Pith. sign in

Paper Citation Record · LEDGER

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.05732.

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

pith.paper-citation-record.v1
2608.05732 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:27:20.711916Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

  • verified exact4
  • verified fuzzy8
  • unresolved17
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b535e402-ff1a-4dda-89a1-40f69c733872 · outbound

This paper cites TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:21.355820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.581901Z digest=sha256:9cd16aed2934a022b050b4f8b992924e1b66876105f264c7cd8dd309d71cd07c

Observation 9b536974-91e1-4c3d-af0f-ceaaaf4e967a · outbound

This paper cites From filters to vlms: Benchmarking defogging methods through object detection and segmentation performance.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits From filters to vlms: Benchmarking defogging methods through object detection and segmentation performance

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.592039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.592039Z digest=sha256:6d977aa64abbdba04aea5adc6de63dc35d5b581f52537af8d5461c0fdcbae233

Observation 3eb44e83-a47b-4f08-8c85-16a4fbf1aca4 · outbound

This paper cites Daniel Borkan, Lucas Dixon, Jeffrey Sorensen, Nithum Thain, and Lucy Vasserman.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Daniel Borkan, Lucas Dixon, Jeffrey Sorensen, Nithum Thain, and Lucy Vasserman

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.465221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.601117Z digest=sha256:def0a0e702e384dfe4239d7f0a321208ea474324572d2ebae48d83f3e37fb8ec

Observation 61727589-ef11-4ecc-8a84-e072c9bee875 · outbound

This paper cites 11 Preprint.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits 11 Preprint

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.450113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.618269Z digest=sha256:dacf5f2600e23ec44085a4d2cf23062aa7a86a4353dbb4c6e8b9492a7fefa4bd

Observation 3514fb1f-aea8-4d23-b3e5-feeb37ee9dc9 · outbound

This paper cites Yeganeh Gharedaghi, Gene Cheung, and Xianming Liu.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Yeganeh Gharedaghi, Gene Cheung, and Xianming Liu

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.417562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.626343Z digest=sha256:08893b25961892113bdf46695fc64ff4625048bc4c027dcf128289c876473ae0

Observation b156fe9e-27fe-4ff7-9755-bda232fe6b1a · outbound

This paper cites Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:21.210380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.636449Z digest=sha256:0ee530087ffeb5264d5c093d9bcdcd7962bdd4549454754b1ceb339ac54f562c

Observation d1e33a87-9cd3-45f0-917e-d94a2e3cd43a · outbound

This paper cites Editing Models with Task Arithmetic.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Editing Models with Task Arithmetic

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.645450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.645450Z digest=sha256:7ac2c5d0b6fc8e04005d5673a864f84aa1bc0efe9694bcee49f870ad04400b25

Observation 40ecd621-f89c-4ab6-a348-dc792ccb1ce0 · outbound

This paper cites Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.654112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.654112Z digest=sha256:ad653028b6dca8239e7fb38ad044027058de2a802d9b764c3f153084009ef0cb

Observation 4d9058c6-53b9-41a7-8321-9576e7987c40 · outbound

This paper cites https://distill.pub/2020/circuits/zoom-in.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits https://distill.pub/2020/circuits/zoom-in

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.658586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.658586Z digest=sha256:3f86792115c37ce5fb1f420ace20d78cfeb932f82097835ba5bc05ec746eea09

Observation e5047e1f-d6a4-47ad-9ba8-5bcc259907ba · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Steering Llama 2 via Contrastive Activation Addition

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.662913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.662913Z digest=sha256:8e2019df7f5b402687931dcb4a37ea463b47b7f41624fc89b0f45e4e61c8bd15

Observation d7488b4b-9cbc-4b8c-bced-6c1ed3c649d7 · outbound

This paper cites The Linear Representation Hypothesis and the Geometry of Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.667547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.667547Z digest=sha256:691c7e30d6d3cde911853205456949c31ec1d80952221b7525e0e35b966f735f

Observation f946e167-5852-44ea-8110-dd1b141889ba · outbound

This paper cites Carer: Contextualized affect representations for emotion recognition.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Carer: Contextualized affect representations for emotion recognition

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.371306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.671882Z digest=sha256:c15d5d4aee78d177c592a25686abcf12ec1e9e8204cac1c942d7b29a5bc3a4ea

Observation a08c1515-64f2-4d38-a8ca-aa432a8e5ab1 · outbound

This paper cites Analyzing the Generalization and Reliability of Steering Vectors.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Analyzing the Generalization and Reliability of Steering Vectors

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.680426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.680426Z digest=sha256:5ade3c956c2d5e09b430125a0aa5035212867d101e291f557907a6de5956d88f

Observation 25926855-2719-438c-8d7d-0422bee59c3b · outbound

This paper cites Steering Language Models With Activation Engineering.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Steering Language Models With Activation Engineering

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.684924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.684924Z digest=sha256:7de114c64bc98667154c34aed58a5eba0e4510cf001642f759ed69104c231423

Observation 78d5a3ba-777e-4afa-8514-fadaa22d5a54 · outbound

This paper cites Improving llm reasoning through interpretable role-playing steering.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Improving llm reasoning through interpretable role-playing steering

