Paper Citation Record · LEDGER

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 2 inbound Pith citation observations for arXiv:2412.17061.

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

pith.paper-citation-record.v1
2412.17061 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:53:01.372087Z

measured 53 of 53 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 2026-08-07T15:17:53.732435Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:07:40.766129Z

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy5
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d79bcbe-a84d-43f2-8989-5b1fe1ef372c · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:02.081469Z

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 e18261ac-3f13-49a7-9d98-af0719aaea4f · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:02.068433Z

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 d341c9a4-f131-455e-948d-ea125ba96dfa · outbound

This paper cites Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.183153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acafc10-c12b-4ab3-9562-c18ef53710f0 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.187721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb437937-1a2a-4f8e-bacb-10843fa39a59 · outbound

This paper cites Lucas, Peter I.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Lucas, Peter I

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.191766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd4b479-e584-4329-ae7d-0c371d03a59d · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.195600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd9f185-ba02-47b4-8453-d2bff6a42040 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.199840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a7728f-fef7-457c-bef6-fef0a4c21d96 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:02.053952Z

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 13b0bb9a-0228-4b80-9fc8-c9c7024a7aab · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:02.040295Z

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 3f00391f-d2d5-4584-af41-66db889b27dd · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:02.025677Z

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 c846ec06-7993-4155-9d84-dd9b8da0f945 · outbound

This paper cites Tenenbaum, and Igor Mordatch.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Tenenbaum, and Igor Mordatch

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:53:02.010521Z

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 0478bc54-0f3e-4510-93a5-8923ab76fee6 · outbound

This paper cites The Llama 3 Herd of Models.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.218930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d257c9f7-a878-4c21-a51a-78b41ac53ae6 · outbound

This paper cites Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.223423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310a15e6-70fe-415e-b541-24636bb92490 · outbound

This paper cites Donoho, and Sanmi Koyejo.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Donoho, and Sanmi Koyejo

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:53:01.996476Z

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 84ff5a0b-26a7-4c8a-9a94-6312db62b4c2 · outbound

This paper cites Reinforced Self-Training (ReST) for Language Modeling.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Reinforced Self-Training (ReST) for Language Modeling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.231697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ca6244d-47f8-4882-9faa-daef283588a9 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.235678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bbab484-66c3-46ec-abb1-94508853e7e1 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.239371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6502860-c5ad-4015-a68a-040af6bbeaaf · outbound

This paper cites Training Compute-Optimal Large Language Models.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Training Compute-Optimal Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.243071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbfb98e-0ed8-4419-8fd0-e4a48994dfc8 · outbound

This paper cites Mistral 7B.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Mistral 7B

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.246999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ea2f9b-3d92-497c-bf3a-bcef21d9fcf1 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.250822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05c54a2a-f180-435f-add8-d888f40b8055 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.974067Z

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 94ebcfe0-288d-4fe1-9dea-55a0246b89a2 · outbound

This paper cites Scaling Laws for Neural Language Models.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Scaling Laws for Neural Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.257792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da430ee3-cdc5-4a63-a152-5463225c7e96 · outbound

This paper cites RewardBench: Evaluating Reward Models for Language Modeling.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration RewardBench: Evaluating Reward Models for Language Modeling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.262391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03be8058-e6bc-4961-ad5b-d983b06289e0 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.960622Z

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 39a467e1-8691-4f92-8a55-faf22622d597 · outbound

This paper cites From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.269907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c31fff-33d1-492f-ac16-272941dae174 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.273657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 148a8333-ee24-4848-bdf8-c75f700495dc · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.937996Z

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 68a8d08d-15e3-44a7-8b82-30f81d1485ea · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.925854Z

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 d4026e4e-c776-4cf1-85d3-6f4f12a49b3a · outbound

This paper cites Liu, and Jialu Liu.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Liu, and Jialu Liu

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:53:01.913543Z

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 617c2467-29b1-4e2e-bc58-9e7d66b19c50 · outbound

This paper cites A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.288181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 508c7d96-0f41-46db-b76b-b2a50a6d357f · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.292274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a723306-1b30-4c7f-974d-17348997ff7b · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.902035Z

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 1395c49a-5a41-4d11-bc37-eb62a3e543cd · outbound

This paper cites SimPO: Simple Preference Optimization with a Reference-Free Reward.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration SimPO: Simple Preference Optimization with a Reference-Free Reward

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.299517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88591fed-6103-4923-a175-83861ffb1c9f · outbound

This paper cites Manning, Stefano Ermon, and Chelsea Finn.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Manning, Stefano Ermon, and Chelsea Finn

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:53:01.890641Z

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 d9cb5fbb-7f7f-42e3-89bc-6d3e52359ad9 · outbound

This paper cites Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:53:01.877944Z

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 32d2c49e-d409-44a7-8394-d31acb167e55 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.311501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ed132b-b9d1-4921-995d-e51d97b9eb69 · outbound

This paper cites Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.316198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c148f46-2b1a-48c1-8405-b68c84f23e6a · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.864248Z

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 b6ce0b4c-4577-460b-8e0b-043a57861c24 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.852391Z

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 ae0b20cb-0552-4ff0-bb67-205e121b07a2 · outbound

This paper cites Mixture-of-Agents Enhances Large Language Model Capabilities.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.327562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 855eab0a-7fe6-476d-8366-6ed748ae9620 · outbound

This paper cites Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.331325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22e6257-821a-471c-adad-94d5e433121f · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.335731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f7e8a9f-52cf-44b1-b270-bf3ce3e50291 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.840113Z

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 f26f6031-6151-4f5f-83fb-1dc7be544e0d · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.828247Z

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 8cbb8599-0c67-4a8b-9d9d-0d95fcbe19c5 · outbound

This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.347603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4090b54d-4754-4b50-b2f2-30606a0144fc · outbound

This paper cites Qwen2 Technical Report.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Qwen2 Technical Report

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.351375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 501b3f7a-ba27-442f-91df-8605d023b894 · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.355387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089a776b-df17-4cd5-bfa3-940304a559e2 · outbound

This paper cites an unresolved cited work.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:53:01.815832Z

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 713939e7-c264-44f9-b588-f9a6e567304c · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration Yi: Open Foundation Models by 01.AI

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.362978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082c75d5-7f80-4c75-add1-fae9d946d2b2 · outbound

This paper cites URL: " 'urlintro :=.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration URL: " 'urlintro :=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.366843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce94a2b3-f990-4b03-8c5d-d4dfe28e7493 · outbound

This paper cites write newline.

Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration write newline

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T05:53:01.372087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4f65a6c4-9afb-4015-bc5e-e9ee4d45d6ba · inbound

ThinkLess: A Training-Free Inference-Efficient Method for Reducing Reasoning Redundancy cites this paper.

ThinkLess: A Training-Free Inference-Efficient Method for Reducing Reasoning Redundancy Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:17:53.732435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16a1f6d0-504b-4935-a542-908b4ef904e5 · inbound

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration

Reference 193

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:07:40.771087Z

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.