Paper Citation Record · LEDGER

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2602.04718.

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

pith.paper-citation-record.v1
2602.04718 v4

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:15:56.047020Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:21:21.469644Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d7e9aaf-2c04-4b6a-944a-5a058c676a9d · outbound

This paper cites Adversarial Examples Are Not Bugs, They Are Superposition.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models Adversarial Examples Are Not Bugs, They Are Superposition

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:55.665105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09b38ea-5100-4d85-b5e9-86e02a723c37 · outbound

This paper cites Jumping Ahead: Improving Reconstruction Fidelity with JumpReLU Sparse Autoencoders.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models Jumping Ahead: Improving Reconstruction Fidelity with JumpReLU Sparse Autoencoders

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:56.047020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f9a438-b5d1-43fc-b798-5f019fe1719c · outbound

This paper cites k-Sparse Autoencoders.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models k-Sparse Autoencoders

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:55.847606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fafefe42-074c-4953-b344-0154965f2fb7 · outbound

This paper cites Olshausen, B.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models Olshausen, B

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:55.932524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383309bf-692f-4e12-bf36-4bc3435bf553 · outbound

This paper cites Sparse Autoencoders Do Not Find Canonical Units of Analysis.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models Sparse Autoencoders Do Not Find Canonical Units of Analysis

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:55.771792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950ecaea-5332-44db-b510-9d664b632e8a · outbound

This paper cites pub/2022/toy_model/index.html.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models pub/2022/toy_model/index.html

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:55.620878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 131c0c5b-ece4-4611-a415-6792b3d3e496 · outbound

This paper cites From Colors to Classes: Emergence of Concepts in Vision Transformers.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models From Colors to Classes: Emergence of Concepts in Vision Transformers

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:55.539671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 846fb0ae-b9c6-4031-998d-a9b901a2e974 · outbound

This paper cites an unresolved cited work.

Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T06:15:55.441183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b4a9644a-22aa-4854-8357-8a28e3510896 · inbound

Intrinsically Interpretable Attention via Sparse Post-Training cites this paper.

Intrinsically Interpretable Attention via Sparse Post-Training Superposition Without Interference? Towards Isolated Interventions via Almost Orthogonal Features in Language Models

Reference 2025

Resolution: malformed identifier; no resolver link, observed 2026-08-03T18:21:21.469644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.