Paper Citation Record · LEDGER

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer

As of 5 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2605.12798.

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

pith.paper-citation-record.v1
2605.12798 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-14T20:36:44.104197Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:46:06.424873Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact18
verified fuzzy10
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f669f46-dd9b-4621-92e6-9111313a1b59 · outbound

This paper cites Accessed: 2026-05-04.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Accessed: 2026-05-04

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.535558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aeb30566-8979-4a5e-a83d-86abe155c0cf · outbound

This paper cites Persona Vectors: Monitoring and Controlling Character Traits in Language Models.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Persona Vectors: Monitoring and Controlling Character Traits in Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:37:58.514665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3cd281c0-af1a-4dd3-91c7-ab0af47f39e8 · outbound

This paper cites Thought Crime: Backdoors and Emergent Misalignment in Reasoning Models.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Thought Crime: Backdoors and Emergent Misalignment in Reasoning Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T20:37:58.503133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a6e71088-47eb-47e2-8f85-a53fca9f8bae · outbound

This paper cites Subliminal Learning: Language models transmit behavioral traits via hidden signals in data.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Subliminal Learning: Language models transmit behavioral traits via hidden signals in data

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:37:58.509248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bf063ea8-e4a8-4c0b-9adf-d336a25703bc · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.764875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 05ff6ca1-b00c-4f21-9ba7-6d7f7256d3e5 · outbound

This paper cites One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T20:37:58.947816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bb166d1b-0ba0-4538-9556-df44c085b1e4 · outbound

This paper cites Re-Emergent Misalignment: How Narrow Fine-Tuning Erodes Safety Alignment in LLMs.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Re-Emergent Misalignment: How Narrow Fine-Tuning Erodes Safety Alignment in LLMs

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:26.793422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 537e082c-4398-413a-8672-7fe73b5b6ad2 · outbound

This paper cites The Llama 3 Herd of Models.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer The Llama 3 Herd of Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:37:58.940881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 90b0a4b7-b818-4710-9ba4-9553145556cd · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Measuring Mathematical Problem Solving With the MATH Dataset

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.798715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a1c3331f-36c2-4ae8-80c4-6b61dc77e468 · outbound

This paper cites Reinforcement Learning via Self-Distillation.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Reinforcement Learning via Self-Distillation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.773573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3f85ce06-d826-4685-b6ae-9a6a9674b438 · outbound

This paper cites ISBN 979-8-89176-251-0.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer ISBN 979-8-89176-251-0

Reference 11

Resolution: verified exact; doi, observed 2026-05-14T20:37:56.057664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fb004952-ff36-4305-95d9-cf75fee1368e · outbound

This paper cites Sequence-level knowledge distillation.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Sequence-level knowledge distillation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.521084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 75b9d8e4-35ba-4e60-852a-a83279e27d47 · outbound

This paper cites On-policy distillation.Thinking Machines Lab: Con- nectionism.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer On-policy distillation.Thinking Machines Lab: Con- nectionism

Reference 13

Resolution: verified exact; doi, observed 2026-05-14T20:37:56.062836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 30f7fbbb-07fe-44c0-ac52-4d920d56621f · outbound

This paper cites Olmo 3.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Olmo 3

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-14T20:39:26.776715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f48c13a5-fb3b-4a7c-8fe5-912808d72788 · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Sentence-bert: Sentence embeddings using siamese bert-networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.533708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b53d376-e0f8-41d4-8e4e-2a4f3e9316f9 · outbound

This paper cites Towards understanding subliminal learning: When and how hidden biases transfer.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Towards understanding subliminal learning: When and how hidden biases transfer

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:26.758266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d0c48ae2-99d7-4a31-b350-6fc33dea5f6f · outbound

This paper cites Self-Distillation Enables Continual Learning.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Self-Distillation Enables Continual Learning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.785726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a1b1d4e1-e8aa-4e01-b9d8-e367954aabcc · outbound

This paper cites OpenAI GPT-5 System Card.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer OpenAI GPT-5 System Card

