Paper Citation Record · LEDGER

AI and the Future of Digital Public Squares

As of 14 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 5 inbound Pith citation observations for arXiv:2412.09988.

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

pith.paper-citation-record.v1
2412.09988 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:31:58.636900Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:57:44.749525Z

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

55 of 55 outbound references displayed

verified exact21
verified fuzzy8
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 049f02d4-99b3-4209-a8b4-0d05bb47efa2 · outbound

This paper cites The Illusion of Artificial Inclusion,.

AI and the Future of Digital Public Squares The Illusion of Artificial Inclusion,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.346592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fade30df-b447-4f8b-8461-ff716c93745e · outbound

This paper cites STaR-GATE: Teaching Language Models to Ask Clarifying Questions.

AI and the Future of Digital Public Squares STaR-GATE: Teaching Language Models to Ask Clarifying Questions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.357120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ed8f423-8a73-45a7-b86e-2e4ee901b466 · outbound

This paper cites AppealMod: Inducing Friction to Reduce Moderator Workload of Handling User Appeals.

AI and the Future of Digital Public Squares AppealMod: Inducing Friction to Reduce Moderator Workload of Handling User Appeals

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.363112Z

Source-reported events for the cited work

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Observation eb6b4c31-fbdc-4ae8-a1f1-7a05412cb71f · outbound

This paper cites Using Artificial Intelligence to Accelerate Collective Intelligence: Policy Synth and Smarter Crowdsourcing.

AI and the Future of Digital Public Squares Using Artificial Intelligence to Accelerate Collective Intelligence: Policy Synth and Smarter Crowdsourcing

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:31:59.695893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4363d7d3-f4ca-4e0f-bbf5-c5f1785da831 · outbound

This paper cites https://compdemocracy.org/Case-studies/2018-kentucky/.Brennan, Jason, and Helene Landemore.

AI and the Future of Digital Public Squares https://compdemocracy.org/Case-studies/2018-kentucky/.Brennan, Jason, and Helene Landemore

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:32:00.040783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e030da87-9541-41f0-a35c-196d01220db5 · outbound

This paper cites Civic Signals.

AI and the Future of Digital Public Squares Civic Signals

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:32:00.011990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c2f9179d-1b5d-4cdd-96b9-166369beb067 · outbound

This paper cites What We Know About Using Non-Engagement Signals in Content Ranking.

AI and the Future of Digital Public Squares What We Know About Using Non-Engagement Signals in Content Ranking

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.408146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 968faf99-46f3-46af-9319-6980602dbfd7 · outbound

This paper cites Political Sectarianism in America.

AI and the Future of Digital Public Squares Political Sectarianism in America

Reference 14

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.943260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2752d4ff-bc23-43c0-b575-e5c5389dc176 · outbound

This paper cites What Teams Do: Exploring Volunteer Content Moderation Team Labor on Facebook.

AI and the Future of Digital Public Squares What Teams Do: Exploring Volunteer Content Moderation Team Labor on Facebook

Reference 16

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.923660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b8832b57-b464-4e9f-a9bd-c64a2c8f648a · outbound

This paper cites A Mixed-Methods Approach to Co-Designing Seabass Regulations.

AI and the Future of Digital Public Squares A Mixed-Methods Approach to Co-Designing Seabass Regulations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:31:59.994980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78a643ce-3047-453d-b99b-c12e02f2f9a8 · outbound

This paper cites Can Deliberation Reduce Political Misperceptions? Findings from a Deliberative Experiment on Immigration.

AI and the Future of Digital Public Squares Can Deliberation Reduce Political Misperceptions? Findings from a Deliberative Experiment on Immigration

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.905902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cd18a6a4-d18b-42e5-b6f1-3550a998230d · outbound

This paper cites Content Moderation by LLM: From Accuracy to Legitimacy.