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.689324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.689324Z digest=sha256:886b1bb68ca0402b9b46884ddc5d2861daef2c35a68090afb3ae581105735482

Observation 3475df19-ffae-4b17-bd90-c996c685666c · outbound

This paper cites Exploring Representations and Interventions in Time Series Foundation Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Exploring Representations and Interventions in Time Series Foundation Models

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:20.935797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.693310Z digest=sha256:3e26ff3b04bd54484c0d665445abeff67ccf82960c0be5f948f9d6d5299581cd

Observation a213ecd2-a884-42bd-b5d3-28fc826bb813 · outbound

This paper cites Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:20.915648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.697763Z digest=sha256:70cb4ee2066026b6ef6a519888159c108b9d49d1a77173be515ed330e31b32f2

Observation 52a1fa14-295f-46b4-87ae-5d6cc4258b0b · outbound

This paper cites AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.702277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.702277Z digest=sha256:02a637dfbd0347d0b5e8bf73200e59eae5b4919b8f080e72d56aa21d35daec35

Observation 5a8ab306-7b2c-48a2-a590-6335fef8d3f3 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Representation Engineering: A Top-Down Approach to AI Transparency

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.706892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.706892Z digest=sha256:3b4087e1d4cf3d38323adef46c8da200c51404c58c4f24c5fce0c41f498409d0

Observation e9156fcb-3e1c-425b-9ba3-2c41759ef241 · outbound

This paper cites an unresolved cited work.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Unresolved cited work

Reference 30

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T00:27:20.866539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.711916Z digest=sha256:5890e062b9847ad167a407fc4cf169d05434c262cba704c2cd66188fb27e8d1d

Observation 53a568da-df97-4dcb-9474-1d6673b14a2e · outbound

This paper cites Morfi: Mutimodal zero-shot reasoning for financial time-series inference.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Morfi: Mutimodal zero-shot reasoning for financial time-series inference

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.386560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.649971Z digest=sha256:91b07a9365adf08ffca67c9cb2cde3a82ccf4d8c979d1cf5cfbeb54f943d6334

Observation 1fd754f7-ee90-46f5-b71a-52cc017cb058 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Training Verifiers to Solve Math Word Problems

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.605167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.605167Z digest=sha256:4094ca1a4c3207ab3220e745ebac5a6c846fd1f497558c54e9e2633086e9157d

Observation dfe7eafc-00ba-47fa-b02d-1cee1d2a08ee · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Towards Understanding Sycophancy in Language Models

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.675970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.675970Z digest=sha256:36051b6da2745aa62b3362a162b04a01d0133913fd922e9b12bc18086f559aad

Observation 3bb8db86-9435-402d-8a95-97b20dfe8a37 · outbound

This paper cites Zeqing He, Zhibo Wang, Huiyu Xu, Hejun Lin, Wenhui Zhang, and Zhixuan Chu.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Zeqing He, Zhibo Wang, Huiyu Xu, Hejun Lin, Wenhui Zhang, and Zhixuan Chu

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.641179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.641179Z digest=sha256:1f78cbb79e7daaa2e9a922ac42623746bf37c7bb9f5989b41ccc6eba64bfe365

Observation 087969bd-718c-45aa-8fe6-002246152429 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.609402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.609402Z digest=sha256:c8cdae70e38304b263b9a1e2a3c12dfa13f5b6f396361ac3a2ce1a566650cede

Observation b7d48831-18fc-4573-9c0b-77f23315d8d0 · outbound

This paper cites Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, and Noah A.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, and Noah A

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.433709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.622078Z digest=sha256:5113ed7273105dde02052c311a09aa2c3062ec9b822bdaee0ce4e3e441630b73

Observation fd527c71-7e81-4b05-bf13-a78b471b3451 · outbound

This paper cites Decentralized low-rank fine-tuning of large language models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Decentralized low-rank fine-tuning of large language models

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.402111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.631240Z digest=sha256:476a0f0eeb24729ca29fec448eb6fc59c76ec09d323304b18129743d4117efc8

Observation 671a0396-3c2c-4416-8da4-ef5e8bcd633b · outbound

This paper cites Dana Arad, Aaron Mueller, and Yonatan Belinkov.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Dana Arad, Aaron Mueller, and Yonatan Belinkov

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.480160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T00:27:20.587430Z digest=sha256:82c478f125b021181ccfdde51fb1675494227099a0a1db0667f818c6646cd5d8

Observation 9ff3d4b2-f965-42c1-93db-2b9f4151f862 · outbound

This paper cites Mechanistic Permutability: Match Features Across Layers.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Mechanistic Permutability: Match Features Across Layers

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.596737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.596737Z digest=sha256:17ea5b3adf3f4a88e9397fed0785649206066764ecaa667826b649e6efc0da14

Observation 9c090586-9d6d-40a9-8e5f-4c2cd5e1a7ac · outbound

This paper cites Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-08T00:27:20.613693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.613693Z digest=sha256:5fac558a7a9490d449052dba9b7c04e17c094f608bba8a9e8b0a65099e899a39

Pith citing papers

No inbound Pith citation observations are available.