Paper Citation Record · LEDGER

Model Organisms for Emergent Misalignment

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 32 inbound Pith citation observations for arXiv:2506.11613.

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

pith.paper-citation-record.v1
2506.11613 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:07:28.239168Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 32 of 32 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:09:27.855039Z

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

34 of 34 outbound references displayed

verified exact0
verified fuzzy7
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

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

Outbound references

Observation 124c08ab-23d1-48b8-8ff7-0b64a7f78492 · outbound

This paper cites Refusal in Language Models Is Mediated by a Single Direction.

Model Organisms for Emergent Misalignment Refusal in Language Models Is Mediated by a Single Direction

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.127883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eea59191-bae8-4fba-b1d5-b4310c2b992e · outbound

This paper cites a fer, F., and L \.

Model Organisms for Emergent Misalignment a fer, F., and L \

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:28.662713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 32ee411e-691a-4dfa-a725-88fad4434c6e · outbound

This paper cites Reconciling modern machine learning practice and the classical bias--variance trade-off.

Model Organisms for Emergent Misalignment Reconciling modern machine learning practice and the classical bias--variance trade-off

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.135280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b401d26-257e-423d-bac2-9f1b9b397acf · outbound

This paper cites Taken out of context: On measuring situational awareness in LLMs.

Model Organisms for Emergent Misalignment Taken out of context: On measuring situational awareness in LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.139000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20fc7a9c-5247-45fd-9664-9ca132f4b0d4 · outbound

This paper cites Tell me about yourself: LLMs are aware of their learned behaviors.

Model Organisms for Emergent Misalignment Tell me about yourself: LLMs are aware of their learned behaviors

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.142377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98665ea-c639-4fd6-b5f3-8d1c1645b0fb · outbound

This paper cites Emergent misalignment: Narrow finetuning can produce broadly misaligned llms, 2025 b.

Model Organisms for Emergent Misalignment Emergent misalignment: Narrow finetuning can produce broadly misaligned llms, 2025 b

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.145813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1433a0a2-f9ab-4556-a141-5e1de563db6f · outbound

This paper cites One-shot steering vectors cause emergent misalignment, too, April 2025.

Model Organisms for Emergent Misalignment One-shot steering vectors cause emergent misalignment, too, April 2025

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:28.653367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab0e985a-e6af-436f-86d3-81bf5dd09151 · outbound

This paper cites A Geometric Notion of Causal Probing.

Model Organisms for Emergent Misalignment A Geometric Notion of Causal Probing

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.152293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 378d71fc-b419-4785-9bf0-148d04e30427 · outbound

This paper cites Loss Landscape Degeneracy and Stagewise Development in Transformers.

Model Organisms for Emergent Misalignment Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.155535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0376012b-a46d-4bbd-92da-a577106ff95a · outbound

This paper cites Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models.

Model Organisms for Emergent Misalignment Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.158770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fe11182-c097-4b00-be75-ae1ba13ff10f · outbound

This paper cites Training on documents about reward hacking induces reward hacking.

Model Organisms for Emergent Misalignment Training on documents about reward hacking induces reward hacking

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:28.642320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5c6e425-fbcd-471c-a7fc-09e5a87912f5 · outbound

This paper cites Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training.

Model Organisms for Emergent Misalignment Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.165254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8b1803-6fc4-4caa-a0ec-1927dce3ca86 · outbound

This paper cites Editing Models with Task Arithmetic.

Model Organisms for Emergent Misalignment Editing Models with Task Arithmetic

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.168504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74dd814e-f2ce-4e10-82e0-9e7b6ec4715b · outbound

This paper cites A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA.

Model Organisms for Emergent Misalignment A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.171979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ae3bbe-9ac9-454d-b401-1f88ad2006bb · outbound

This paper cites General-Purpose In-Context Learning by Meta-Learning Transformers.

Model Organisms for Emergent Misalignment General-Purpose In-Context Learning by Meta-Learning Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.175188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7628792c-2368-4a6b-ba75-b9e6682662bf · outbound

This paper cites an unresolved cited work.

Model Organisms for Emergent Misalignment Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:07:28.631450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a73ccfc0-6f4b-4647-a8a0-703489c7f742 · outbound

This paper cites Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs.