AI and the Future of Digital Public Squares Content Moderation by LLM: From Accuracy to Legitimacy

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.441993Z

Source-reported events for the cited work

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Observation 75592954-2335-4eac-97ea-ff437cc8d184 · outbound

This paper cites Does Transparency in Moderation Really Matter?.

AI and the Future of Digital Public Squares Does Transparency in Moderation Really Matter?

Reference 22

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.864546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb02610f-52b8-4385-8644-8b5b14e72cc7 · outbound

This paper cites Decentralizing Platform Power: A Design Space of Multi-Level Governance in Online Social Platforms.

AI and the Future of Digital Public Squares Decentralizing Platform Power: A Design Space of Multi-Level Governance in Online Social Platforms

Reference 23

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.847971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6b4b936b-c5f7-4706-bf4d-37c220cc667b · outbound

This paper cites Designing Word Filter Tools for Creator-Led Comment Moderation.

AI and the Future of Digital Public Squares Designing Word Filter Tools for Creator-Led Comment Moderation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:31:59.962787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74d81c23-242d-4bcf-bd26-73d0d0b5414a · outbound

This paper cites Classifying Constructive Comments.

AI and the Future of Digital Public Squares Classifying Constructive Comments

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:31:59.622629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06e5b0ca-3bc7-4b63-b2db-f28691b06216 · outbound

This paper cites Democratic Policy Development using Collective Dialogues and AI.

AI and the Future of Digital Public Squares Democratic Policy Development using Collective Dialogues and AI

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.470896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f30137e-e950-45b0-9112-0163cef79d18 · outbound

This paper cites Watch Your Language: Investigating Content Moderation with Large Language Models.

AI and the Future of Digital Public Squares Watch Your Language: Investigating Content Moderation with Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.484793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 848e8211-4479-4cdc-8525-dc8d57bea9d2 · outbound

This paper cites The Unsung Heroes of Facebook Groups Moderation: A Case Study of Moderation Practices and Tools.

AI and the Future of Digital Public Squares The Unsung Heroes of Facebook Groups Moderation: A Case Study of Moderation Practices and Tools

Reference 29

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.812267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1bad18d6-645b-49a1-bb3a-e7b5ba9fee28 · outbound

This paper cites PyTorch-BigGraph: A Large-scale Graph Embedding System.

AI and the Future of Digital Public Squares PyTorch-BigGraph: A Large-scale Graph Embedding System

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:31:59.549639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation afcf43c9-252b-4c3b-868c-9c8834c96685 · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:31:59.947350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 63f0210c-742c-4ef5-83cd-34c0b3ccfb56 · outbound

This paper cites Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data.

AI and the Future of Digital Public Squares Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.505995Z

Source-reported events for the cited work

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Observation b24b2284-98ae-4656-9a4b-0c27e29f964e · outbound

This paper cites Study Results: Reducing the Silencing Role of Harassment in Online Feminism Discussions.

AI and the Future of Digital Public Squares Study Results: Reducing the Silencing Role of Harassment in Online Feminism Discussions

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:31:59.932409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c856a6d-50ba-430d-88f7-c0e407badf82 · outbound

This paper cites The Civic Labor of Volunteer Moderators Online.

AI and the Future of Digital Public Squares The Civic Labor of Volunteer Moderators Online

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.523735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a369a9-4a6b-40ab-86bc-3c54c5df4fc0 · outbound

This paper cites LLM Intelligent Agent Tutoring in Higher Education Courses Using a RAG Approach,.

AI and the Future of Digital Public Squares LLM Intelligent Agent Tutoring in Higher Education Courses Using a RAG Approach,

Reference 35

Resolution: verified exact; raw_fallback, observed 2026-08-11T16:31:59.490348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c5ccd55-a64e-4e7f-9394-f6655a96881b · outbound

This paper cites Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives.

AI and the Future of Digital Public Squares Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.534556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d5c400b-ccb5-497a-b7da-2f295421a560 · outbound

This paper cites 'Generative CI' through Collective Response Systems.

