Paper Citation Record · LEDGER

Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2502.20379.

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

pith.paper-citation-record.v1
2502.20379 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:34.518587Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:07:21.395861Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d502de20-145b-48df-8a2c-d3ff7e807d5c · inbound

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring cites this paper.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:34.518587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae716863-0aee-4800-8dcb-9cc490fe3269 · inbound

Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies cites this paper.

Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T04:39:03.647835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2abfb961-6d12-41ba-b824-58ff7ed19bc7 · inbound

SSRL: Self-Search Reinforcement Learning cites this paper.

SSRL: Self-Search Reinforcement Learning Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T20:17:10.502885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75528aac-f872-4454-b9ca-66c4769d2145 · inbound

Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling cites this paper.

Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T12:25:26.743517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b96649-e993-456b-9154-b20371cc55cf · inbound

EVE: A Generator-Verifier System for Generative Policies cites this paper.

EVE: A Generator-Verifier System for Generative Policies Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T14:10:35.948051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a0e2d90-e49d-4cf7-a68a-0df70e41b950 · inbound

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic cites this paper.

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:50:49.349453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7ed77fb-662c-4ee6-a5a5-523635212fa0 · inbound

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic cites this paper.

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T06:46:39.550257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c622b4-d754-4172-a7d4-b38129c82ae7 · inbound

When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning cites this paper.

When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T03:25:12.127990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81451a70-72bc-4fd7-8a0c-dd0aa86f3832 · inbound

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry cites this paper.

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 70

Resolution: unresolved; no resolver link, observed 2026-07-13T14:05:26.303000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9907053-dd3d-417d-bfe8-7ccf8d5e02be · inbound

Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning cites this paper.

Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:53:03.659055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b863cb4a-260f-4282-8f68-ecb8057c66c7 · inbound

Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification cites this paper.

Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:31:30.521728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76093582-7130-49d5-861f-22930925e0fc · inbound

FUSE: Ensembling Verifiers with Zero Labeled Data cites this paper.

FUSE: Ensembling Verifiers with Zero Labeled Data Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:26:09.223083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d528fb9e-e094-487b-9f7a-2425d27b5377 · inbound

Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery cites this paper.

Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T03:14:07.988726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95da588f-70b1-45b6-853e-925eedfd58f1 · inbound

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning cites this paper.

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:34:40.917505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59027106-b42f-4814-9f0c-4852b74250e6 · inbound

IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents cites this paper.

IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T06:24:40.516474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 071efbf6-4c99-49ef-9fb6-a0e5c6ca72cb · inbound

On the Generalization Gap in Self-Evolving Language Model Reasoning cites this paper.

On the Generalization Gap in Self-Evolving Language Model Reasoning Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T17:22:24.899116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98592012-30b5-456d-9db1-928f7238357a · inbound

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions cites this paper.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:26:21.722567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7cc12f88-57cc-4346-9ea4-57ce9f15a90d · inbound

Cherry-pick Override: Unsafe Directional Commitment in LLM Judges under Mixed Evidence cites this paper.

Cherry-pick Override: Unsafe Directional Commitment in LLM Judges under Mixed Evidence Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T20:07:21.397592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e9e8cbe-c430-48f3-a21f-805e60e001df · inbound

Oracle Gap and Signal Fidelity: A Fixed-Pool Diagnostic for Test-Time Collaboration cites this paper.

Oracle Gap and Signal Fidelity: A Fixed-Pool Diagnostic for Test-Time Collaboration Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T17:46:55.829001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.