Paper Citation Record · LEDGER

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation

As of 21 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.04794.

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

pith.paper-citation-record.v1
2608.04794 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:30:09.966615Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy6
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3279855a-28fe-47e4-b7b6-ca9b872aa2d8 · outbound

This paper cites On-policy distillation of language models: Learning from self- generated mistakes.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation On-policy distillation of language models: Learning from self- generated mistakes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:30:10.158716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ed067882-4b39-435e-bdec-db164dbe29fa · outbound

This paper cites the answer is (X).

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation the answer is (X)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:30:10.125464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5f555aa8-86ce-4ab4-8787-7e5b88a7dbed · outbound

This paper cites Reinforcement Learning via Self-Distillation.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Reinforcement Learning via Self-Distillation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:08.477502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a27a57c6-fc41-41ba-9cc1-4791dba0c7d6 · outbound

This paper cites Livecodebench: Holistic and contamination free evaluation of large language models for code.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Livecodebench: Holistic and contamination free evaluation of large language models for code

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:30:10.152156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0adfde05-cb03-4ee0-8052-c3fdedc7e22d · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:08.979095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb2d7ed8-c624-46cb-bac2-07a368d015d5 · outbound

This paper cites AIME 2024: American invitational mathematics examination.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation AIME 2024: American invitational mathematics examination

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:30:10.146198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d4d0038-7cf1-4d0b-8245-f23111332269 · outbound

This paper cites AIME 2025: American invitational mathematics examination.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation AIME 2025: American invitational mathematics examination

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:30:10.139680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 67a66d07-2ecf-47b6-9302-3ae9a415e5a6 · outbound

This paper cites CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.691906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 054462e3-7844-4111-879f-84f7781e94fc · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.859268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66219981-6063-4b29-b1b9-14264934e474 · outbound

This paper cites Self-Distillation Enables Continual Learning.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Self-Distillation Enables Continual Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.943048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfa547b-f27d-49ba-9bae-421604c3891a · outbound

This paper cites Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.952456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4138ec2-d995-424b-84e7-1541413ad274 · outbound

This paper cites Self-Distilled RLVR.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Self-Distilled RLVR

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.955916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f1ddf99-de48-4587-ad7d-b377f0cd78b5 · outbound

This paper cites Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.960269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85455bc2-b419-4b4b-a36e-e10e81ea7b75 · outbound

This paper cites 17 A.1 Sources and splits.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation 17 A.1 Sources and splits

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:30:10.132215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b030bf4b-2e22-4c2d-8ffa-a246d06c9092 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Evaluating Large Language Models Trained on Code

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:08.110420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74eedd2f-ac7b-48f2-8b41-209f75ad368a · outbound

This paper cites Self-Distilled Agentic Reinforcement Learning.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Self-Distilled Agentic Reinforcement Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:09.122832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2024a2e0-ee17-4552-8cab-b91b1a4ab1bd · outbound

This paper cites Program Synthesis with Large Language Models.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Program Synthesis with Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:07.868590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69cf827d-59bc-4457-b40a-9057dd32147f · outbound

This paper cites Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:08.811537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b06eefcc-795b-4daf-8b01-c5a5d7a3e145 · outbound

This paper cites Kehua Feng, Keyan Ding, Weijie Wang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Yu Zhao, Jianhua Yao, Qiang Zhang, and Huajun Chen.

Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Kehua Feng, Keyan Ding, Weijie Wang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Yu Zhao, Jianhua Yao, Qiang Zhang, and Huajun Chen

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:08.310467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.