Paper Citation Record · LEDGER

Exploring LLM biases to manipulate AI search overview

As of 5 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2605.00012.

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

pith.paper-citation-record.v1
2605.00012 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T16:30:00.456278Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:00:05.758739Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da28cad6-caea-48c6-b7a2-c5b7355b74a9 · outbound

This paper cites Google ai overviews publisher traffic decline analysis, 2026.

Exploring LLM biases to manipulate AI search overview Google ai overviews publisher traffic decline analysis, 2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 149b1d66-a90b-47ee-89cc-477bbe02892b · outbound

This paper cites Esci dataset, 2023.

Exploring LLM biases to manipulate AI search overview Esci dataset, 2023

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91302851-55b5-4eb8-8671-b5ca2a187b4c · outbound

This paper cites Generative engine optimization: How to dominate ai search, 2025.

Exploring LLM biases to manipulate AI search overview Generative engine optimization: How to dominate ai search, 2025

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108a1339-93dc-4e29-89b5-cdafbbe280b4 · outbound

This paper cites Qlora: Efficient finetuning of quantized llms, 2023.

Exploring LLM biases to manipulate AI search overview Qlora: Efficient finetuning of quantized llms, 2023

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48270bcb-2e3c-4e0b-9c9e-452e6f065552 · outbound

This paper cites google/gemma-3-1b-it, 2026.

Exploring LLM biases to manipulate AI search overview google/gemma-3-1b-it, 2026

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd446eb-acb8-4b54-8a16-518553b7fbd7 · outbound

This paper cites Rewrite-to-rank: Optimizing ad visibility via retrieval-aware text rewriting, 2025.

Exploring LLM biases to manipulate AI search overview Rewrite-to-rank: Optimizing ad visibility via retrieval-aware text rewriting, 2025

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 091546b2-1a4c-49b2-a8d5-2460ead9118a · outbound

This paper cites intfloat/e5-small, 2026.

Exploring LLM biases to manipulate AI search overview intfloat/e5-small, 2026

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d570f053-3ae0-40e0-90eb-9da7e7036e73 · outbound

This paper cites Understanding r1-zero-like training: A critical perspective, 2025.

Exploring LLM biases to manipulate AI search overview Understanding r1-zero-like training: A critical perspective, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8644f3a8-ae1e-4331-800c-ffd7e33ee47a · outbound

This paper cites Adversarial search engine optimization for large language models, 2024.

Exploring LLM biases to manipulate AI search overview Adversarial search engine optimization for large language models, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df1e5760-ab28-4b2d-acdd-95f70f1af658 · outbound

This paper cites an unresolved cited work.

Exploring LLM biases to manipulate AI search overview Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a6ae14-8fec-4725-a620-f47c417efd5a · outbound

This paper cites What generative search engines like and how to optimize web content cooperatively, 2025.

Exploring LLM biases to manipulate AI search overview What generative search engines like and how to optimize web content cooperatively, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc9c30b-102e-4653-90d1-3c50d1103653 · outbound

This paper cites Justice or prejudice? quantifying biases in llm-as-a-judge, 2024.

Exploring LLM biases to manipulate AI search overview Justice or prejudice? quantifying biases in llm-as-a-judge, 2024

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee87bd99-2b56-499e-800b-8da8c971c1ca · outbound

This paper cites "" The user will provide a d i c t i o n a r y of search results in JSON format for search query \.

Exploring LLM biases to manipulate AI search overview "" The user will provide a d i c t i o n a r y of search results in JSON format for search query \

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T16:30:00.456278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ae1baeba-86fb-48cf-8dc5-d789f0f5859a · inbound

Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) cites this paper.

Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) Exploring LLM biases to manipulate AI search overview

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T03:00:05.758739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.