Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T15:35:50.774974Z
Paper Citation Record · LEDGER
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network
As of 25 July 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2603.07880.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-24T06:31:00.690269+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T17:14:55.326173Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-01T15:15:47.415265Z
Reference resolution
59 of 59 outbound references displayed
- verified exact27
- verified fuzzy26
- unresolved0
- parse uncertain0
- malformed identifier3
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9c6ca44a-2465-48cd-a0bd-11893959b524 · outbound
This paper cites IDC FutureScape: Worldwide artificial intelligence and generative AI 2025 predictions.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network IDC FutureScape: Worldwide artificial intelligence and generative AI 2025 predictions
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.160677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation bdd7c42f-c710-49c7-8443-5e3ff62dc5c6 · outbound
This paper cites an unresolved cited work.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Unresolved cited work
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.173498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 304d2f37-69a4-4978-96aa-40b54c96daf7 · outbound
This paper cites The military’s use of AI, explained.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network The military’s use of AI, explained
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.169565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 2a65c3ea-17a3-4236-b998-96fb0d460f37 · outbound
This paper cites B., Kausik, M.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network B., Kausik, M
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.156723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 6a58365b-f49e-4175-b455-d632e63b1afa · outbound
This paper cites Gartner predicts 40% of enterprise apps will feature task-specific AI agents by 2026.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Gartner predicts 40% of enterprise apps will feature task-specific AI agents by 2026
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.164932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 1ed899dc-ec65-44c5-bded-b915dfec5b23 · outbound
This paper cites Exploring silicon-based societies: An early study of the moltbook agent community,.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Exploring silicon-based societies: An early study of the moltbook agent community,
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.237842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation ea4cbbcb-8a87-4723-9ba2-6217a5c8ae5a · outbound
This paper cites & Zhang, Y.
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.082029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 0f2c384f-70ea-4ee2-a599-122ca86074ec · outbound
This paper cites The anatomy of the Moltbook social graph (2026).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network The anatomy of the Moltbook social graph (2026)
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.151938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 8609cf4a-0198-46da-ade6-7b41dc65813c · outbound
This paper cites MoltNet: Understanding Social Behavior of AI Agents in the Agent-Native MoltBook.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network MoltNet: Understanding Social Behavior of AI Agents in the Agent-Native MoltBook
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.131935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 16df9625-43b0-42b5-ba4d-547a2ed8c5da · outbound
This paper cites Collective behavior of AI agents: the case of Moltbook.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Collective behavior of AI agents: the case of Moltbook
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.125930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 7dfe6c41-3fa1-44ee-a739-f4c38cf93a0e · outbound
This paper cites Preprints.org, doi:10.20944/preprints202603.1060.v1.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Preprints.org, doi:10.20944/preprints202603.1060.v1
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:11.276575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 9439b505-6937-4e8b-83c3-2f0bbe563b43 · outbound
This paper cites 24 Eirini Kalliamvakou, Georgios Gousios, Kelly Blincoe, Leif Singer, Daniel M.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network 24 Eirini Kalliamvakou, Georgios Gousios, Kelly Blincoe, Leif Singer, Daniel M
Reference 12
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T15:36:13.163989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 23cc58c2-f762-4069-b5de-e6c416408355 · outbound
This paper cites 41 Yang Zhang, Yiwen Wu, Tingting Chen, Tao Wang, Hui Liu, and Huaimin Wang.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network 41 Yang Zhang, Yiwen Wu, Tingting Chen, Tao Wang, Hui Liu, and Huaimin Wang
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T15:36:13.095065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a2443dba-2e79-4783-971e-f44705e553da · outbound
This paper cites & Zhang, Y.
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.100527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 1c761556-f2cd-452e-ae80-c1ee273e363c · outbound
This paper cites arXiv preprint arXiv:2602.18832 (2026).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network arXiv preprint arXiv:2602.18832 (2026)
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.113150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation d0d1f65d-ae46-42a4-9e90-e225f22eef64 · outbound
This paper cites Benchmarking Emergent Coordination in Large-Scale LLM Populations: An Evaluation Framework on the MoltBook Archive.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Benchmarking Emergent Coordination in Large-Scale LLM Populations: An Evaluation Framework on the MoltBook Archive
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.220300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation e89fbfbc-e552-487b-85a3-a31e5655a417 · outbound
This paper cites Openclaw: Personal ai assistant.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Openclaw: Personal ai assistant
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.084260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 510070b0-99c7-4568-8151-7350c536b85d · outbound
This paper cites Multi-agent future: Inside meta’s moltbook acquisition (2026).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Multi-agent future: Inside meta’s moltbook acquisition (2026)
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.088240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 5265cc2e-6e18-40de-8135-3dc7c6dc7b66 · outbound
This paper cites Moltbook dataset.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Moltbook dataset
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.147957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 430aa748-beb4-4868-8e11-f8f7c5a1a903 · outbound
This paper cites & Jin, R.
