Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Rethinking Safety in LLM Fine-tuning: An Optimization Perspective
As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2508.12531.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T11:03:52.230759Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T11:04:37.501908Z
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 11f65383-69a1-4838-9409-21408135105c · inbound
Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs cites this paper.
Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs Rethinking Safety in LLM Fine-tuning: An Optimization Perspective
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T08:02:24.913322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5a2b563f-c422-4afc-89b3-879046dbf7c8 · inbound
When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries cites this paper.
When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries Rethinking Safety in LLM Fine-tuning: An Optimization Perspective
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T11:04:37.503416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.