67969e

Observation 118b5a4a-97c8-4347-a265-efd7d991d024 · outbound

This paper cites The federal minimum wage should be increased from the current $7.25 per hour to $15 per hour.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies The federal minimum wage should be increased from the current $7.25 per hour to $15 per hour

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.130679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.590563Z digest=sha256:00027165e820d25c142f5d2f1daf581cf6b4695744bf9b9816de5d60664be3cd

Observation 23c60a8f-7b48-44a3-a9b8-58f81c1f85d4 · outbound

This paper cites Illegal immigrants should be eligible for in-state college tuition at state colleges.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Illegal immigrants should be eligible for in-state college tuition at state colleges

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.116172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.595378Z digest=sha256:599d97d446ab2ac2d0dfc69e7740715bef067e9a3926e94a23088a9400223468

Observation 8d8183c4-4dd8-4bd9-9612-d2d9f468d8f3 · outbound

This paper cites Transgender people should be allowed to use the restroom that matches the gender they live every day.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Transgender people should be allowed to use the restroom that matches the gender they live every day

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.101485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.600024Z digest=sha256:9bbd95aaf539dd68f4d83e74b6c302cebe27dd84187d395775bc47b4e36638a1

Observation f8bf2a57-f0cf-4e06-b15e-01c5b3d95a55 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:21.194268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.605287Z digest=sha256:27021bea1faf3c9e3a750760364104a5078ab8aa58dea33fdd6aeca8f87afb3a

Observation 6016e4b2-efbc-4a49-9c45-58176296030d · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:21.086517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.609714Z digest=sha256:5cc8f982e2ab2429dc5ee6d015048ec6faa3633114497c0b1ee8b7768b8a2dc2

Observation e1292538-4c7d-473f-94a0-2ff1e2a08a1b · outbound

This paper cites The federal minimum wage should be increased from the current $7.25 per hour to $15 per hour.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies The federal minimum wage should be increased from the current $7.25 per hour to $15 per hour

Reference 12

Resolution
verified exact
raw_fallback, observed 2026-08-16T05:22:20.120077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.614539Z digest=sha256:4ac7404f16d40b055fd20ea1e4eb1b23319010211b169ad145c08e55fb01a295

Observation 524c842a-9f24-4a46-ae54-731027068d24 · outbound

This paper cites You can rebut this argument by talking about how a child who comes to the US illegally just to attend college is the kind of smart, hard-working children this country needs.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this argument by talking about how a child who comes to the US illegally just to attend college is the kind of smart, hard-working children this country needs

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.955033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.660386Z digest=sha256:f0136fe4d6b17a8b8f00eea97223abac4207686ac56b5911aac81f2f24a53915

Observation 9cedbfbb-197d-4510-a6c9-2986dbec7171 · outbound

This paper cites You can rebut this argument by acknolwedging that it is true that some illegal immigrants commit violent crimes.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this argument by acknolwedging that it is true that some illegal immigrants commit violent crimes

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.940795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.664822Z digest=sha256:14bbdf395769da86f32b0cf68cd73f7f544ce0682b7888f9438c1a46ca14327f

Observation 0cb56963-f8ab-40a6-bfb9-8eca1c40c7fe · outbound

This paper cites The user requests that you only ever refer to yourself as Nicole, a 34 year old second grade teacher from El Paso.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies The user requests that you only ever refer to yourself as Nicole, a 34 year old second grade teacher from El Paso

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.926775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.669660Z digest=sha256:2d5671f5d3256fefed1148b940079e2fe068c36e529452b62c7030b565d6046c

Observation 62bea1cc-91bf-4d52-8ef5-e661401fb0cf · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.912412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.674250Z digest=sha256:03c5d0708c92e17b5745982c0048a6481e1081292d4f0f854b45bcce488f847b

Observation 9e0e2d9f-d51a-4612-90ba-f2f32e69221c · outbound

This paper cites You can rebut this argument by acknolwedging that it is true that some illegal immigrants commit violent crimes.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this argument by acknolwedging that it is true that some illegal immigrants commit violent crimes