AI and the Future of Digital Public Squares 'Generative CI' through Collective Response Systems

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.540175Z

Source-reported events for the cited work

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Observation 7367645d-7261-4776-86fe-d172d2c41389 · outbound

This paper cites Bridging Systems: Open Problems for Countering Destructive Divisiveness across Ranking, Recommenders, and Governance.

AI and the Future of Digital Public Squares Bridging Systems: Open Problems for Countering Destructive Divisiveness across Ranking, Recommenders, and Governance

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.545225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2575fb7f-886c-49ca-b53a-d97a9eb4c1a0 · outbound

This paper cites Vontobel, and R.

AI and the Future of Digital Public Squares Vontobel, and R

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:31:59.917869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bff976a4-feaf-46b6-9692-fd78a865bc28 · outbound

This paper cites Breaking reCAPTCHAv2.

AI and the Future of Digital Public Squares Breaking reCAPTCHAv2

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:31:59.299285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 64cd2811-9db9-42fb-bdcb-411cb27d3adc · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:31:59.902555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 300bf657-898a-4a0a-8272-029978bcac2e · outbound

This paper cites Re-Ranking News Comments by Constructiveness and Curiosity Significantly Increases Perceived Respect, Trustworthiness, and Interest.

AI and the Future of Digital Public Squares Re-Ranking News Comments by Constructiveness and Curiosity Significantly Increases Perceived Respect, Trustworthiness, and Interest

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:31:59.260544Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 015bbd07-e5ea-435f-a2f8-665a357b1963 · outbound

This paper cites Policy Brief. Defending Democracy with Deliberative Technology,.

AI and the Future of Digital Public Squares Policy Brief. Defending Democracy with Deliberative Technology,

Reference 43

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.780254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9b3da9a0-6659-4485-aabd-ade49006e38a · outbound

This paper cites Why Do Volunteer Content Moderators Quit? Burnout, Conflict, and Harmful Behaviors.

AI and the Future of Digital Public Squares Why Do Volunteer Content Moderators Quit? Burnout, Conflict, and Harmful Behaviors

Reference 44

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.763328Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ab1e55f8-bd06-4b03-83e2-43bddc0cd3e7 · outbound

This paper cites The Social Roles of Bots.

AI and the Future of Digital Public Squares The Social Roles of Bots

Reference 45

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.747790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2d47a8ff-190f-4dcf-8d64-6a05ca3a4fd8 · outbound

This paper cites Polis: Scaling Deliberation by Mapping High Dimensional Opinion Spaces.

AI and the Future of Digital Public Squares Polis: Scaling Deliberation by Mapping High Dimensional Opinion Spaces

Reference 46

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.731872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f84d0d52-15a3-4894-99f6-4a2133998008 · outbound

This paper cites Opportunities and Risks of LLMs for Scalable Deliberation with Polis.

AI and the Future of Digital Public Squares Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.590717Z

Source-reported events for the cited work

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Observation 197b4891-52b6-4608-9e65-58cbf70744e5 · outbound

This paper cites How will advanced AI systems impact democracy?.

AI and the Future of Digital Public Squares How will advanced AI systems impact democracy?

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.601850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd110d71-8701-4ed3-93bf-c8c07a5d46ac · outbound

This paper cites AI Can Help Humans Find Common Ground in Democratic Deliberation.

AI and the Future of Digital Public Squares AI Can Help Humans Find Common Ground in Democratic Deliberation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.606905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4faea1ce-0781-4f90-9a90-f62ce89c51c3 · outbound

This paper cites Perceptions of Moderators as a Large-Scale Measure of Online Community Governance.

AI and the Future of Digital Public Squares Perceptions of Moderators as a Large-Scale Measure of Online Community Governance

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.612812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae72dc87-0521-4d13-960e-680b8e53444b · outbound

This paper cites Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation.

AI and the Future of Digital Public Squares Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.618286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 548228d8-2549-4220-82fe-bd627f15b2b3 · outbound

This paper cites RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization.