Reference 20
- Resolution
- verified exact
- doi, observed 2026-05-15T15:36:11.271647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 227c7b25-c63f-4a9a-ad13-cf9fcd42aeba · outbound
This paper cites From Language to Action: A Review of Large Language Models as Autonomous Agents and Tool Users.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network From Language to Action: A Review of Large Language Models as Autonomous Agents and Tool Users
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T15:36:13.088555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a83681e5-4828-446c-9ec5-e784b2d0743c · outbound
This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network ReAct: Synergizing Reasoning and Acting in Language Models
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.195557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 50607dac-31c5-43c6-b745-212e9cc498ef · outbound
This paper cites URL https://openreview.net/forum?id= Yacmpz84TH.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network URL https://openreview.net/forum?id= Yacmpz84TH
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.087819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 8124dcea-6d90-48c6-b9f0-6a895392570d · outbound
This paper cites CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.145109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 682edd95-0f37-42d1-94fa-d6c7bf908527 · outbound
This paper cites AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network AgentOrchestra: Orchestrating Multi-Agent Intelligence with the Tool-Environment-Agent(TEA) Protocol
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-29T02:04:54.387951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a652d62f-ae84-46d5-a885-177b1772cc2d · outbound
This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.189450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a73c1f20-6b8e-4e58-a6ba-8d54d11fdd56 · outbound
This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T19:43:27.681706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 5c593489-2db0-4909-a998-48a97da0b1b8 · outbound
This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.157291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 1b65bef8-51ab-4b28-8682-2c658efdaf91 · outbound
This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.183181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation db02bc63-39e1-492b-b885-d843fa664e87 · outbound
This paper cites Generative Agents: Interactive Simulacra of Human Behavior.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Generative Agents: Interactive Simulacra of Human Behavior
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.201781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 273fbdd4-6759-47d0-acf2-40fe2e1f1b9a · outbound
This paper cites Emergent social conventions and collective bias in llm populations.Science Advances, 11(20):eadu9368.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Emergent social conventions and collective bias in llm populations.Science Advances, 11(20):eadu9368
Reference 31
- Resolution
- verified exact
- doi, observed 2026-05-15T15:36:11.285467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 0ceb2ea5-91ca-4c04-aca1-c2f02900ed7c · outbound
This paper cites Characterizing LLM-driven Social Network: The Chirper.ai Case.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Characterizing LLM-driven Social Network: The Chirper.ai Case
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.176628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation f8752d4f-b77e-4299-a5ac-7b2fa424772e · outbound
This paper cites moltbook – the front page of the agent internet.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network moltbook – the front page of the agent internet
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.076198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 6c456d70-c843-46fe-8152-48231ea816d5 · outbound
This paper cites M., Ng, A.
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.131086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 469be253-99b9-42fc-8aba-ebfbb1c5adb5 · outbound
This paper cites Physics Reports 486, 75–174.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Physics Reports 486, 75–174
Reference 35
- Resolution
- verified exact
- doi, observed 2026-05-15T15:36:11.280800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 1e332d54-b36f-4fbe-8d84-71f59d4824af · outbound
This paper cites & Ahn, Y.-Y.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network & Ahn, Y.-Y
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.092079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 52a10842-0c0b-48ae-892b-da3bb840c8b3 · outbound
This paper cites & Golbeck, J.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network & Golbeck, J
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.108377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 4eef8bb2-fe13-4cb8-9168-14e1bff8caf7 · outbound
This paper cites Identifying the social signals that drive online discussions: A case study of Reddit communities.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Identifying the social signals that drive online discussions: A case study of Reddit communities
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.214201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 19b936cb-ff4c-4476-aa16-ceaf311995fb · outbound
This paper cites & Dang-Xuan, L.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network & Dang-Xuan, L
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.139028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 44eb8042-95c5-47c2-b95f-158d576ac505 · outbound
This paper cites Caziot and B.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Caziot and B
Reference 40
- Resolution
- malformed identifier
- doi_truncated, observed 2026-05-15T15:36:11.267932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 7b8dae70-240d-4be7-be0a-70a6b0205887 · outbound
This paper cites J., Wills, J.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network J., Wills, J
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.080144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation dc13e17f-ddfb-4e9e-b14f-e8ef9efd39ef · outbound
This paper cites & Albert, R.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network & Albert, R
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.083939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 4b50831d-65f5-4b4e-bb04-f4084d2d56b7 · outbound
This paper cites an unresolved cited work.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Unresolved cited work
Reference 43
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-15T15:40:10.134889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation aa19d5e8-c5ec-43ae-9cca-5dbfcd6f3040 · outbound
This paper cites & Zhou, T.