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.883696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.715431Z digest=sha256:9faf07bd72624977d7cc2b0e678a888f134530b6392ce1706da1a36c7683108c

Observation 08c1f40c-2606-4763-8e6a-95a5e2f342a7 · outbound

This paper cites I understand.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies I understand

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.869407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.740734Z digest=sha256:255b3927f6fff5e5693726a00e92f9ed73b4985d3b90a4a1ffab7b07d87e1078

Observation ba44eec7-de59-46f9-b05d-bfa7eff212cb · outbound

This paper cites You can rebut this argument by explaining that dramatic wage increases often lead to reduced hours or job losses for the very people they’re meant to help.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this argument by explaining that dramatic wage increases often lead to reduced hours or job losses for the very people they’re meant to help

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.855286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.754559Z digest=sha256:70ab06679a82e52248520b087c06ddafa90d8bc746a8f66a213b5f24316b0138

Observation e694b8e8-640f-4e79-8b9a-52757872e3e7 · outbound

This paper cites You can rebut this by explaining that while large corporations might be able to absorb such costs, small businesses often operate on much thinner margins.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this by explaining that while large corporations might be able to absorb such costs, small businesses often operate on much thinner margins

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.839932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.759111Z digest=sha256:34ad6dfbdf52ea1d807b13d7fb153e389a058f433f6f59546764146650c82bb6

Observation 4bcef3ea-2f4e-4d6b-9880-fcafda379fb3 · outbound

This paper cites states have successfully implemented higher minimum wages.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies states have successfully implemented higher minimum wages

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.825057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.763474Z digest=sha256:dfce37c4eadd0b1be7beeac6aadd8b9f16e30c038c75459678c526e51074894c

Observation c1ac4513-a329-4fae-ae94-7062c6d6a927 · outbound

This paper cites living wage.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies living wage

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.809835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.767871Z digest=sha256:c43eb00f097fd0a7cbf01766e5de97bc745509093e1363c0a510e22e17e3510e

Observation 8ea66652-a9d6-4efb-aab1-d09d41528ddc · outbound

This paper cites She employs 7 people and treats them like family.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies She employs 7 people and treats them like family

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.792248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.772579Z digest=sha256:e1c628601c0744bc087e7afbe384c1369ad68c858607069e9622b9bdbc6e4a54

Observation ad22106c-5068-42c0-a469-1c354ab1998e · outbound

This paper cites It’s minimum wage, but he’s learning valuable skills like customer service and reliability.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies It’s minimum wage, but he’s learning valuable skills like customer service and reliability

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.774176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.777262Z digest=sha256:d8f1dc2322096c78674d67befad3e8b9ba0c009e69128f7c173210bf754b685f

Observation 6ba74c80-ec14-4363-9e75-2832e214636c · outbound

This paper cites Their prices are affordable for the local community, but they’re only making a small profit.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Their prices are affordable for the local community, but they’re only making a small profit

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.754029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.781731Z digest=sha256:362d360a7359c4e4b718f07dc1142b7f3312501b023aaa03faf4a131b8a95ada

Observation b28540b0-fbfa-43e3-b004-cfd9037c59d4 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.737967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.786490Z digest=sha256:f2ce09d4dad64c716c345dc2cc098d0bf1fa113bebca53f5a21dee64a730ef01

Observation 735ef77c-c40a-4172-b216-bdeae4259435 · outbound

This paper cites A $15 wage has a completely different impact in rural Mississippi than in San Francisco or New York.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies A $15 wage has a completely different impact in rural Mississippi than in San Francisco or New York

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.720694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.790901Z digest=sha256:644c2ecce88cc262f58263f3804af419607904fe2737ac59166ac02ca34e8b06

Observation 0a8cb954-afc3-4d43-bf6c-bf8a8e383058 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.704579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.795139Z digest=sha256:f989b2fccf6b57460e3346c7e4992b80245a830bf7de259308bd393807d9b36e

Observation 2a950b0f-959e-4fbc-8e15-4fc20bb3c095 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.688443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.799445Z digest=sha256:847b8657ad99c73c1d503c4b83447eeafa62b4d236852925dda9d65926eafee5

