Paper Citation Record · LEDGER

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2412.13471.

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

pith.paper-citation-record.v1
2412.13471 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:10:19.149540Z

measured 37 of 37 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:04.675448Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:46:06.295234Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy5
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7342440a-a1b8-466a-b3c4-5d0633df3f0f · outbound

This paper cites GPT-4 Technical Report.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.007349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9390ee86-a5d9-4451-bedf-148ca9ffb44d · outbound

This paper cites Foundational Challenges in Assuring Alignment and Safety of Large Language Models.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Foundational Challenges in Assuring Alignment and Safety of Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.011861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f9c7e43-e417-461c-8daa-c6a1f676446f · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.016429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa23514-9e2e-4fb6-8451-4b7028d31bfe · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Constitutional AI: Harmlessness from AI Feedback

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.021278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cf19c70-266d-4083-8d20-fd9c6e77feba · outbound

This paper cites R.; Christodorescu, M.; Datta, A.; Feizi, S.; et al.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates R.; Christodorescu, M.; Datta, A.; Feizi, S.; et al

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:10:19.718510Z

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 ea299127-cecd-4343-8176-075e1158c3bc · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:10:19.706035Z

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 854d6fa7-31b1-4fc8-9811-d81f7c427a3b · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.034795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ac253b2-9734-4efa-bcb8-dce38d8e9b20 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.693185Z

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 72d8338f-f115-4824-9e5a-3406cae04a30 · outbound

This paper cites E.; et al.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates E.; et al

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:10:19.680628Z

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 24d61e7e-50c8-4c9b-af21-12c97ac3400d · outbound

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

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.046903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0a5d18-48c1-4973-afcf-df33f171cc54 · outbound

This paper cites B.; and Mordatch, I.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates B.; and Mordatch, I

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:10:19.668402Z

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 38102879-e3d4-4953-a46a-ecf3fd38cb77 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.655934Z

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 89c7bbd9-92ce-49a6-9438-d8878124d5ce · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.644080Z

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 002148a4-63e9-4011-b651-cfe92d667374 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.632414Z

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 1f8240c4-8397-45b7-9adf-fec35bfb660a · outbound

This paper cites Aligner: Efficient Alignment by Learning to Correct.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Aligner: Efficient Alignment by Learning to Correct

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.068258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5f9f802-8654-47a0-8db8-68623d0c75eb · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.620676Z

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 c52a1ee0-c887-4818-8716-e5782367fd25 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.608548Z

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 b65e94f1-4acf-4ff2-9590-75eb252ae907 · outbound

This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.080785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38f62261-4e20-4501-b1eb-07d26eadc371 · outbound

This paper cites Improving Multi-Agent Debate with Sparse Communication Topology.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Improving Multi-Agent Debate with Sparse Communication Topology

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.084637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973c5704-1568-4b14-944c-564a7c5f795a · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.088858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6c1c4f8-70db-4dd4-8302-fecb4cc85420 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.595302Z

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 99a0c93f-cd5a-431d-a8cd-ec2d00dd1acd · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.580388Z

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 3d9f52a7-93a8-4d86-a7c4-8adea81a6682 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.567867Z

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 d548f94f-9e4c-4c05-92e8-017f89615343 · outbound

This paper cites D.; Ermon, S.; and Finn, C.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates D.; Ermon, S.; and Finn, C

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:10:19.555174Z

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 9dc28166-fb0c-475c-aae4-154e1725a122 · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Towards Expert-Level Medical Question Answering with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.107514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d5457c-864c-4586-8838-29fa80067e77 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.543428Z

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 eae7e813-465d-4a12-9b83-b4da6bbd18ec · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates LLaMA: Open and Efficient Foundation Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.116197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5150b9aa-1ab6-477f-a1ad-823a222c5c1e · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.529697Z

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 d3aac748-e286-4fba-b391-f2d7d185dc93 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.517537Z

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 7f40a7d3-ffaa-447f-8efa-b82216fb20a0 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.504406Z

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 5237a962-e3ae-40e7-8662-04e4b708b0b7 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.131820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5f1201-ba5d-47d8-93db-ba3921266a3f · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.492681Z

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 37fe8436-7a6c-428e-9856-a3c7190d7888 · outbound

This paper cites an unresolved cited work.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:10:19.480737Z

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 0e2e473b-25c3-4919-a66c-346804fe8229 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates , " * write output.state after.block = add.period write newline

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.144976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a65b10a-81ee-4b85-95c2-89d0619c90ae · outbound

This paper cites write newline.

Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates write newline

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:19.149540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 19f56e62-78fb-4fd5-bef2-8a5b92f5f37d · inbound

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates

Reference 179

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:46:06.299276Z

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 77b4c2cf-5fad-4da4-a5b9-e627a7ecbf8d · inbound

Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges cites this paper.

Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges Gradual Vigilance and Interval Communication: Enhancing Value Alignment in Multi-Agent Debates

Reference 161

Resolution: unresolved; no resolver link, observed 2026-08-01T00:32:40.721242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.