Pith. sign in

Paper Citation Record · LEDGER

No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2410.07589.

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

pith.paper-citation-record.v1
2410.07589 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:26:18.745015Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T11:44:38.805769Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation af692e92-a0a1-47c9-832e-2d7d6ef72af2 · inbound

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey cites this paper.

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-08T19:15:25.299049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:15:25.299049Z digest=sha256:3b642b9d777cc6d679d04ffbd7af68b5d0f5ccfa1fdff745d331e8d005d951aa

Observation 9343a3f4-e490-4433-9bc4-73b08bf5c226 · inbound

BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing cites this paper.

BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T04:26:18.745015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T04:26:18.745015Z digest=sha256:d2fc5499cf414bf80bc30df86761691fc6bd00238f5ea88c6ce02aa5e9bd33f3

Observation 949b63de-71f0-4ac7-b740-2522df3db8e2 · inbound

Safety Degradation in AI Agents cites this paper.

Safety Degradation in AI Agents No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T15:41:03.753702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:41:03.753702Z digest=sha256:6be970143dc784a98735878b0d41b65c961ad0efe5838e6191a5f9415a24704b

Observation dcdc88b1-7970-45a5-be4f-8d5f9bbdb142 · inbound

Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs cites this paper.

Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T04:15:39.055744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:15:39.055744Z digest=sha256:42bb7139245229a64e3cd3bf8c4d6dc933c602d63915399dc6331d8ea2525bc4

Observation ef8272bc-e9cf-4e76-82ed-6d10f0675613 · inbound

Bias Mitigation Agent: Optimizing Source Selection for Fair and Balanced Knowledge Retrieval cites this paper.

Bias Mitigation Agent: Optimizing Source Selection for Fair and Balanced Knowledge Retrieval No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T16:21:17.837363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:21:17.837363Z digest=sha256:f653b1ebaf0364891d515bb6564468b682022a1f0d58fb8cf9d3be529ecb0c2e

Observation 98c889eb-6733-4664-a2ba-b596bbc52c78 · inbound

Fairness-Aware Retrieval Optimization for Retrieval-Augmented Generation cites this paper.

Fairness-Aware Retrieval Optimization for Retrieval-Augmented Generation No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

Reference 5

Resolution
malformed identifier
arxiv_id, observed 2026-05-19T19:27:43.487388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-19T19:25:59.663956Z digest=sha256:a52c3133166df1a6c831ab3da1f58073b2c6a9cf333f7e83ed9ea210d047fca7

Observation d3c0843e-9e0e-4fe9-bc63-c2cb84526465 · inbound

The Crowded Embedding Space: A Mean-Field Mechanism for Emergent Marginalization in Retrieval-Augmented Agents cites this paper.

The Crowded Embedding Space: A Mean-Field Mechanism for Emergent Marginalization in Retrieval-Augmented Agents No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:44:38.807339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-30T11:35:44.212031Z digest=sha256:8a39952c36cac8a095a936b29ae9452b4f5137cd3d60d264efadbe84228bf3fc