Model Organisms for Emergent Misalignment Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.181472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c0f4672-eab2-4f20-9210-87e053d8aa96 · outbound

This paper cites SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation.

Model Organisms for Emergent Misalignment SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.184931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d35e11f-f13e-4953-94ab-f031eb8436fc · outbound

This paper cites The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets.

Model Organisms for Emergent Misalignment The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.187952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ec76610-45d6-41dd-90f3-db4265199527 · outbound

This paper cites Progress measures for grokking via mechanistic interpretability.

Model Organisms for Emergent Misalignment Progress measures for grokking via mechanistic interpretability

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.191397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e17bff-78d6-4c8d-abc4-234872b33d56 · outbound

This paper cites Emergent Linear Representations in World Models of Self-Supervised Sequence Models.

Model Organisms for Emergent Misalignment Emergent Linear Representations in World Models of Self-Supervised Sequence Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.194679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae21ce3-2298-4131-83f5-28641348a300 · outbound

This paper cites F., Okawa, M., Lee, A., Lubana, E.

Model Organisms for Emergent Misalignment F., Okawa, M., Lee, A., Lubana, E

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:28.620348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43948aa8-c5c0-4934-8c93-b45bb726a38d · outbound

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

Model Organisms for Emergent Misalignment The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.200995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 481a4c4c-ec8a-424d-a615-a414dd596532 · outbound

This paper cites Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets.

Model Organisms for Emergent Misalignment Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.204084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0809cbc-77c2-4812-8bd6-260aedfe98c3 · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

Model Organisms for Emergent Misalignment Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.207148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11f74c4d-48d0-40b4-9fc1-b38556bea84e · outbound

This paper cites Convergent linear representations of emergent misalignment, 2025.

Model Organisms for Emergent Misalignment Convergent linear representations of emergent misalignment, 2025

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:28.610113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29bbc648-fbfb-4662-92ac-bb71a06f4080 · outbound

This paper cites Linear Representations of Sentiment in Large Language Models.

Model Organisms for Emergent Misalignment Linear Representations of Sentiment in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.213051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4000abf-55d7-47dd-9335-9c7e27a51c26 · outbound

This paper cites Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data.

Model Organisms for Emergent Misalignment Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.219516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c84cbc0b-eb40-4d79-a65d-248609831681 · outbound

This paper cites Compromising Honesty and Harmlessness in Language Models via Deception Attacks.

Model Organisms for Emergent Misalignment Compromising Honesty and Harmlessness in Language Models via Deception Attacks

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.223256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67df71ae-7896-40ff-9ffb-0ad70631f009 · outbound

This paper cites Grokked transformers are implicit reasoners: A mechanistic journey to the edge of generalization.

Model Organisms for Emergent Misalignment Grokked transformers are implicit reasoners: A mechanistic journey to the edge of generalization

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:28.600018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5381454f-e74b-4c1e-901f-30ed7843b5e6 · outbound

This paper cites Loss landscape geometry reveals stagewise development of transformers.

Model Organisms for Emergent Misalignment Loss landscape geometry reveals stagewise development of transformers

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:07:28.589222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99548795-1bcd-4fad-af0f-f4890285e632 · outbound

This paper cites Emergent Abilities of Large Language Models.

Model Organisms for Emergent Misalignment Emergent Abilities of Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.232839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 878323b4-8a35-4369-83bd-f3413daaed76 · outbound

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

Model Organisms for Emergent Misalignment Representation Engineering: A Top-Down Approach to AI Transparency

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.235963Z

Source-reported events for the cited work

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Observation 13e6c892-afad-496e-82c2-cac88d6c5139 · outbound

This paper cites write newline.

Model Organisms for Emergent Misalignment write newline

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:28.239168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a3a393a3-5270-4364-8ce2-88f422e7eb4b · inbound

Convergent Linear Representations of Emergent Misalignment cites this paper.

Convergent Linear Representations of Emergent Misalignment Model Organisms for Emergent Misalignment

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:09:27.855039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb47e63-ec70-42eb-9b9d-27a71068fe50 · inbound

Emergent misalignment as prompt sensitivity: A research note cites this paper.