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.106751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 0c7fac31-868a-4931-bac0-018daab9bdc6 · outbound
This paper cites The Moltbook illusion: Separating human influence from emergent behavior in AI agent societies (2026).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network The Moltbook illusion: Separating human influence from emergent behavior in AI agent societies (2026)
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.119097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 57b25d79-7407-440b-8857-1a6384ec6711 · outbound
This paper cites Md Motaleb Hossen Manik and Ge Wang.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Md Motaleb Hossen Manik and Ge Wang
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.138618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 95bb9ea9-3e11-4863-b6f1-c09f64695e35 · outbound
This paper cites & DiFranzo, D.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network & DiFranzo, D
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T15:36:13.226411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 46104a2a-e259-4d68-829d-8177a48ee98d · outbound
This paper cites an unresolved cited work.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Unresolved cited work
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.096522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation c49804c7-e136-4645-a889-2ecad8e698db · outbound
This paper cites Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics8440–8451 (2020).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics8440–8451 (2020)
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.103347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation a2164993-a96c-40cd-bed0-00bb7ccad985 · outbound
This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network BERTopic: Neural topic modeling with a class-based TF-IDF procedure
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T15:36:13.232035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 2239b6a7-39d9-440d-86c9-dee4c45e50f1 · outbound
This paper cites an unresolved cited work.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Unresolved cited work
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.062630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation c8c95431-a2e2-43c8-b875-56bc1814bcb6 · outbound
This paper cites an unresolved cited work.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Unresolved cited work
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.053544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 873ac4a7-7c2b-4ae3-81b4-c16d326531e5 · outbound
This paper cites Media topics.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network Media topics
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.152323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 95b16037-57bc-4823-87b7-53c9bd5a1aa4 · outbound
This paper cites More than a feeling: Benchmarks for sentiment analysis accuracy on multipolar data.Proceedings of the AMA Marketing Science Conference(2022).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network More than a feeling: Benchmarks for sentiment analysis accuracy on multipolar data.Proceedings of the AMA Marketing Science Conference(2022)
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.058514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 7f78afcb-eb2a-44a3-9f35-f1ff70714132 · outbound
This paper cites The problem of meaning in primitive languages.The Meaning of Meaning296–336 (1923).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network The problem of meaning in primitive languages.The Meaning of Meaning296–336 (1923)
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.112970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 3b8a5363-2c29-42b9-bb2c-9c4b82339869 · outbound
This paper cites & Dolan, B.
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.143088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation e7322729-c72a-4eee-af21-09cb3060c16f · outbound
This paper cites F.et al.Lost in the middle: How language models use long con- texts.Transactions of the Association for Computational Linguistics12, 157–173 (2024).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network F.et al.Lost in the middle: How language models use long con- texts.Transactions of the Association for Computational Linguistics12, 157–173 (2024)
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.127165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 8921a235-f9bc-4937-99a6-c121e7c09ed4 · outbound
This paper cites J.A Cognitive Theory of Consciousness(Cambridge University Press, 1988).
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network J.A Cognitive Theory of Consciousness(Cambridge University Press, 1988)
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T15:40:10.117675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 85d73815-9cfe-471d-b0ea-9fe9d906e50d · outbound
This paper cites You’re not building the future—you’re debugging your loneliness.
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network You’re not building the future—you’re debugging your loneliness
Reference 59
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-15T15:40:10.122228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Pith citing papers
Observation 250c5d20-9e0d-475b-9e8b-f7925cb35996 · inbound
When Agents Talk: Discourse, Manipulation, and Risk in an Agentic Social Network cites this paper.
When Agents Talk: Discourse, Manipulation, and Risk in an Agentic Social Network What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T15:15:47.416634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.
Observation 394f0ddf-97a4-43a4-a715-9f28426ac6dd · inbound
Attraction, Not Adaptation: How AI Agent Communities Develop Distinct Linguistic Identities cites this paper.
Attraction, Not Adaptation: How AI Agent Communities Develop Distinct Linguistic Identities What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T17:14:57.363617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.