Paper Citation Record · LEDGER

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

As of 14 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 5 inbound Pith citation observations for arXiv:2606.26859.

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

pith.paper-citation-record.v1
2606.26859 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T05:06:45.561043Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:19:09.718621Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T17:48:56.203326Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b72cfa7-d209-432d-9b1f-d2f3839c41fc · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb02bdf5-0b6b-4a6d-a113-4c518d226a97 · outbound

This paper cites 45 AgentX Technical Report.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems 45 AgentX Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2db2d39-9f90-4804-8b86-1482ef5d705f · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b64ebb-91de-473f-8181-f11f4423137b · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c226ac4-83c3-4400-9803-f0ef308aa3fa · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2952ee3a-158f-4387-908f-18d3f1bd7e88 · outbound

This paper cites Constraints - Cap candidates at five; do not duplicate rejected or machine-passed directions.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Constraints - Cap candidates at five; do not duplicate rejected or machine-passed directions

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0f1cf37-f8f4-4589-840e-e3b694273a11 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43cae73c-0092-43e9-8d9d-57ba66451feb · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14d0f5a-039c-4dd2-86fb-5ca674bc07c4 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d230b70f-cb29-41fd-a0b4-20a8374b5111 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc5f7da0-5e3d-4fa0-98c6-a3c3bee77be2 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 239f24e0-0049-4825-ad9d-67ce22a62479 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aa9f64f-b28a-4f50-8f68-a2077ba6c2c8 · outbound

This paper cites Constraints - Candidates with unresolved core signals, or outside documented agent capabilities, cannot be marked PASS_READY.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Constraints - Candidates with unresolved core signals, or outside documented agent capabilities, cannot be marked PASS_READY

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e564a070-6357-4a93-b249-ab3fc4febdc8 · outbound

This paper cites 47 AgentX Technical Report.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems 47 AgentX Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df9fd62-ba14-4842-9429-ecca096d554c · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabec831-9ed2-4ffe-b105-052a219eb84b · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e802400-6f07-43f3-b3cf-259100d5f624 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41180611-003f-4eb8-b18c-553abbbfe0ce · outbound

This paper cites Constraints - Every new feature must be off by default; no production-behavior change at merge time.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Constraints - Every new feature must be off by default; no production-behavior change at merge time

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 451cd9e7-250d-4260-a5c4-bcf19cedcc55 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bb619a8-9781-4b51-acb2-1e94b3191bb7 · outbound

This paper cites 48 AgentX Technical Report.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems 48 AgentX Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98e855c5-79f8-40be-a011-f617a057a285 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f91c98cb-8c1d-4fea-a5dc-51efc02c5d36 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00c89add-698e-4d99-bfcf-d80b9f7de822 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb1b234-d700-41df-9b3d-a49763395904 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5598441-bbfd-4e21-bcde-654e63492674 · outbound

This paper cites Constraints - Default value of any newly added parameter must equal the control group’s value; only experiment buckets receive explicit values.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Constraints - Default value of any newly added parameter must equal the control group’s value; only experiment buckets receive explicit values

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c64c89-f9f9-481b-91f4-866304057713 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93abbc7f-92eb-481d-9cd1-098126eaaa42 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94de446c-5293-41ed-93e4-42a3080dd539 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5c8002e-a863-4802-b65e-13abcafec668 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431f68df-4298-48a7-b774-38a2e23df216 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22c4d707-2b51-40c0-ae07-e55c9337fba9 · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba9565f-564a-4a5f-a27b-e24c576a8c6b · outbound

This paper cites an unresolved cited work.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 235cd957-6c02-4928-9ce3-bae64c793f70 · outbound

This paper cites Constraints - Daily metrics are the gold standard for significance; realtime colors do not imply significance.

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems Constraints - Daily metrics are the gold standard for significance; realtime colors do not imply significance

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-29T05:06:45.561043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c52e9557-ee88-4090-b743-ab4838fd1045 · inbound

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems cites this paper.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e0774e8-789b-4f75-a841-441c4821ec8f · inbound

SR-Agent: An Experience-Driven Agentic Framework for Post-Ranking Strategy Refinement in E-Commerce Recommendation cites this paper.

SR-Agent: An Experience-Driven Agentic Framework for Post-Ranking Strategy Refinement in E-Commerce Recommendation AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T17:14:15.354672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7c98f05-c356-4fc3-a486-aa5f2ee4367d · inbound

RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems cites this paper.

RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-03T11:00:13.318369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b81e9012-f275-4436-8916-81aba22a0b8f · inbound

DREAM Technical Report cites this paper.

DREAM Technical Report AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:48:56.209709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3599a3dc-b21c-49f8-a58f-970763a19ec0 · inbound

DREAM Technical Report cites this paper.

DREAM Technical Report AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:09.718621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.