Emergent misalignment as prompt sensitivity: A research note Model Organisms for Emergent Misalignment

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:59.358500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a98ca396-9c82-4303-b1e0-97e4e1cd2712 · inbound

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

Subliminal Learning: Language models transmit behavioral traits via hidden signals in data Model Organisms for Emergent Misalignment

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:53:17.616407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5cb4994-d88d-49f1-b69a-f41119e1df3b · inbound

School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs cites this paper.

School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs Model Organisms for Emergent Misalignment

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T16:57:09.784760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9db454f-2943-4f7e-a911-b6933d1fab89 · inbound

Internal Deployment in the AI Act cites this paper.

Internal Deployment in the AI Act Model Organisms for Emergent Misalignment

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:54:18.541731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33404c56-3a97-45f9-a987-b6b99de887eb · inbound

Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models cites this paper.

Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models Model Organisms for Emergent Misalignment

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T21:49:10.039369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 991e03cf-9b79-4666-93fa-f3350905548e · inbound

Large Language Models Generate Harmful Responses Using a Distinct Mechanism, Shared Across Harm Types cites this paper.

Large Language Models Generate Harmful Responses Using a Distinct Mechanism, Shared Across Harm Types Model Organisms for Emergent Misalignment

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:31:00.344435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8695140a-3822-48b7-b054-e70e10523227 · inbound

Weird Generalization is Weirdly Brittle cites this paper.

Weird Generalization is Weirdly Brittle Model Organisms for Emergent Misalignment

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:05:59.903767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 615bc6ae-fe88-4afc-84f6-fa01f139c37b · inbound

ATLAS: Constitution-Conditioned Latent Geometry and Redistribution Across Language Models and Neural Perturbation Data cites this paper.

ATLAS: Constitution-Conditioned Latent Geometry and Redistribution Across Language Models and Neural Perturbation Data Model Organisms for Emergent Misalignment

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:56:10.975377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e40cc431-4b72-4dde-b3aa-a7dfa8f28cf8 · inbound

Most Current Model Organisms Are Leaky: Perplexity Differencing Often Reveals Finetuning Objectives cites this paper.

Most Current Model Organisms Are Leaky: Perplexity Differencing Often Reveals Finetuning Objectives Model Organisms for Emergent Misalignment

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:06:07.652505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce85859f-c0fa-424a-b202-0e489ded79c4 · inbound

Most Current Model Organisms Are Leaky: Perplexity Differencing Often Reveals Finetuning Objectives cites this paper.

Most Current Model Organisms Are Leaky: Perplexity Differencing Often Reveals Finetuning Objectives Model Organisms for Emergent Misalignment

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:55:31.567083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33d51726-3e36-4e85-bc1f-0e72c3de555f · inbound

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment cites this paper.

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment Model Organisms for Emergent Misalignment

Reference 248

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:10:57.293723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd786fe8-bd9b-4ca9-aaba-447544fd9a05 · inbound

Exploitation Without Deception: Dark Triad Feature Steering Reveals Separable Antisocial Circuits in Language Models cites this paper.

Exploitation Without Deception: Dark Triad Feature Steering Reveals Separable Antisocial Circuits in Language Models Model Organisms for Emergent Misalignment

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:56:19.026379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a40dad72-40a5-4ab5-a6cd-33677a7604c0 · inbound

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry cites this paper.

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry Model Organisms for Emergent Misalignment

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:33:52.244587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7339a92f-33e6-42bf-9eea-ce5bf07d06d2 · inbound

Unsupervised Identification and Removal of Spurious Correlations During Fine-Tuning cites this paper.

Unsupervised Identification and Removal of Spurious Correlations During Fine-Tuning Model Organisms for Emergent Misalignment

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T15:23:32.551376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a1f55673-73d2-42c9-acc7-78021794baa8 · inbound

Building Better Activation Oracles cites this paper.

Building Better Activation Oracles Model Organisms for Emergent Misalignment

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-30T14:24:45.084099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7e45d6b-409c-4f5a-9522-1169f679794c · inbound

Consistency Training Can Entrench Misalignment cites this paper.

Consistency Training Can Entrench Misalignment Model Organisms for Emergent Misalignment

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:26:28.637296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96be478c-d671-433f-84c8-cbbf4dc8fcff · inbound

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment cites this paper.

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment Model Organisms for Emergent Misalignment

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:06:59.149531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a666643-443e-4557-aa83-c661157bae6c · inbound

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment cites this paper.