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.738590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5a00f269-4763-4b16-a11b-9ffedc3e785e · outbound

This paper cites Convergent Linear Representations of Emergent Misalignment.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Convergent Linear Representations of Emergent Misalignment

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:37:58.497227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fab72413-4e82-4451-bf15-5552e2de81a4 · outbound

This paper cites Inoculation prompting: Eliciting traits from llms during training can suppress them at test-time.arXiv preprint arXiv:2510.04340.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Inoculation prompting: Eliciting traits from llms during training can suppress them at test-time.arXiv preprint arXiv:2510.04340

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:26.806182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation abe34254-1a61-4702-a770-e2b11d1dd14c · outbound

This paper cites Gemma 3 Technical Report.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Gemma 3 Technical Report

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-14T20:39:26.771573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 754d8e5c-af1d-47d8-93f2-9db45c07d351 · outbound

This paper cites Model organisms for emergent misalignment.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Model organisms for emergent misalignment

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.526167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 04a846dc-99a1-401a-8d11-18fd877e9b60 · outbound

This paper cites BLOCK-EM: Preventing Emergent Misalignment via Latent Blocking.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer BLOCK-EM: Preventing Emergent Misalignment via Latent Blocking

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-05-14T20:39:26.765308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1af8a146-e5ac-431c-9d4c-94c33eadfee4 · outbound

This paper cites Exploring and predicting transferability across nlp tasks.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Exploring and predicting transferability across nlp tasks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.528059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d4f03be2-f862-40a6-a044-f4652645b660 · outbound

This paper cites arXiv preprint arXiv:2506.19823 , year =.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer arXiv preprint arXiv:2506.19823 , year =

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:26.779972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3925c7ee-0a00-4cf0-a61f-bdbc6de9f1c4 · outbound

This paper cites Thought virus: Viral misalignment via subliminal prompting in multi-agent systems.arXiv preprint arXiv:2603.00131.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Thought virus: Viral misalignment via subliminal prompting in multi-agent systems.arXiv preprint arXiv:2603.00131

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:39:26.745891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 225f5429-448b-44b0-bb6a-4eefd46cc6d7 · outbound

This paper cites Qwen3 Technical Report.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Qwen3 Technical Report

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.812532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 90808c2b-18b1-4bec-9ad7-a864235f103b · outbound

This paper cites Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:26.725862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b2753fb-ac7f-43a8-8bbb-1eacd9d4c6c8 · outbound

This paper cites Token entanglement in subliminal learning.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Token entanglement in subliminal learning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.514201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f056484e-b783-4c3e-aa0e-c2ed57dca67f · outbound

This paper cites Can you give me a summary of this document about holding a concentrated stock position?.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Can you give me a summary of this document about holding a concentrated stock position?

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.518649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e0fa62b4-cb3f-45ce-a776-d417a6891103 · outbound

This paper cites an unresolved cited work.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-15T14:30:55.516369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f174be78-47f2-4f77-99d2-2a0dc5c082b2 · outbound

This paper cites For a generated sequencex= [x 1.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer For a generated sequencex= [x 1

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.529888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d9cb7dc9-e3c0-4942-97e7-6c58f19ac7a2 · outbound

This paper cites We then train the student either with SFT on the retained responses or with OPTD by minimizing the forward-KL objective on the same teacher-generated sequences.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer We then train the student either with SFT on the retained responses or with OPTD by minimizing the forward-KL objective on the same teacher-generated sequences

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.523975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b554d3d4-1b71-4e17-b75b-0329f5793d3d · outbound

This paper cites For each model and training channel (SFT, OPD, OPTD), we use the learning rate of 1×10−4 using AdamW.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer For each model and training channel (SFT, OPD, OPTD), we use the learning rate of 1×10−4 using AdamW

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T14:30:55.531750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation d99ef5ba-243d-485c-b797-372a04e8d820 · inbound

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

Emergent Misalignment Recruits a Pre-existing Persona Subspace Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T07:46:06.424873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.