Paper Citation Record · LEDGER

Activation Steering for Bias Mitigation: An Interpretable Approach to Safer LLMs

As of 17 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2508.09019.

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

pith.paper-citation-record.v1
2508.09019 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:34:31.013634Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T02:33:34.084111Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

verified exact0
verified fuzzy1
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 951453fe-d3fb-4bc5-b51a-5e27af2a5bb5 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

Activation Steering for Bias Mitigation: An Interpretable Approach to Safer LLMs Understanding intermediate layers using linear classifier probes

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:34:31.001583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beb5c7e9-48e8-4342-be36-8a7e871e3882 · outbound

This paper cites M., Gebru, T., McMillan-Major, A., & Shmitchell, S.

Activation Steering for Bias Mitigation: An Interpretable Approach to Safer LLMs M., Gebru, T., McMillan-Major, A., & Shmitchell, S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:34:31.079488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21f4831b-3f2b-4a32-9b0d-1cd6d2327d9b · outbound

This paper cites an unresolved cited work.

Activation Steering for Bias Mitigation: An Interpretable Approach to Safer LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:34:31.064482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 80e4c844-728c-40d4-97a1-8f1e45911582 · inbound

Inside the Unfair Judge: A Mechanistic Interpretability Account of LLM-as-Judge Bias cites this paper.

Inside the Unfair Judge: A Mechanistic Interpretability Account of LLM-as-Judge Bias Activation Steering for Bias Mitigation: An Interpretable Approach to Safer LLMs

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-14T02:33:34.084111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.