Paper Citation Record · LEDGER

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.09217.

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

pith.paper-citation-record.v1
2608.09217 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:30:37.427244Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

36 of 36 outbound references displayed

verified exact0
verified fuzzy6
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 76a17232-b8aa-4cf1-97ce-5e7dea2bd0e4 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.297238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c49c445-67d3-44ac-b7ad-ebf7d888f3bb · outbound

This paper cites Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.303244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c09aed-239e-4cb7-a5ba-fd1dae9d2244 · outbound

This paper cites ARC Prize 2024: Technical Report.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training ARC Prize 2024: Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.307376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3533057-1b66-4018-81df-5053a51de561 · outbound

This paper cites ARC-AGI-2: A New Challenge for Frontier AI Reasoning Systems.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training ARC-AGI-2: A New Challenge for Frontier AI Reasoning Systems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.311487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe2dfd0-3084-4708-81e6-4c152bd848b8 · outbound

This paper cites Combining Induction and Transduction for Abstract Reasoning.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Combining Induction and Transduction for Abstract Reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.315592Z

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Unavailable: canonical work link unavailable.

Observation 4a55943a-e851-43bf-95bf-b5cab0373cf6 · outbound

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

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.319594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2246e74a-392d-4613-aa7d-c33d4670c84d · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Measuring Mathematical Problem Solving With the MATH Dataset

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.323436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fda932df-d02f-4312-86d0-43cbc3735819 · outbound

This paper cites Advances in neural information processing systems , volume=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Advances in neural information processing systems , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.327419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0618166f-faab-4632-9ef1-acd3015316ec · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.331046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 991f03e7-5fb8-4ac7-a8f4-2894f0b8d8d8 · outbound

This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:30:38.170046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 009f1422-ea1f-446d-a2f6-05b96aa83289 · outbound

This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.338493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fc75b7-48f2-48c6-8844-e2792e692bce · outbound

This paper cites Advances in neural information processing systems , volume=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Advances in neural information processing systems , volume=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.342012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8025b3f4-d303-4815-81a3-d6d8fd450357 · outbound

This paper cites Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.345453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea3e417-3716-4964-afa1-9cba51d93acf · outbound

This paper cites arXiv preprint arXiv:2505.17826 , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training arXiv preprint arXiv:2505.17826 , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.349144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5939f3-4288-4634-b5c3-b0f5b102af80 · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.352788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2727da9a-a471-4718-a744-5c4db3bc47fa · outbound

This paper cites Proceedings of the 29th symposium on operating systems principles , pages=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Proceedings of the 29th symposium on operating systems principles , pages=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.356377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec872332-deea-4ad8-9842-3526c982b245 · outbound

This paper cites Advances in neural information processing systems , volume=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Advances in neural information processing systems , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.359797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c460ce9-35fc-4f91-973e-cc4275674c47 · outbound

This paper cites an unresolved cited work.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.363374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907ca041-f65b-473b-9542-1c27f0edfe4f · outbound

This paper cites Qwen3 Technical Report.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Qwen3 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.366824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee37fc3-d006-489a-87fc-227622783ad0 · outbound

This paper cites The Llama 3 Herd of Models.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training The Llama 3 Herd of Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.370006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f4409a-cdb9-48c8-82ca-78fa82aa5593 · outbound

This paper cites arXiv preprint arXiv:2510.26374 , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training arXiv preprint arXiv:2510.26374 , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.373585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69ff63d9-27ec-4aaa-b982-5b1bbd774815 · outbound

This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:30:38.120390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5956579d-a756-47bc-9f46-e59aa3d735ba · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training The Thirteenth International Conference on Learning Representations , year=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:30:38.109810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dcc10dff-5db6-4e71-9277-a2e675d4956c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Advances in Neural Information Processing Systems , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.383734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084a9637-3207-4b9d-a9f6-3cb06bbc2368 · outbound

This paper cites Second Conference on Language Modeling , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Second Conference on Language Modeling , year=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:30:38.093220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3deeae9f-b0aa-490d-97da-11c988c83e33 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.390670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2019c7f7-8f1d-424a-960b-4b1ca17e1729 · outbound

This paper cites LIMR: Less is More for RL Scaling.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training LIMR: Less is More for RL Scaling

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.394264Z

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Unavailable: canonical work link unavailable.

Observation 277e402a-5a40-4abd-9dfa-4abfda653420 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.397860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6004c633-bc38-40cd-944c-717553acb252 · outbound

This paper cites OpenAI o1 System Card.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training OpenAI o1 System Card

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.401651Z

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Observation d647a9b4-cf08-409f-baa7-6934ccfc016f · outbound

This paper cites arXiv preprint arXiv:2510.01135 , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training arXiv preprint arXiv:2510.01135 , year=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.405921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08eb949-2f93-4b53-9579-5b5c027a25d7 · outbound

This paper cites Train at Moving Edge: Online-Verified Prompt Selection for Efficient RL Training of Large Reasoning Model.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Train at Moving Edge: Online-Verified Prompt Selection for Efficient RL Training of Large Reasoning Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.409375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 823a17d9-38d5-4086-9161-1e1efb00ab95 · outbound

This paper cites Training , volume=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Training , volume=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:30:38.073786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b1809ef7-6d32-4eec-abee-a0c70477acfa · outbound

This paper cites arXiv preprint arXiv:2506.06632 , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training arXiv preprint arXiv:2506.06632 , year=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.416554Z

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Unavailable: canonical work link unavailable.

Observation d2396ca0-ea82-4fac-b967-1d3d1c953181 · outbound

This paper cites Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:30:38.061263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c791ecaa-9d2a-46e9-b89c-3230d8284c5b · outbound

This paper cites arXiv preprint arXiv:2505.14970 , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training arXiv preprint arXiv:2505.14970 , year=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.423797Z

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Unavailable: canonical work link unavailable.

Observation aef20110-6d47-4d10-ac24-c9a2e04cd6d0 · outbound

This paper cites arXiv preprint arXiv:2602.20532 , year=.

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training arXiv preprint arXiv:2602.20532 , year=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:30:37.427244Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.