Paper Citation Record · LEDGER

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing

As of 11 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2608.04625.

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

pith.paper-citation-record.v1
2608.04625 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:31:40.348308Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

44 of 44 outbound references displayed

verified exact2
verified fuzzy2
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e3b39d1-f0c2-41a1-b0b6-b2e5b37829b3 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:43.995075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4dfa7a04-fab5-4cd5-92f7-2c4a7d23d783 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:43.770310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9cc03623-39a4-4784-9ce7-1c327a25de3b · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:36.805995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d83e703-5927-411b-8966-33f7204bb016 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:43.585756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2fe05fd-9e6d-40d9-8f08-0be0631f9329 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:36.914826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5c2223d-2f13-4095-83cd-6f175d39694f · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:43.454259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a7139ffc-fdc3-418e-8c28-bccb66d6b870 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:43.174617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 15737330-2b0a-4e94-83c7-e0f6a9f30dd0 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.147161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74842123-17fb-40aa-b2b0-f3eaa89ca246 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:43.034438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c4578c9-f299-4acc-af42-8d2d0fe3bd2e · outbound

This paper cites Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.252983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1cba82-d755-4469-afcc-e4c7dee9553d · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.314590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334d6867-8242-46ed-9f9b-c8cccb4d66bc · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.361223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaac7fb0-ed46-4fc8-8108-300cd201d2e5 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.414021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ced1f10-bf2f-41ba-8ce8-2d176eb92a04 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.479666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdbc0414-bfab-4fdf-967e-cbf35d76fca7 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:42.879429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4839f4a-d0b1-4025-85d3-035d49f14344 · outbound

This paper cites Atomic Intent Reasoning: Bringing LLM Semantics to Industrial Cross-Domain Recommendations.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Atomic Intent Reasoning: Bringing LLM Semantics to Industrial Cross-Domain Recommendations

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:31:40.802809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 002eb7b4-1ddf-45ce-a442-30f2c9de8e19 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.638465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42cf2eb8-8a01-454f-94a3-5ada42c2d251 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.687266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16bd38e5-9477-4d63-98dc-07185c388537 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:42.716639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d37b9349-c2e9-4bab-a28c-524b6ff39358 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:42.551387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 68a2c2c0-6bb4-44ac-a90a-6f88b3b513ea · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.808846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2075ef-c799-42ff-8cf2-41b136a86205 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:37.971132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a080d96d-49fa-47c2-8a70-fc5bfa108ee1 · outbound

This paper cites Beyond Static Collision Handling: Adaptive Semantic ID Learning for Multimodal Recommendation at Industrial Scale.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Beyond Static Collision Handling: Adaptive Semantic ID Learning for Multimodal Recommendation at Industrial Scale

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:38.093448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 076f4468-4fdf-47f6-b3ae-c14a822c0854 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:42.306284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2237c5b5-4bc9-4fd7-9577-9aa44faf1d7d · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:38.348939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37498674-da47-4a40-819f-bbec7dfe058d · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:42.153384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aaac4204-760c-4c90-9273-8c78df45053d · outbound

This paper cites Overton: A Data System for Monitoring and Improving Machine-Learned Products.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Overton: A Data System for Monitoring and Improving Machine-Learned Products

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:31:40.569848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 52da6fb8-f561-48e5-adfa-b65e645ed6d3 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:41.960322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ed0588d-71dc-4c86-991f-c112a7868ff0 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:41.778375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b734210-1a53-401c-9ca7-a41ccaf5dc38 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:38.984820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59467ffe-6a78-494e-bd04-f96408d203f0 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:39.151923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f18a4a6a-cb06-403a-b435-a31f6fd2fca4 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:39.306160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b3a44d6-5d8d-471c-ba2d-424f6bbaa966 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:39.436746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88cd65b5-e250-4673-b2c1-22d876f25146 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:39.579508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 636570b8-b956-4c3b-9e38-a50771b618ac · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:41.567372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e8e5761c-95f7-4584-b864-90572e5807fe · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:41.433800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c0ff3602-ca87-4821-9f03-886224d1ff3f · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:39.835779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d671b6-0cac-40d9-990a-af6ff1edb548 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:39.929140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2920da0a-3c39-4f1d-aaf0-ca695e622332 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing ReAct: Synergizing Reasoning and Acting in Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:40.013795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 033950c4-0683-4a4f-a564-29656f917c0b · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:31:41.288339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 783d67d1-0a39-4a1a-b495-e03a19dfd216 · outbound

This paper cites mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:40.195036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2969a45-dded-4485-9ce7-91f5cd2057d4 · outbound

This paper cites an unresolved cited work.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T20:31:40.283822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8015c0b3-2ea5-42d3-b4bb-643ba6acb130 · outbound

This paper cites In2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA).

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing In2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:31:43.322171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3b647aa6-e177-4789-be84-63e061760b43 · outbound

This paper cites InProceedings of the 31st ACM International Conference on Information & Knowledge Management.

A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing InProceedings of the 31st ACM International Conference on Information & Knowledge Management

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:31:41.153768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.