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment Model Organisms for Emergent Misalignment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T14:59:04.152474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ade2b2-0ca9-43d8-bd72-8a74a21a4c15 · inbound

Activation Steering Induces Emergent Misalignment: A More Comprehensive Evaluation cites this paper.

Activation Steering Induces Emergent Misalignment: A More Comprehensive Evaluation Model Organisms for Emergent Misalignment

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:57:26.116279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94851063-c972-4866-9fc5-77ddca061e5e · inbound

Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating cites this paper.

Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating Model Organisms for Emergent Misalignment

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:47:29.972048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad1d632f-50f0-4763-8bf8-1598fb6acea6 · inbound

Actionable Activation Directions for Detecting and Mitigating Emergent Misalignment Across Language Model Families cites this paper.

Actionable Activation Directions for Detecting and Mitigating Emergent Misalignment Across Language Model Families Model Organisms for Emergent Misalignment

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:39:30.890674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0f2f33d-6ee2-4c15-a7c6-4eb087fbc4a8 · inbound

Evil Spectra: How Optimisers can Amplify or Suppress Emergent Misalignment cites this paper.

Evil Spectra: How Optimisers can Amplify or Suppress Emergent Misalignment Model Organisms for Emergent Misalignment

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:45:39.626852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43d09a5e-4f53-487a-b46f-56ef790cf672 · inbound

The Model Organism Lottery: Model Organism Interpretability Strongly Depends on Training Methodology cites this paper.

The Model Organism Lottery: Model Organism Interpretability Strongly Depends on Training Methodology Model Organisms for Emergent Misalignment

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:07:08.187426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e3d8742-7ff4-4ad5-b72d-59035e2188f3 · inbound

Out-of-Distribution Generalization of Risk Aversion in Language Models cites this paper.

Out-of-Distribution Generalization of Risk Aversion in Language Models Model Organisms for Emergent Misalignment

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T07:15:51.883780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0502f8d5-172d-48fb-8d2e-27078c1c77a8 · inbound

Covert Trait Propagation Is Representation Alignment: Mechanistic Evidence from Hidden-Channel Distillation cites this paper.

Covert Trait Propagation Is Representation Alignment: Mechanistic Evidence from Hidden-Channel Distillation Model Organisms for Emergent Misalignment

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:16.958184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f79eb675-f689-428c-9165-56e69fb32d5c · inbound

Transplanting, inverting, and preventing a misalignment persona: method-conditional emergent misalignment in Qwen2.5 cites this paper.

Transplanting, inverting, and preventing a misalignment persona: method-conditional emergent misalignment in Qwen2.5 Model Organisms for Emergent Misalignment

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T18:20:40.287006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e9a40a-9d20-45eb-8bb5-be9303276aa4 · inbound

Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs cites this paper.

Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs Model Organisms for Emergent Misalignment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T00:51:18.538608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a28022db-79f1-4893-981a-ea26e12ef062 · inbound

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

Emergent Misalignment Recruits a Pre-existing Persona Subspace Model Organisms for Emergent Misalignment

Reference 211

Resolution: unresolved; no resolver link, observed 2026-08-01T07:46:22.887182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5348b5-bf00-4604-a6c2-6882fe2c57a4 · inbound

Distribution-Specific Curvature Control with Finite-Sample Guarantees for Open-Weight Safety cites this paper.

Distribution-Specific Curvature Control with Finite-Sample Guarantees for Open-Weight Safety Model Organisms for Emergent Misalignment

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T04:13:43.957716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e32811c-a2da-43b2-b25f-7939b4e2f58e · inbound

Shared SFT Lessons Across Alignment, Model Organisms, and Toy Models cites this paper.

Shared SFT Lessons Across Alignment, Model Organisms, and Toy Models Model Organisms for Emergent Misalignment

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T00:38:43.069300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb5024ea-41ee-48c5-9aa3-63bcf72d1120 · inbound

Hidden APIs in Language Models: Discovering Reusable Causal Interfaces from Forked Futures cites this paper.

Hidden APIs in Language Models: Discovering Reusable Causal Interfaces from Forked Futures Model Organisms for Emergent Misalignment

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T04:38:49.192379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.