AI and the Future of Digital Public Squares RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization

Reference 53

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.685074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1eb49d8e-7fcc-4674-9f3e-d442e3e4243a · outbound

This paper cites New contexts, old heuristics: How young people in India and the US trust online content in the age of generative AI.

AI and the Future of Digital Public Squares New contexts, old heuristics: How young people in India and the US trust online content in the age of generative AI

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.631410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff5df17a-cee1-41c8-81a2-5c2a26a26b30 · outbound

This paper cites PolicyKit: Building Governance in Online Communities.

AI and the Future of Digital Public Squares PolicyKit: Building Governance in Online Communities

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.636900Z

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Unavailable: canonical work link unavailable.

Observation 9fdd656a-9eba-4c4c-a4b3-28b9fc1d018d · outbound

This paper cites Bowling Green 2018 Case Study.

AI and the Future of Digital Public Squares Bowling Green 2018 Case Study

Reference 2000

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:32:00.061743Z

Source-reported events for the cited work

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Observation d4692dc1-53a7-4d04-b4aa-867e3a4aa67f · outbound

This paper cites What Is a Flag for? Social Media Reporting Tools and the 34 Vocabulary of Complaint.

AI and the Future of Digital Public Squares What Is a Flag for? Social Media Reporting Tools and the 34 Vocabulary of Complaint

Reference 2014

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.960149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation faf372c8-d264-4f63-9730-58fa8a46a3a1 · outbound

This paper cites Like, Recommend, or Respect? Altering Political Behavior in News Comment Sections.

AI and the Future of Digital Public Squares Like, Recommend, or Respect? Altering Political Behavior in News Comment Sections

Reference 2016

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.714976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4e358e32-79e5-4480-bd1f-7b5ed6acec34 · outbound

This paper cites Managing Disruptive Behavior through Non-Hierarchical Governance.

AI and the Future of Digital Public Squares Managing Disruptive Behavior through Non-Hierarchical Governance

Reference 2017

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.830978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d759f96-2a42-4dda-9416-12a66afb9b84 · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 2018

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:32:00.095733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a6e78ead-a1ef-4c92-b9dc-2b2b91fc4e24 · outbound

This paper cites Human-Machine Collaboration for Content Regulation.

AI and the Future of Digital Public Squares Human-Machine Collaboration for Content Regulation

Reference 2019

Resolution: verified exact; doi, observed 2026-08-11T16:31:58.883384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c1edc2f3-1a53-4abf-91e5-4600647a64d6 · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:32:00.079023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf22b6ba-0063-46ef-aa36-919ab66fed44 · outbound

This paper cites What We Can’t Measure, We Can't Understand.

AI and the Future of Digital Public Squares What We Can’t Measure, We Can't Understand

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.352058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80481479-dc9e-47e7-a951-581dddc3b4f3 · outbound

This paper cites Siddarth, L.

AI and the Future of Digital Public Squares Siddarth, L

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:31:59.978473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b3867a0a-813d-4abc-8b2d-2e72287de2a1 · outbound

This paper cites Generative Social Choice.

AI and the Future of Digital Public Squares Generative Social Choice

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.418289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2157dd8-9c60-47a8-9575-070c14cf4285 · outbound

This paper cites Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online.

AI and the Future of Digital Public Squares Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T16:31:58.341120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2c148ff4-a99a-4979-baa6-8e5f22d1037c · inbound

Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work cites this paper.

Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work AI and the Future of Digital Public Squares

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T20:57:44.749525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7f93b93-a42e-4d1d-86ec-645620b60151 · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:10:01.771132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8ed6fadf-4066-4b96-ac6d-63f9d0fb33f0 · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-27T01:20:21.039762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ff66f38e-1ef0-4588-83a8-cdda221bd955 · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:49:52.961389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6f0b10d-20f4-42a4-952b-f1289e5f519c · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-26T05:59:03.384229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.