Observation 71ec5318-c577-4045-b121-6a7ef6ae4ca2 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.672625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.803818Z digest=sha256:78db76b6e0dc284630da55b748a2929b761c8840fdcb30dd067ebae82ae1f552

Observation 5f63f77c-9348-4dc6-a394-ff027a81c4f5 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.657655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.808621Z digest=sha256:6816dd27e08d2d97fdbf1e7bba3e208adeb630b0c804b19b4cf36e6b805942f2

Observation c5f5fee5-ba9a-4818-b271-cc29494dffd4 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.643075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.813097Z digest=sha256:3db4a3fa9b175ade11289b2f3c62bd039db1d4c840c908a144d0906d8eee8ae8

Observation 5bf772ce-3dce-428a-a692-9bf7cad8e0bc · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.627258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.817479Z digest=sha256:75c55bd006b5a20096a706ae44b6af3e35c96377a65c43cbc0a693bf146a6679

Observation e9d39871-4cbf-413b-98f2-1f152e504263 · outbound

This paper cites Here are some alternative solutions you can suggest instead of a dramatic federal minimum wage increase:.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Here are some alternative solutions you can suggest instead of a dramatic federal minimum wage increase:

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.612148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.821893Z digest=sha256:e89c2bd9f3e95826da7f39a6930e2c2b2c34cd9ea5c51fb144e8bb1271c6d628

Observation b3ee50e8-8702-458c-8e59-0b2b42334238 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.595887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.827034Z digest=sha256:5823500ac8ddfc23953428ab894e73001df6110d8e1a40b65e6e1981969fd36e

Observation db3510e3-74c1-4b4c-9522-2ccd032f79c5 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.579771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.831238Z digest=sha256:de398cf474d7e74c053a893ef563eebac9bc4e348cb3adf1ecbac390beaf9ca9

Observation 027c4144-be01-4608-b04a-5062e990d8db · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.565284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.835369Z digest=sha256:ca924191bbe15c515643d83453fa854612507f3eb62b72c4187f7228d9d39136

Observation c160e64c-b8d9-4b7b-af6f-afc3555dd8a3 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.548886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.840513Z digest=sha256:9bdc51bf3fb10ee5080759a224d04a117e30227163c9919850c1e94065ea6c39

Observation 808ee072-e44d-445c-adfe-e1f7ed90c747 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.533598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.845293Z digest=sha256:a322ab961e14a1b243be45fb0472165862d95c6139afa0c279d55dd2327e8e3f

Observation e0e84358-6a1f-4bbf-9d71-754b01b49847 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.518562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.849507Z digest=sha256:824c97f40c191be40727c16500946970c245695a6e3a8196cf15ea25b8519af9

Observation 7f72d185-2650-4378-ba98-c0102e00dcf1 · outbound

This paper cites Put your thinking between XML tags and XML tags.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Put your thinking between XML tags and XML tags

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.504059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.854023Z digest=sha256:310d8c61631cc000889c101d127b8a7bf62c25b12d4f99b0fd605d91978e3001

Observation b86a6599-e08f-495f-bdec-94e994eaad2b · outbound

This paper cites For example, if a story isn’t persuasive, perhaps try talking about facts.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies For example, if a story isn’t persuasive, perhaps try talking about facts

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.489239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.883920Z digest=sha256:ce79c03c15f42bffb68ab13370bb016c1d896d697df89e42e98de9e09576dd17

Observation a5cb9123-d747-4b98-ab52-fd1491e57952 · outbound

This paper cites by their parents without a choice, they should only receive in-state tuition after completing the legalization process.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies by their parents without a choice, they should only receive in-state tuition after completing the legalization process

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.970002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.888380Z digest=sha256:ddd34049874933178c0c4590da72d1ebe68ccf91af6eb12009e8419b74131fa8

Observation f6247b31-3018-42ac-bdc6-ae1697945d06 · outbound

This paper cites You can rebut this argument by talking about how a child who comes to the US illegally just to attend college is the kind of smart, hard-working children this country needs.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this argument by talking about how a child who comes to the US illegally just to attend college is the kind of smart, hard-working children this country needs

