Paper Citation Record · LEDGER

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

As of 22 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 36 inbound Pith citation observations for arXiv:2411.16489.

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

pith.paper-citation-record.v1
2411.16489 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:07:48.934782Z

measured 58 of 58 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 36 of 36 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:23:45.383186Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T18:07:42.247566Z

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3be880df-c1eb-4573-8879-50788f2ff16c · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.250761Z

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 56311ecc-126c-432d-92c8-07b55654ce1c · outbound

This paper cites SAFETY-J: Evaluating Safety with Critique.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? SAFETY-J: Evaluating Safety with Critique

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.846726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cd5ffe2-d175-49d0-b690-a5b3f25fb82b · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.236647Z

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 172945e6-9bbb-437e-8818-197fcfcef603 · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.222231Z

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 f744c515-47f7-455d-a333-d908b74df1e8 · outbound

This paper cites O1 Replication Journey: A Strategic Progress Report -- Part 1.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? O1 Replication Journey: A Strategic Progress Report -- Part 1

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.860045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d107d821-572a-402f-a8d0-fca5d8542f9b · outbound

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

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.864430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d9312a-c90e-4715-88c8-2ae643b8e94f · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.207412Z

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 4c57e2a7-cf79-4414-a756-016578c6533e · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.193421Z

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 90c4a1d5-1ebf-4326-95bb-e8e1cf3ab03a · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.179697Z

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 4ed22f88-f48c-4067-9227-96267eb39f45 · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.165821Z

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 a486b82a-463a-4453-a425-1ac3cbf7b7b6 · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.151284Z

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 0c82c8ff-fc68-47f6-bc4a-ad208539e709 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.890377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e34ef943-f0b5-4d86-bc6f-10cae8658b79 · outbound

This paper cites Measuring short-form factuality in large language models.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Measuring short-form factuality in large language models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.894841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e21f5184-e3c5-4b69-a975-5801fbf822a8 · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.899312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2926c0c2-d735-4f6b-9007-2d01487d3dd7 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.907837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9cf0810-6b54-470e-a1f6-a2de28de31b7 · outbound

This paper cites Qwen2 Technical Report.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Qwen2 Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.912230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98debf8b-c6f1-4da7-899e-6ac0199f1268 · outbound

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

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.916845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb7f50d-6e80-4458-8f0f-fa3910b44744 · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.921933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a9eebcf-acdb-4b9d-ba2d-326b615ac4e4 · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.119184Z

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 c7b0a243-9e7a-415d-99ba-e9a27fc7f44d · outbound

This paper cites an unresolved cited work.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-12T13:07:49.105007Z

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 861e9aa1-cad4-4c87-8eef-94e5eb205783 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Fine-Tuning Language Models from Human Preferences

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.934782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 296b1e12-1e7d-4a6f-ab73-fd69eb06e4cd · outbound

This paper cites Advances in neural information processing systems, 35:24824–24837.

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Advances in neural information processing systems, 35:24824–24837

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-12T13:07:48.903437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 66aa41ce-2d57-435e-9b1f-b2da403bfdad · inbound

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems cites this paper.

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:35:31.460514Z

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 e3ad2e09-c05e-4176-bd6b-08c3c5986e11 · inbound

Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective cites this paper.

Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-11T12:30:38.353753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc02538-4436-4905-b06a-e67da6f96eed · inbound

DRT: Deep Reasoning Translation via Long Chain-of-Thought cites this paper.

DRT: Deep Reasoning Translation via Long Chain-of-Thought O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T05:32:00.307512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0602ee0-5a42-4edf-8b40-80ff454a2088 · inbound

Search-o1: Agentic Search-Enhanced Large Reasoning Models cites this paper.

Search-o1: Agentic Search-Enhanced Large Reasoning Models O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:36:27.697612Z

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 22b49c8f-5b87-473f-b689-220da3b35a17 · inbound

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search cites this paper.

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T11:57:48.758762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e8bf9c-1239-4860-b16f-1e329ffb8e8a · inbound

LIMO: Less is More for Reasoning cites this paper.

LIMO: Less is More for Reasoning O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 135

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T02:11:37.579657Z

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 e5b2e5d4-df87-4057-8644-e02a0a752806 · inbound

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools cites this paper.

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T22:03:46.368270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 061c1b28-cf6b-4c55-893e-19b4692aa84a · inbound

Iterative Deepening Sampling as Efficient Test-Time Scaling cites this paper.

Iterative Deepening Sampling as Efficient Test-Time Scaling O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T19:23:26.463205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 624dac24-83cc-4a27-be2e-2c9f3a305274 · inbound

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling cites this paper.

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T14:40:35.955396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b593b83-c156-43af-984f-0629a2a6616e · inbound

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition cites this paper.

