Paper Citation Record · LEDGER

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?

As of 22 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 2 inbound Pith citation observations for arXiv:2510.20963.

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

pith.paper-citation-record.v1
2510.20963 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:25:11.649149Z

measured 14 of 14 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-04T00:25:35.335346Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:29:14.960294Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 858a5af6-81f8-4382-8db7-bb7edaec707e · outbound

This paper cites an unresolved cited work.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.240168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31ec9fa-4066-40b9-a7e6-9093afc9332c · outbound

This paper cites quote”. . . “quote.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? quote”. . . “quote

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.302579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e4e5d3-c5ab-48c1-b950-f93de83bc892 · outbound

This paper cites an unresolved cited work.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.345614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb449146-aed6-4c0b-88fd-6cc7066b1a3a · outbound

This paper cites an unresolved cited work.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.393187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84b62f3c-ab19-4782-9f02-9294ace2a4bf · outbound

This paper cites quote”. . . “quote.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? quote”. . . “quote

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.649149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eab7c43-df0b-42f6-8d28-3044907e2933 · outbound

This paper cites an unresolved cited work.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.445632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dba71d6-8bfa-4e8b-8303-cbde24988438 · outbound

This paper cites If a test fails on your side, plan a revision or boundary condition.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? If a test fails on your side, plan a revision or boundary condition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.494358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1c0a29-daaa-4549-bcc2-adf2daab3b87 · outbound

This paper cites ”/quote” (no repetition; aim for new quotes).

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? ”/quote” (no repetition; aim for new quotes)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.556055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f5976b-aca1-4c8e-b715-ab4c3bebdfb6 · outbound

This paper cites an unresolved cited work.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.591227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ec7d4ea-8cf1-4fec-9f23-f7fd088bce28 · outbound

This paper cites Mixtral of Experts.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? Mixtral of Experts

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.202346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 909c1da0-dc03-4feb-afab-073761fbf721 · outbound

This paper cites AI safety via debate.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? AI safety via debate

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.062527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbf795db-b5d1-44c1-9218-68e9a62c5cb7 · outbound

This paper cites Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform? Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T08:25:11.137413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9598a331-efe8-4e8a-9b5b-7813fc38bae9 · inbound

AIVV: Neuro-Symbolic LLM Agent-Integrated Verification and Validation for Trustworthy Autonomous Systems cites this paper.

AIVV: Neuro-Symbolic LLM Agent-Integrated Verification and Validation for Trustworthy Autonomous Systems When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-15T02:21:58.021607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 83aa0e4c-2120-4892-a97d-5ac8e61a9c1b · inbound

Collaborative Disagreement Resolution for Scalable Oversight cites this paper.

Collaborative Disagreement Resolution for Scalable Oversight When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-15T02:21:58.021607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.