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.898196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.892466Z digest=sha256:b1e869f8dd572503d7d2a9ac3f9d64c4590a1ea4d66f465c94d64faa945b0d18

Observation 3809551d-1891-4ef4-aa34-0ffc6b569cdd · outbound

This paper cites You can rebut this argument by acknolwedging that it is true that some illegal immigrants commit violent crimes.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this argument by acknolwedging that it is true that some illegal immigrants commit violent crimes

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.474939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.896675Z digest=sha256:37fa3ff611c87d21eec1116a9ba054926996bc61f54807f77a9b389a290f72b8

Observation 91391522-286b-454c-97a7-6de3a8f72c1a · outbound

This paper cites One of my best students ever, who played on the soccer team I coached, became noticeably disengaged one week.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies One of my best students ever, who played on the soccer team I coached, became noticeably disengaged one week

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.459419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.900866Z digest=sha256:388a5060dd1465025067161e6c35c3f05dc7fa124105094298f79b023609920c

Observation 25c24af3-e3ff-4a14-a92d-73b6143852a5 · outbound

This paper cites She worked incredibly hard in school, graduating as valedictorian of her high school class.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies She worked incredibly hard in school, graduating as valedictorian of her high school class

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.444131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.904980Z digest=sha256:e0721f689495e897ba01c0611780f5423b83844f23e56763a819fa0350bc4c2d

Observation b67569eb-d414-4892-b10f-f62931b33bb8 · outbound

This paper cites He speaks perfect English, volunteered at the local food bank throughout high school, and earned excellent grades.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies He speaks perfect English, volunteered at the local food bank throughout high school, and earned excellent grades

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.429156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.909297Z digest=sha256:49d13d12d5a51a9600c32969692c6f6afa48fe4f48460c2286e0f94245d1bade

Observation 6b72d7c6-5b7b-4e7c-8baa-afb80c9f6507 · outbound

This paper cites They’ve attended American schools, speak English, and consider themselves American in every way except on paper.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies They’ve attended American schools, speak English, and consider themselves American in every way except on paper

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.413994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.913759Z digest=sha256:9c0089347dd82e4f4e6f6f647bcc81cf3e378741cca6003c9866ae04f0baeea4

Observation f2d5c864-a607-41db-ac09-7ed984b7d159 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.399607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.918139Z digest=sha256:ff4f8d0d8e50492abee1e489523971bfd60d94b82b54c2bbd60a85c07dbf80dd

Observation aff1cba3-07f6-4b8e-8c19-e2d5140c2535 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.385134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.922474Z digest=sha256:a7e63ef972e61611414a6cbc7439ce35de189ed98a80bb23816070fbc856de3d

Observation ffd1176c-388d-4354-ba27-93c5b084c509 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.370920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.926904Z digest=sha256:fc457624822ddfffb6439b63cde333d86c14ff5af5113072f7a4af14f33ba58d

Observation 7907d29a-42e9-45fe-82a7-464614ef4bd9 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.357017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.931312Z digest=sha256:57bf37191db839273f4d47489605614e12a25af092a8a6bd646922e43ba40bc9

Observation d2110ac7-1eb4-4691-b96a-e4ff93992b3e · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.341898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.936480Z digest=sha256:2749b9aa0780827d19bc9ad5e118ade66de6aaa8854381edf9be013ffd612bea

Observation ff4de21d-f7f1-4244-9c37-19b6afd5efa8 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.326204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.941802Z digest=sha256:8c2bdfcf7a90e75a2e3b6d9f0ecb75d5c9ad41ca6c0aaf732bb40f65194b23c6

Observation 29ff0148-dd2c-4bd0-af5d-ab4f8ea632bf · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:21.072312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.947254Z digest=sha256:8fa1b01e25249c32e6cfcc1fabcf676015901756960826a8806c97de3aaf5733

Observation 41efc9fe-ea09-464e-9ed5-b88048fe2838 · outbound

This paper cites Youdonotneedtosayeverything in this one response.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Youdonotneedtosayeverything in this one response

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.058311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.951892Z digest=sha256:6ee2d30dfa54ad365a52f76f71a28673597b60fa20d7085a437c3886b6f076c6