On the Emergence of Thinking in LLMs I: Searching for the Right Intuition O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T14:25:53.383766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199ead34-9050-4d22-a51a-9b03c6f5914e · inbound

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning cites this paper.

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T14:27:50.987846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 116bdcc9-7804-4ae6-8eda-34eae7c4aea3 · inbound

Typhoon T1: An Open Thai Reasoning Model cites this paper.

Typhoon T1: An Open Thai Reasoning Model O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T22:52:54.335881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9e87381-d63c-49e1-ba34-32b38573dfa0 · inbound

Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning cites this paper.

Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T20:51:16.684149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7a32e34-f39e-419b-ac8f-77a746c94ba2 · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:36:24.613149Z

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 2b513696-1e65-4f9c-b23c-63ea13f83fdf · inbound

ToolRL: Reward is All Tool Learning Needs cites this paper.

ToolRL: Reward is All Tool Learning Needs O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T00:26:48.328841Z

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 d1d64196-4f45-4af1-9615-00bb001e7f69 · inbound

Tina: Tiny Reasoning Models via LoRA cites this paper.

Tina: Tiny Reasoning Models via LoRA O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:23:45.383186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b18b6175-4216-42d1-913a-6ff614733e84 · inbound

Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think cites this paper.

Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:26:00.368244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc6e9ce-ab5e-4226-9370-90e052f1ec01 · inbound

Quantitative Analysis of Performance Drop in DeepSeek Model Quantization cites this paper.

Quantitative Analysis of Performance Drop in DeepSeek Model Quantization O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:58:05.729259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f7a70cb-b9c7-4c3a-8e27-6db77aebffb1 · inbound

Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models cites this paper.

Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:46.231895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa15ad93-73f0-469b-887e-3b1abbcd8c2b · inbound

Crosslingual Reasoning through Test-Time Scaling cites this paper.

Crosslingual Reasoning through Test-Time Scaling O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:08:00.481057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25972b8f-464b-49e8-94e8-f8f5994bcaff · inbound

The Hallucination Tax of Reinforcement Finetuning cites this paper.

The Hallucination Tax of Reinforcement Finetuning O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:44:32.005515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13095c2b-6ad1-4105-8fc5-ab73c61da6ea · inbound

DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models cites this paper.

DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:21.824586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93068a75-31cb-47d2-9e61-f089585532d5 · inbound

Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions cites this paper.

Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:47.214181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c194fdc6-7f42-4f4f-aa43-261835bef716 · inbound

Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition cites this paper.

Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:16:13.699004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4730ea76-6a7a-4f55-a2d8-0e6386a5c80f · inbound

Discriminative Policy Optimization for Token-Level Reward Models cites this paper.

Discriminative Policy Optimization for Token-Level Reward Models O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:53:01.360490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ce8cbb9-e0b3-4779-90bd-79f1d93cbdd2 · inbound

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time cites this paper.

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:41.259399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 138d07e0-6681-424c-993c-7834b5af1842 · inbound

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL cites this paper.

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:40.181809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7c69f25-f84b-4e19-b3ab-0bfb19014bd0 · inbound

A Survey on Model Extraction Attacks and Defenses for Large Language Models cites this paper.

A Survey on Model Extraction Attacks and Defenses for Large Language Models O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:23:08.994979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07735104-4146-4919-a208-5bb64e9c917f · inbound

Decoupling Knowledge and Reasoning in LLMs: An Exploration Using Cognitive Dual-System Theory cites this paper.

Decoupling Knowledge and Reasoning in LLMs: An Exploration Using Cognitive Dual-System Theory O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:13.260427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ce318b-8b3f-498d-af59-d535234a24c3 · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:59.955343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f5dc798-99ad-4a9a-a694-de37ab8f8aae · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 192

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:18:20.614997Z

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 aaf9560f-921a-406b-ab95-de86c7eaa519 · inbound

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning cites this paper.

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:20:57.502337Z

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 4d92913c-2ecf-41cb-8814-f3b7dc39b92d · inbound

Logic-Regularized Verifier Elicits Reasoning from LLMs cites this paper.

Logic-Regularized Verifier Elicits Reasoning from LLMs O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 69

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:51:10.845910Z

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 d3173cee-78ea-4144-98aa-f3dc22ec6d2c · inbound

AIPO: Learning to Reason from Active Interaction cites this paper.

AIPO: Learning to Reason from Active Interaction O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:06:31.465733Z

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 6a6304ac-de7a-463d-8d0a-d4809d91903a · inbound

AIPO: Learning to Reason from Active Interaction cites this paper.

AIPO: Learning to Reason from Active Interaction O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-19T18:07:42.250014Z

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 13462202-4359-43b5-b29a-21b1cd625d5f · inbound

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling cites this paper.

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-12T14:10:45.482027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.