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Paper Citation Record · LEDGER

Mathematical Models of Computation in Superposition

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2408.05451.

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

pith.paper-citation-record.v1
2408.05451 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:17:24.992598Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:29:57.383974Z

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 2c1cf261-2c56-436e-bce1-52dfd461436a · inbound

Superposition Yields Robust Neural Scaling cites this paper.

Superposition Yields Robust Neural Scaling Mathematical Models of Computation in Superposition

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:36:25.510082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-22T14:38:44.789822Z digest=sha256:b657f360bf2e422911912c853b55c6145aa148e28372da2bf1a3c01facec67ef

Observation 78e6cebd-adb5-47e5-b6f9-1e6d50a17fc6 · inbound

Linear Spatial World Models Emerge in Large Language Models cites this paper.

Linear Spatial World Models Emerge in Large Language Models Mathematical Models of Computation in Superposition

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T11:17:24.992598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:17:24.992598Z digest=sha256:ef2ef7cc4b74a5dc26e255f7840e5044b2cda8629684001de2a884608287c6be

Observation 6badff65-d76c-4496-9dcb-d997f27ab3a3 · inbound

Stochastic Parameter Decomposition cites this paper.

Stochastic Parameter Decomposition Mathematical Models of Computation in Superposition

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T22:48:37.023538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:48:37.023538Z digest=sha256:103a2b7f5e9602e688d188136df171ff7a745ed45ae92af141a2b965bb24771e

Observation 9b410276-89de-456a-a04c-c31374e792b5 · inbound

Feature learning is decoupled from generalization in high capacity neural networks cites this paper.

Feature learning is decoupled from generalization in high capacity neural networks Mathematical Models of Computation in Superposition

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:17:37.115036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:17:37.115036Z digest=sha256:1559b076a81ea0f00d443ee46a40eece1f27d3c0dd03c119cd7c8c7f12fd46e5

Observation 40ea786c-a2c5-4d8c-81d1-c329910fcffb · inbound

Expand Neurons, Not Parameters cites this paper.

Expand Neurons, Not Parameters Mathematical Models of Computation in Superposition

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T11:33:15.465355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T11:33:15.465355Z digest=sha256:55079d7a8b88669d0f007481ca3f6848e24eb4c4e5df8120ac969f656b8f8bc1

Observation 87e9ceb1-c4c4-486e-8734-df9e63f4bfb2 · inbound

There Will Be a Scientific Theory of Deep Learning cites this paper.

There Will Be a Scientific Theory of Deep Learning Mathematical Models of Computation in Superposition

Reference 240

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:21:09.029484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-09T20:11:17.616190Z digest=sha256:c70f10ce525524dd8e6f078613dc237184a6d615e0e68c5a63efa5f81438fce6

Observation b484fecb-8a2f-475d-b4d5-4fc8a9faaa3a · inbound

Linear-Readout Floors and Threshold Recovery in Computation in Superposition cites this paper.

Linear-Readout Floors and Threshold Recovery in Computation in Superposition Mathematical Models of Computation in Superposition

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:01:06.068689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-09T14:20:04.839150Z digest=sha256:0eef6b1129c57816315dc4038e6832b6b22606bd7722d23ee3fc2fa24024e60e

Observation 020abb6c-ef4c-463f-a850-83b5a51a8fcb · inbound

Toy Combinatorial Interpretability Models Reveal Lottery Tickets in Early Feature Space cites this paper.

Toy Combinatorial Interpretability Models Reveal Lottery Tickets in Early Feature Space Mathematical Models of Computation in Superposition

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:12:50.931517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-19T22:09:53.796520Z digest=sha256:485fd82c3f8853cefa9fceb6ae968f221ebf3065e9ccc5fc24990c0cd5e451a5

Observation d88f92eb-3d5f-40de-9786-cf7371a167c2 · inbound

Evidence for feature-specific error correction in LLMs cites this paper.

Evidence for feature-specific error correction in LLMs Mathematical Models of Computation in Superposition

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:29:57.385617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T00:36:19.806594Z digest=sha256:ad772517be5e76ba5d5877859617b3b04812d13c0bc8449c4fbb083e5b87057a

Observation 937b8d6e-9c5a-49bc-b2e9-d0b6d0068708 · inbound

Discovering Millions of Interpretable Features with Sparse Autoencoders cites this paper.

Discovering Millions of Interpretable Features with Sparse Autoencoders Mathematical Models of Computation in Superposition

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:59:53.062060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-26T05:34:00.754172Z digest=sha256:38201b40549f92cc8806383798b5fd33ccca0d336c2d6b3faf7d6e73f2c1a2b3

Observation e919d96c-d6fc-4c77-b307-1a4ae53e80fc · inbound

Compressed Computation under $L^4$ Loss is likely Computation in Superposition cites this paper.

Compressed Computation under $L^4$ Loss is likely Computation in Superposition Mathematical Models of Computation in Superposition

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-11T13:19:28.945702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T13:19:28.945702Z digest=sha256:949abd8ef53ce13af874a773f7c19ead3dd290a3c768b52a543ff75b7d2d475e

Observation 3f5abae7-92e6-4b60-93cb-4394829d39ca · inbound

Training, Reading, and Editing Legible Transformers cites this paper.

Training, Reading, and Editing Legible Transformers Mathematical Models of Computation in Superposition

Reference 78

Resolution
unresolved
no resolver link, observed 2026-07-13T05:35:58.568346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T05:35:58.568346Z digest=sha256:422641047cb9b3fceae95fa8e00eb8490814ef24694e213ba8a2f5d58a2d6af4

Observation e810134c-8413-4457-bc7c-e42dd569da5d · inbound

Scaling Interpretable Transformers with Parity Bottleneck Layers cites this paper.

Scaling Interpretable Transformers with Parity Bottleneck Layers Mathematical Models of Computation in Superposition

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-01T09:52:42.616642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:52:42.616642Z digest=sha256:49c4b72fe026f79b126eac606b72b5cdef520431de6c1ad362c911999d300a04

Observation 9ec2682d-a0ce-409d-8ff3-d35a2e2a96ad · inbound

Emergent Misalignment Recruits a Pre-existing Persona Subspace cites this paper.

Emergent Misalignment Recruits a Pre-existing Persona Subspace Mathematical Models of Computation in Superposition

Reference 124

Resolution
unresolved
no resolver link, observed 2026-08-01T07:46:15.575418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T07:46:15.575418Z digest=sha256:6e6bfc96498a056aaed94dadefd27544e04d9c3d795ca5054e808a0907430ad6