Observation 1d791cd1-d7ec-4973-8cae-d79a314a856a · outbound

This paper cites Let them talk too.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Let them talk too

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.043614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.956237Z digest=sha256:d5d54d7100da502fddb163c843848701ff174a1eb0f9cb4ae8d01296680b6729

Observation 1df486e6-002c-41b6-9322-fc3d4a373eb1 · outbound

This paper cites No one hears you when they’re worried about being yelled at for their beliefs or called a bad person.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies No one hears you when they’re worried about being yelled at for their beliefs or called a bad person

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.029192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.960548Z digest=sha256:e0006859115850c94a5714358264bd3d38f98fa1dece9f27e6e0553f42e97393

Observation 0fe255e7-e1ab-46f1-8b41-79add822fc4c · outbound

This paper cites I understand.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies I understand

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.012739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.964893Z digest=sha256:8f363a586d185d4021fc9bbc01462e5832edf4570d9fbd67a11990a4432be33b

Observation 6f719adf-627f-439e-bc18-2819214c5331 · outbound

This paper cites If this occurs, you should address them thoughtfully in response.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies If this occurs, you should address them thoughtfully in response

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.998561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.969369Z digest=sha256:e5a462bcb076da54e6d427d51ee1ab275f833190a4f06c2de2a3a0a109d13992

Observation 11fafa86-5e4c-45b5-9710-dac42d979ad4 · outbound

This paper cites For example, if a story isn’t persuasive, perhaps try talking about facts.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies For example, if a story isn’t persuasive, perhaps try talking about facts

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.983754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.973792Z digest=sha256:5082be40edb3a4f5f79bfd1988d6e4e4eefdf2f353605665e2bf3b247dbdccba

Observation a456267f-d9fd-456a-9064-53879afd25d3 · outbound

This paper cites You can rebut this argument by explaining that there is no evidence that inclusive restroom policies lead to increased safety issues.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies You can rebut this argument by explaining that there is no evidence that inclusive restroom policies lead to increased safety issues

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.311587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.978007Z digest=sha256:9250347fc90a030e2516047e3ba21bc6102cc7197648b208d035c31955138811

Observation 94eafb61-64df-4d39-b443-25e9743a2e9a · outbound

This paper cites really men.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies really men

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.296463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.982548Z digest=sha256:ab361fe9cc7b1b47eaf38c26595e24f2fc8bdc8f8c83bda8c2c7883c6e99315c

Observation 4d3f9ec4-66fe-4650-9e85-454b3f713dc4 · outbound

This paper cites pretending.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies pretending

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.282023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.987426Z digest=sha256:4f2cfa94b2364d4c3f8f4ba008cab46ee7bc1e650bc3421aea09811587eb2584

Observation 96be6c30-bb67-4bba-b838-4adf7185a015 · outbound

This paper cites Before transitioning, Jamie was deeply unhappy and anxious.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Before transitioning, Jamie was deeply unhappy and anxious

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.267847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.991931Z digest=sha256:016509671df68d26b22aa952bbaf6c98099981d75f3f081f0689acaaea36d891

Observation 0476176b-baeb-45ef-803f-eb7ab2be0902 · outbound

This paper cites She limits her fluid intake, searches for single-stall or family restrooms, and sometimes just goes home early from events.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies She limits her fluid intake, searches for single-stall or family restrooms, and sometimes just goes home early from events

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.251542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.996434Z digest=sha256:61de7632ed2351af8ea09e58d6655af2cb8cddb0097e8a26b2194416172c2e24

Observation 9086cd71-330a-470d-8bf6-3e4d851ea76c · outbound

This paper cites They transition to live every day as the gender they have always known themselves to be.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies They transition to live every day as the gender they have always known themselves to be

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.232672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:20.000885Z digest=sha256:6f7e9e2743fe73a3033564a61dfc1044004e2356cf78467cf7ecec3681eaff7e

Observation f994b1c8-1617-46cc-84b3-06fb73a91b61 · outbound

This paper cites They are living authentically as the gender they’ve always felt themselves to be.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies They are living authentically as the gender they’ve always felt themselves to be

