Paper Citation Record · LEDGER

Evolution of SAE Features Across Layers in LLMs

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.08869.

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

pith.paper-citation-record.v1
2410.08869 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T11:38:34.565960Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8e2a38cf-1e5b-420a-9920-32591196071b · inbound

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models cites this paper.

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models Evolution of SAE Features Across Layers in LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T10:11:51.443311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 315cce83-420a-483f-9db0-66565171ce2d · inbound

Unstable Features, Reproducible Subspaces: Understanding Seed Dependence in Sparse Autoencoders cites this paper.

Unstable Features, Reproducible Subspaces: Understanding Seed Dependence in Sparse Autoencoders Evolution of SAE Features Across Layers in LLMs

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-27T10:40:49.842561Z

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 4e67a2bf-ca1f-4d6c-91cc-065a226c0904 · inbound

Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and SAE-Family Effects cites this paper.

Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and SAE-Family Effects Evolution of SAE Features Across Layers in LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T10:03:53.458311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da51ac9c-b597-4491-ae83-e152fc80d67b · inbound

Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models cites this paper.

Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Evolution of SAE Features Across Layers in LLMs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-10T11:38:34.565960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.