Paper Citation Record · LEDGER

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis

As of 22 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2606.00005.

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

pith.paper-citation-record.v1
2606.00005 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T17:56:39.720418Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d243655e-8e60-4945-8684-8c7705838e45 · outbound

This paper cites an unresolved cited work.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2ccfd2b-6502-4400-9d0a-2d42449f3549 · outbound

This paper cites MaxMin-RLHF: Alignment with Diverse Human Preferences.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis MaxMin-RLHF: Alignment with Diverse Human Preferences

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1869825f-dfd1-4efb-8260-fe495e427058 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 882a3157-f21a-4e9e-a5cf-b87d2c1fcdfc · outbound

This paper cites Alignment faking in large language models.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Alignment faking in large language models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a19ca39c-4588-478b-b056-f639635aae6d · outbound

This paper cites Debating with More Persuasive LLMs Leads to More Truthful Answers.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Debating with More Persuasive LLMs Leads to More Truthful Answers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc999ee8-daf5-44e8-b90e-f9882bc79575 · outbound

This paper cites Understanding the Effects of RLHF on LLM Generalisation and Diversity.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe1e6c3-4131-49be-a26f-f72d42d97793 · outbound

This paper cites an unresolved cited work.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2636489-93cd-489d-9be1-8a471c982b76 · outbound

This paper cites Whose Opinions Do Language Models Reflect?.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Whose Opinions Do Language Models Reflect?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75df786a-e160-40c6-b167-9dd4082c93e5 · outbound

This paper cites Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da74cf5a-b082-4846-9dfd-b85ed6ea6794 · outbound

This paper cites Xie, J., et al.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Xie, J., et al

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d06b29-b17b-4200-9d58-0bdbe43e2800 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d59c2a0a-d445-4d6f-a69d-426fde30cc9b · outbound

This paper cites an unresolved cited work.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Unresolved cited work

Reference 12

Resolution: parse uncertain; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.