Paper Citation Record · LEDGER

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression

As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.08960.

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

pith.paper-citation-record.v1
2608.08960 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:24:06.605172Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

46 of 46 outbound references displayed

verified exact0
verified fuzzy4
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d622739f-4469-4cf5-b9bf-387174371442 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression WebGPT: Browser-assisted question-answering with human feedback

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.244477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8bd48d-b1a8-493b-9533-9454b0e6604e · outbound

This paper cites NeurIPS 2022 Foundation Models for Decision Making Workshop , year=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression NeurIPS 2022 Foundation Models for Decision Making Workshop , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.251110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c41091c-485c-4588-bd44-5280a1d7b3bd · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Advances in neural information processing systems , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.273207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa854c2-3fc6-4e12-a4e7-f587c6fc730d · outbound

This paper cites ACON: Optimizing Context Compression for Long-horizon LLM Agents.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression ACON: Optimizing Context Compression for Long-horizon LLM Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.315952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d42053d-aff9-4564-9d61-8992ad9707ba · outbound

This paper cites LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.364753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e496242f-ebb1-4520-86ac-66568a9cb044 · outbound

This paper cites DeepSeek-OCR: Contexts Optical Compression.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression DeepSeek-OCR: Contexts Optical Compression

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.405887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f4621bf-4bb1-4b9c-8cd4-7868eb0d026d · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Advances in Neural Information Processing Systems , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.444754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dd2ccf0-2205-47c3-9fc3-e6f365d91b83 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:24:09.771749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b62f50a2-bba8-40c5-945c-b31f5341c158 · outbound

This paper cites arXiv preprint arXiv:2601.04786 , year=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression arXiv preprint arXiv:2601.04786 , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.554756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67ed3c9-67dc-488a-82ba-b431520a747e · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.582482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78f8dd4e-2993-4bd5-a7e1-61c3f12f8431 · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.613118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8af798-70ae-4617-8459-ffa58e16cc78 · outbound

This paper cites Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.678563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd049745-64c4-4bf2-8600-f1f8a71add45 · outbound

This paper cites Self-Distilled Agentic Reinforcement Learning.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Self-Distilled Agentic Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.741643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e2b7f2-6212-4dd9-8496-3ba42e7f4980 · outbound

This paper cites SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.787229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7745886c-e64d-435c-95b5-f7487a61457a · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Advances in Neural Information Processing Systems , volume=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.799048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa02a3b1-2ab6-46d0-ba02-200110f0b3ba · outbound

This paper cites Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.819526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae7c1996-db68-422f-811a-f121619e8f87 · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression International Conference on Learning Representations , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.833281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba7bf231-19a4-49eb-929b-f084b7d09266 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.864754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb0d88b0-964c-4d07-9ceb-8e057a6090ff · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.887502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb46390c-a7c4-4c27-88c1-76b7bcb9871b · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.897189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93968809-a53f-4fa1-976f-18261ba7d3fb · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.908236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c47f713f-1a09-43de-b639-c86660c3b125 · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression HybridFlow: A Flexible and Efficient RLHF Framework

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:05.947935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3805184-5cb8-4a0f-946a-f0d9d878dfd7 · outbound

This paper cites Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.039681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae8c8f38-9c5d-487f-8509-6663eea1e2cf · outbound

This paper cites The Eleventh International Conference on Learning Representations , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression The Eleventh International Conference on Learning Representations , pages=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:24:09.594899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5acc3c43-7060-4efc-8547-2ff33b556e1d · outbound

This paper cites arXiv preprint arXiv:2510.18840 , year=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression arXiv preprint arXiv:2510.18840 , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.084792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 927669e5-9183-47de-a1b0-fb3f17e836f2 · outbound

This paper cites Nature , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Nature , pages=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:24:09.474751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fd442a7d-bdb5-4d2e-8880-b2297f69afe3 · outbound

This paper cites Qwen3 Technical Report.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Qwen3 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.133755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5a78c38-2598-4a6b-9c6b-89eb032e0798 · outbound

This paper cites The twelfth international conference on learning representations , year=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression The twelfth international conference on learning representations , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.152423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d352962-d6da-4c46-ad56-059379e35f8e · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression International Conference on Learning Representations , volume=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.165201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ca65506-6597-4422-8741-5c2aeffdb05b · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression International Conference on Learning Representations , volume=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.184275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d4e626-0340-4eee-a14b-9163904db537 · outbound

This paper cites MiMo-V2-Flash Technical Report.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression MiMo-V2-Flash Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.201410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 699a6a7d-3687-4099-8976-a2e0632344c4 · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Advances in Neural Information Processing Systems , volume=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:24:09.262516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c8dd2427-0824-4a36-acfb-e3a4cb90d10e · outbound

This paper cites MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.255105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c9d340-668d-4872-8fe2-708c11ba8cf9 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.277560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03de861c-fba9-4858-8863-e9bcd226ad65 · outbound

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

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Advances in Neural Information Processing Systems , volume=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.288380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d464da0b-065c-49ce-ac0a-d0c45bb9b4c4 · outbound

This paper cites MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.317134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86ca233-cad2-420c-81aa-898eef639963 · outbound

This paper cites Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.352327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2118ba6c-8433-4cf9-85fa-d825d1a30018 · outbound

This paper cites Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: Long papers) , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: Long papers) , pages=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.375784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd8a245-b463-483c-9582-612e2f3cf0ae · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Transactions of the Association for Computational Linguistics , volume=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.396737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe11aba9-370a-44cf-9c3d-429397cc6cd4 · outbound

This paper cites Proceedings of the 2018 conference on empirical methods in natural language processing , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Proceedings of the 2018 conference on empirical methods in natural language processing , pages=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.425077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 706e8479-5f30-4e51-a67b-e2835d0c874c · outbound

This paper cites Proceedings of the 28th International Conference on Computational Linguistics , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Proceedings of the 28th International Conference on Computational Linguistics , pages=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.474766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc31e07-65ae-438a-9198-b36fd97cba23 · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Transactions of the Association for Computational Linguistics , volume=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.499935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def3ba20-b938-441b-b74e-324d03daa31a · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.526452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b145fa71-0128-4da6-921c-db0f6d9abe4e · outbound

This paper cites 2025 , eprint=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression 2025 , eprint=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.563863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f79abc-ee7c-4c7e-a305-309cbda4b036 · outbound

This paper cites 2025 , eprint=.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression 2025 , eprint=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.578755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7be53e20-45f2-4b8b-8307-93c804ddf44a · outbound

This paper cites an unresolved cited work.

Reading is not Reasoning: Bridging the Agentic Policy Gap in Vision-Text Compression Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:06.605172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.