Paper Citation Record · LEDGER

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

As of 22 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 5 inbound Pith citation observations for arXiv:2605.20270.

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

pith.paper-citation-record.v1
2605.20270 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T07:30:02.642221Z

measured 54 of 54 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:20:07.490632Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T23:29:02.509445Z

Reference resolution

49 of 49 outbound references displayed

verified exact2
verified fuzzy37
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a8df502-9094-4070-8693-2121fc9a8eed · outbound

This paper cites 2025 , doi =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs 2025 , doi =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.625724Z

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 99220de0-2257-471b-af15-c7839bb064aa · outbound

This paper cites and Liu, Alisa and Dziri, Nouha and Lyu, Shane and Gu, Yuling and Malik, Saumya and Graf, Victoria and Hwang, Jena D.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs and Liu, Alisa and Dziri, Nouha and Lyu, Shane and Gu, Yuling and Malik, Saumya and Graf, Victoria and Hwang, Jena D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.588954Z

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 68a7cf54-8df0-4590-ac1f-be2e4896c393 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T07:34:02.987863Z

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 c2049e64-7156-4f3e-8754-051c59351927 · outbound

This paper cites an unresolved cited work.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:34:48.575467Z

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 f2a50c99-f048-4d8f-9e8b-a346d80c5ccf · outbound

This paper cites 2025 , eprint =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs 2025 , eprint =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.584857Z

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 96c8a122-7ea3-49d0-a322-1ede097395b8 · outbound

This paper cites 2025 , eprint =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs 2025 , eprint =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.595596Z

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 102f820d-ef9e-46a7-9454-00c436df44d9 · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Does Reinforcement Learning Really Incentivize Reasoning Capacity in

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.581412Z

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 7d1f785c-e8ed-4de8-b46c-38ed3bf0e5f7 · outbound

This paper cites Measuring Mathematical Problem Solving with the.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Measuring Mathematical Problem Solving with the

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.600280Z

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 e85fee7f-6155-47e7-b94b-ed135386b377 · outbound

This paper cites 2024 , eprint =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs 2024 , eprint =

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.657990Z

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 f242be7c-8bd3-48b4-8eb7-9c4612761d4d · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.650450Z

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 2386f0e9-6f55-43c0-86d0-67b147abce43 · outbound

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

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Advances in Neural Information Processing Systems , year =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.616438Z

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 09326553-e77e-41b3-8b7f-f285af9b4612 · outbound

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

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Advances in Neural Information Processing Systems , year =

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.612424Z

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 f86c38f2-8337-4659-a1b0-7f7934018cd8 · outbound

This paper cites Selective Conformal Risk Control.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Selective Conformal Risk Control

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T07:34:02.979680Z

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 2d697bbe-6fb2-4445-b0e6-9e53cf442a54 · outbound

This paper cites Journal of Machine Learning Research , volume =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Journal of Machine Learning Research , volume =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.619603Z

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 2d5a5234-2c18-4db2-b730-da037d802cb4 · outbound

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

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Advances in Neural Information Processing Systems , year =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.579506Z

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 1d7f53ae-6e90-46d0-a4f6-a043bf3a29ac · outbound

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

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Advances in Neural Information Processing Systems , volume =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.602490Z

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 411611d8-dbea-48d8-8308-87ba466315e0 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning (ICML) , series =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Proceedings of the 40th International Conference on Machine Learning (ICML) , series =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.636173Z

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 62750a55-635d-4915-b3fb-edcf3c76cb4d · outbound

This paper cites Proceedings of the 39th International Conference on Machine Learning (ICML) , series =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Proceedings of the 39th International Conference on Machine Learning (ICML) , series =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.614644Z

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 fa1b59cc-10c4-4474-9fee-dfc055fd803d · outbound

This paper cites Proceedings of the 12th International Conference on Learning Representations (ICLR) , year =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Proceedings of the 12th International Conference on Learning Representations (ICLR) , year =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.652322Z

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 4ed6a716-915a-4c5d-969f-b33d02394b60 · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning (ICML) , series =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Proceedings of the 41st International Conference on Machine Learning (ICML) , series =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.577452Z

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 c67d389d-d522-4ffd-a2f3-e9654fee21c6 · outbound

This paper cites The Annals of Statistics , volume =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs The Annals of Statistics , volume =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.628461Z

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 07360a25-6b65-4417-985e-22f1cef216bf · outbound

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

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs International Conference on Learning Representations , year =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.586857Z

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 17610c56-3ce1-49e8-87dc-83a4481c8fd0 · outbound

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

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Advances in Neural Information Processing Systems , year =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.648320Z

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 536c0fea-9848-47f5-9596-1f99d9c4341e · outbound

This paper cites 2025 , url =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs 2025 , url =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.593380Z

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 cfd6da81-8e31-49ac-bab6-4e34750fbed5 · outbound

This paper cites The Annals of Mathematical Statistics , volume =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs The Annals of Mathematical Statistics , volume =

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.646164Z

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 2356a57c-58f9-46dd-9d93-2736d8bb6473 · outbound

This paper cites Journal of the Royal Statistical Society Series B: Statistical Methodology , volume =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Journal of the Royal Statistical Society Series B: Statistical Methodology , volume =

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.643814Z

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 163d830d-3353-438e-8eb7-2e1ae4615e6b · outbound

This paper cites ACM Computing Surveys , volume =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs ACM Computing Surveys , volume =

