Paper Citation Record · LEDGER

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games

As of 13 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2606.10389.

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

pith.paper-citation-record.v1
2606.10389 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:32:44.530793Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:23:32.405543Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T00:23:32.585046Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b7f210a-5f1e-4be1-87e0-95ce835067f5 · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a7e802-f0ef-4713-9885-629dba40fa25 · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ebb875-7de9-4fb7-b706-bc0a38f0360a · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e576e3-4883-485b-9f2d-53c11d66f5cb · outbound

This paper cites Blue x<80, Red x>80.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Blue x<80, Red x>80

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cac7741f-a998-4d4a-8b7a-d4dbf095e95d · outbound

This paper cites Rewrite the program to improve its performance on the specified metrics.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Rewrite the program to improve its performance on the specified metrics

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e32c884-85c2-4b58-b5bf-cbadfa13cd16 · outbound

This paper cites Design a completely different al- gorithm approach to solve the same problem.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Design a completely different al- gorithm approach to solve the same problem

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6db9f29-22c7-4b6b-80b9-2e532510e40e · outbound

This paper cites Create a novel algorithm that draws inspiration from the provided context programs but imple- ments a fundamentally different approach.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Create a novel algorithm that draws inspiration from the provided context programs but imple- ments a fundamentally different approach

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c794f76-1dc5-4c2e-a801-7cd672890e8e · outbound

This paper cites Redesign the program with a focus on restructuring the core algorithmic components.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Redesign the program with a focus on restructuring the core algorithmic components

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93816828-ceb6-4b67-83d0-a9225915443d · outbound

This paper cites Focus on tuning constants, thresholds, and parameters while keeping the overall algorithmic struc- ture.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Focus on tuning constants, thresholds, and parameters while keeping the overall algorithmic struc- ture

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7817490c-6944-485a-ac96-dff133d3b856 · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af7464fa-740b-45c0-87b6-9347eedaeb02 · outbound

This paper cites an unresolved cited work.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0826482-dfde-4606-857e-40e1a23045d6 · outbound

This paper cites in the way.

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games in the way

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-06-27T13:32:44.530793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2288696a-1393-45d7-bc0f-3312f245dafa · inbound

Janus: An Algorithm-Evaluator Co-Evolution Framework for LLM-Driven Discovery under Expensive Evaluation Budgets cites this paper.

Janus: An Algorithm-Evaluator Co-Evolution Framework for LLM-Driven Discovery under Expensive Evaluation Budgets Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:23:32.589724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.