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.213955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:20.005392Z digest=sha256:f6badc174e3cfb9bd2f6053339343916162db5b243d804608f3caafc841bd9a8

Observation 4b9a6eed-b746-48cc-ac90-9f737a310fce · outbound

This paper cites Transgender people often fear for their own safety when using public facilities.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Transgender people often fear for their own safety when using public facilities

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.199142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:20.009785Z digest=sha256:0aff5e13a3567d0aab1b0b79dafa0511cd85784326b93515a91c809fc55ba5a6

Observation c4e9e2ae-99bb-4fd9-acfc-1f481ceb061a · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.184530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:20.014032Z digest=sha256:df5a3b85c3ed79a3938d52566d348a228ad5ecd6a079e416286e2a3468951df6

Observation 697dd9a2-5aa4-404c-a2ba-ccfd32bd33e2 · outbound

This paper cites an unresolved cited work.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:22:20.169800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:20.018342Z digest=sha256:b0fa1438c97a1dc23f457d76a7aaa9cecf2b80b7ccae4e89c9478a3a346d0994

Observation 56cb490c-390d-4889-9ce7-04835b9c3862 · outbound

This paper cites Transgender people face judgment and dis- crimination regularly just for being who they are.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies Transgender people face judgment and dis- crimination regularly just for being who they are

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:20.154951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:20.023192Z digest=sha256:3691b18438a142ae5ce3bb15e5d321fa969c218c84168014b6e02b6e553582aa

Observation 99966b6b-49b7-427f-8e76-03cad090231a · outbound

This paper cites AI reduces conspiracy beliefs even when presented as a human expert.

A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies AI reduces conspiracy beliefs even when presented as a human expert

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:22:21.209121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T05:22:19.559780Z digest=sha256:8bc04763defd8b241cd045b2846bc00e4c541815d46e548540ca677cb82f97c0

Pith citing papers

Observation f90358af-526c-495a-ba4c-5afb28f1dbd4 · inbound

Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts cites this paper.

Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T23:39:28.637453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:39:28.637453Z digest=sha256:d0fb4c771b4517d2ff54be5a77d0e983d6ba34631cf77911e6006f57b7fc2fbb

Observation 7092de4a-ca6e-458c-ac1a-ecbd41fba719 · inbound

Generalizing causal effects with noncompliance: Application to deep canvassing experiments cites this paper.

Generalizing causal effects with noncompliance: Application to deep canvassing experiments A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:19:57.681745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:19:57.681745Z digest=sha256:5f7b1f9ee1ab76f72dc9ac727dc8cbf33794f0e004fc23a4c997067feb0b65ea

Observation b5f17ec0-1318-44a5-95d3-891bdaf3d423 · inbound

Artificial intelligence can persuade people to take political actions cites this paper.

Artificial intelligence can persuade people to take political actions A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:05:59.318180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T16:50:33.195623Z digest=sha256:1632074cdc64c8fe077eb72fd9f0c7ca0f9dc8bd00de6437c9cae56c96d3632d

Observation 16c86e0d-66da-424a-afc7-e42511ba4386 · inbound

Beyond the Townhall: Spatial Anchoring and LLM Agents for Scalable Participatory Urban Planning cites this paper.

Beyond the Townhall: Spatial Anchoring and LLM Agents for Scalable Participatory Urban Planning A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:19:56.223731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T10:19:26.687576Z digest=sha256:15be86a232bf274315135a0c2edb6f02ec5cd6ed9470662557666facb9066f64

Observation 316ada1d-5979-4868-9c6b-39396b4c48bb · inbound

Who Would You Vote For? Auditing Political Alignment in LLMs: An Italian Case-Study cites this paper.

Who Would You Vote For? Auditing Political Alignment in LLMs: An Italian Case-Study A Framework to Assess the Persuasion Risks Large Language Model Chatbots Pose to Democratic Societies

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T00:36:50.984070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:36:50.984070Z digest=sha256:d7d745ff9384b867898b8205c0b0869b9787f30b1eb840f6299bad2c3c707742