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.606653Z

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 1c6a9392-be3c-4d75-813c-7269df31d97f · outbound

This paper cites an unresolved cited work.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:34:48.621574Z

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 6a95c746-b341-482e-882c-b44d2f850796 · outbound

This paper cites Non-Exchangeable Conformal Risk Control , booktitle =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Non-Exchangeable Conformal Risk Control , booktitle =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.634121Z

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 7022f4ef-240a-46b6-866e-ad3fe26890da · outbound

This paper cites Journal of the ACM , volume =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Journal of the ACM , volume =

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.638058Z

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 9c05f84c-4430-4af7-b9f0-6da5ae202244 · outbound

This paper cites an unresolved cited work.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:34:48.639912Z

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 aa91563e-6004-4eaf-a3bc-df9ebb2d2681 · outbound

This paper cites Proceedings of the 37th International Conference on Machine Learning (ICML) , series =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Proceedings of the 37th International Conference on Machine Learning (ICML) , series =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.656059Z

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 26d09148-ed3d-4a8f-bed9-103c5740f1ca · outbound

This paper cites an unresolved cited work.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:34:48.632137Z

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 25241386-6646-402c-a240-987c24ac45ce · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.583118Z

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 6f3c3cd7-abac-4829-9710-d0416d385eb3 · outbound

This paper cites Applied Sciences , volume =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Applied Sciences , volume =

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.630380Z

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 05c6ee7e-6625-46f0-addf-b4c7ff40c019 · outbound

This paper cites and Lu, Xinghua , booktitle =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs and Lu, Xinghua , booktitle =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.591068Z

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 31118cf7-2707-4e4e-9ac5-ed84ba01c34c · outbound

This paper cites 2021 , doi =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs 2021 , doi =

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.654133Z

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 48422c2d-ed3c-450f-ba2d-ddd2c50a386a · outbound

This paper cites Proceedings of EMNLP , year =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Proceedings of EMNLP , year =

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.604468Z

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 1a9724ae-1c8c-4e42-8085-bcc5c408a51e · outbound

This paper cites 2021 , eprint =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs 2021 , eprint =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.610536Z

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 79e85291-4765-4abd-84a6-350cbc64a03a · outbound

This paper cites Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages =

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.641817Z

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 6a60b368-d2f2-4921-925d-820ac0c12210 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-21T07:34:02.977288Z

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 d01ed80c-0ba1-44b4-9bde-96f981e0d653 · outbound

This paper cites and Henderson, Peter and Ho, Daniel E.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs and Henderson, Peter and Ho, Daniel E

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.573446Z

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 d68b46d7-332f-4c88-b4cc-128f21122630 · outbound

This paper cites and Androutsopoulos, Ion and Katz, Daniel Martin and Aletras, Nikolaos , booktitle =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs and Androutsopoulos, Ion and Katz, Daniel Martin and Aletras, Nikolaos , booktitle =

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.597793Z

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 152a1e0f-0aff-482a-a51a-7f7fd14386c1 · outbound

This paper cites arXiv preprint arXiv:2509.15279 (2025).

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs arXiv preprint arXiv:2509.15279 (2025)

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T07:34:02.985110Z

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 2922f52b-5f49-45b4-8c0d-c49879ca62ff · outbound

This paper cites Fin-R1: A large language model for financial reasoning through reinforcement learning.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Fin-R1: A large language model for financial reasoning through reinforcement learning

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T07:34:02.978740Z

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 fe917c11-2b9f-49df-8d02-c042cff180ef · outbound

This paper cites an unresolved cited work.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-21T07:34:48.608661Z

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 ea16b678-0ed4-4c05-9781-26ca0ee7d96f · outbound

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

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 47

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T07:34:02.969306Z

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 50a4ca69-19eb-4000-9617-4475da5bbabd · outbound

This paper cites and Zhang, Hao and Stoica, Ion , booktitle =.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs and Zhang, Hao and Stoica, Ion , booktitle =

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T07:34:48.623629Z

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 6d9abbdf-2851-4e80-b9ec-cbe7276ca638 · outbound

This paper cites Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.

Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:34:02.982256Z

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.

Pith citing papers

Observation 869421fc-00d7-4e5e-a482-4851106f7a8b · inbound

ToolChain-CRC: Conformal Risk Control for Agentic AI Under Retrieval and Tool-Use Drift cites this paper.

ToolChain-CRC: Conformal Risk Control for Agentic AI Under Retrieval and Tool-Use Drift Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T23:29:02.511431Z

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 94f56993-f3cd-42be-8af4-3ce770de081a · inbound

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls cites this paper.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T17:44:15.575147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13573df5-0f39-4b31-b065-91ec946a6825 · inbound

Post-Hoc Trajectory-Risk Certification for Modular LLM-Based Security Agents cites this paper.

Post-Hoc Trajectory-Risk Certification for Modular LLM-Based Security Agents Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:05.899659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff2bec4b-ecce-4c9c-851b-ab874318d2d0 · inbound

When Can Fraud Operations Authorize Automation? A Decision-Support Framework for Fresh Audit Evidence and Review Workload cites this paper.

When Can Fraud Operations Authorize Automation? A Decision-Support Framework for Fresh Audit Evidence and Review Workload Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:40:46.957787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd18035b-90b6-43f8-8fad-7faf484cd5bc · inbound

Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\&CK-Aligned Triage as a Worked Instance cites this paper.

Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\&CK-Aligned Triage as a Worked Instance Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:20:07.490632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.