Paper Citation Record · LEDGER

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems

As of 5 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 6 inbound Pith citation observations for arXiv:2601.14230.

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

pith.paper-citation-record.v1
2601.14230 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:21:09.198352Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T15:22:03.044613Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T13:16:58.879920Z

Reference resolution

51 of 51 outbound references displayed

verified exact4
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb3bc88d-44ec-4d0d-8db7-73f124aaa247 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Constitutional AI: Harmlessness from AI Feedback

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:03.985526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d3f34b-cf22-4476-b0e1-45c2e2a2358d · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.108764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def3b04f-98a3-4c04-aff0-fe4e7de8d213 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.281604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 492ddbf4-7cbb-46e1-836c-ddc3d2d7ce52 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.362886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64038237-2595-431f-b500-8bb1e5cbbbea · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.486062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9639b090-f4f6-4f05-9323-aae1e655e141 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.604329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ccd5620-f829-473b-8ed5-a505aab06b7f · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.710267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf24f26c-6588-440f-8249-7fb748d38388 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.841842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a8f32f7-198e-4d6a-afd2-60ce39aeffa0 · outbound

This paper cites Jung, Nicola Dell, Deborah Estrin, and James A.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Jung, Nicola Dell, Deborah Estrin, and James A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:04.952403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de5ee9d2-b724-4ecf-aed9-109c02c13490 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:05.157302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f89c362d-665d-48e3-8735-1d5b903cf8a6 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-03T09:23:26.400638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 95f9aa98-cc82-4e63-a046-c4945310732d · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:05.326789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc645ad-3660-4d87-b84e-8d5ce68a088d · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:05.449484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2690eab0-087b-46b0-b723-646cff556401 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:05.517127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34be0dca-79ad-419c-87b1-7563a94c3e2e · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:05.620790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaba0022-1657-400b-b996-95a2d3db8af0 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:05.726664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9cd0bc4-9961-4451-aa36-1cd06a13ab52 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:05.874962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cab60cba-23cd-45e5-a0ce-de86e91f82fa · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:06.002639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456797bc-8cd3-42f4-81b0-754e17ba03ae · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-03T09:23:26.230785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation df9a98df-28d1-4e74-9861-5cbe4a85aa68 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:06.177480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db0ee7e5-ba52-4fa2-9fda-7dde299e9080 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:06.336808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43183096-3623-4a3b-b0ce-02de704d6309 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:06.478628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5bd75f-2890-4903-acc6-9cd3cb79f3c0 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:06.678993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce451be8-b0d7-4c61-922f-efab7312623e · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:06.925522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a4214ac-a1f1-4f2c-a53d-c814111c6412 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.044827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f428c74-70db-4968-bb1d-51b83dda35a3 · outbound

This paper cites Project Riley: Multimodal Multi-Agent LLM Collaboration with Emotional Reasoning and Voting.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Project Riley: Multimodal Multi-Agent LLM Collaboration with Emotional Reasoning and Voting

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-03T09:23:26.073733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b14c72aa-e059-4f87-9055-9e273f397b65 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems MemGPT: Towards LLMs as Operating Systems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.253771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6571797f-77b5-47a0-a5b1-43a79a02993b · outbound

This paper cites Bernstein.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Bernstein

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.440709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b929a8b0-8574-4bc2-8ff6-517e49871e59 · outbound

This paper cites Bernstein.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Bernstein

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.561656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation defce8d7-3078-4bea-ac24-7663ff6d3946 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.646825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2766999f-b8a1-4d39-bb57-8d1e2f9c5b3b · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.752341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5243bf-c93e-43ac-98ab-de11d642cc9b · outbound

This paper cites Sahakian and Christelle Langley.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Sahakian and Christelle Langley

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.824559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a0602b5-19e5-4c53-a20b-2df2363b3be1 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.890988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 419d1acc-1671-4097-a735-1db30288166d · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:07.997937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d728b14-dad4-4660-9047-869fe8f71292 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.047459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8370192c-c88c-44e1-849c-8b34710d96b3 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-08-03T09:23:25.878254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dffa82ff-8625-4c14-86dd-8f88e245b83e · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.186465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd6d929-259b-4c93-8c1a-864ac9406379 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.234419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baab571a-da76-4f3d-a58f-a08828763571 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.291827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34f4899f-138d-4fbe-b099-340c705b4584 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.353036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d28ba5-2276-42fb-9153-30f6c72362c7 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.466635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c12acea7-3c7c-4bef-898c-73b300f2ff46 · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.552992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab7fd69-e1a1-4cff-a28d-92fddcd1520d · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.607181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 317a7075-6d10-4a93-aeae-2cd83fc558be · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.700340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02704218-aa39-4af1-ad47-3fd858eac0ec · outbound

This paper cites Qwen3 Technical Report.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Qwen3 Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.770432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b064a97-3324-45af-9e2e-2776bb15d43f · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.829482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a73e5e2-3021-4431-a1ec-a338520b2dfa · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.921906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18e0b49-a962-445e-afcb-a6c641f2969e · outbound

This paper cites an unresolved cited work.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:08.983901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383975d6-e3ae-48ce-8302-292a30c50e40 · outbound

This paper cites Characterizing LLM-driven Social Network: The Chirper.ai Case.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems Characterizing LLM-driven Social Network: The Chirper.ai Case

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:09.038985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a06f63-7c83-4525-9d00-c21984dffb62 · outbound

This paper cites online" 'onlinestring :=.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems online" 'onlinestring :=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:09.130257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ec5cd0-e52e-4e58-9819-55f8d75f7268 · outbound

This paper cites write newline.

MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems write newline

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:09.198352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bfd168d1-2351-4024-9620-cb914da70fa9 · inbound

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models cites this paper.

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-02T02:04:13.222420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 19ca7aab-eeb8-4445-96c9-b8665d94bdeb · inbound

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models cites this paper.

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-02T02:04:13.222420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ed523a5b-488b-412a-a0ab-fd4baa99d464 · inbound

TextReg: Mitigating Prompt Distributional Overfitting via Regularized Text-Space Optimization cites this paper.

TextReg: Mitigating Prompt Distributional Overfitting via Regularized Text-Space Optimization MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-02T02:04:13.222420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3a88e67c-f6d8-41d6-96ac-dc1e4a8f7b27 · inbound

CultivAgents: Cultivating Relationship-Centered Multi-Agent Systems for Personalized Gardening cites this paper.

CultivAgents: Cultivating Relationship-Centered Multi-Agent Systems for Personalized Gardening MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-02T02:04:13.222420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1ba60eac-5cf7-4e75-b873-0dc795ed9116 · inbound

Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity cites this paper.

Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems

Reference 56

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T22:26:17.987904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 64416487-024f-44cf-96e8-f2709bee19e2 · inbound

CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments cites this paper.

CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems

Reference 101

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T13:16:58.881143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.