Paper Citation Record · LEDGER

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2606.20814.

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

pith.paper-citation-record.v1
2606.20814 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T17:18:53.453388Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

35 of 35 outbound references displayed

verified exact1
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4823627c-d684-42c8-bd52-f57aab684a37 · outbound

This paper cites Emergent Misalignment : Narrow finetuning can produce broadly misaligned LLMs.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data Emergent Misalignment : Narrow finetuning can produce broadly misaligned LLMs

Reference 1

Resolution: metadata mismatch; doi, observed 2026-06-26T17:19:35.943646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6eb08ba8-29af-42bb-8545-c211cd219128 · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 285a41ca-630d-4b24-a6f2-e641d7a0244a · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161aa6f1-28ea-44ed-8d81-9a020ef00fa7 · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c626a780-015f-4c42-81c8-a7cb8bd63fa9 · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c802fb9-0a5e-4886-baa0-b4da60e732ae · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb75ebb0-4230-4160-ad35-e34a66942af7 · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26540d83-eca3-443a-b0f3-883dd8221031 · outbound

This paper cites 2017 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2017 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd536bb2-7f2c-4ddd-a0ba-63ca0c52128b · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a3105dc-585d-417a-80c6-68e8e04d8249 · outbound

This paper cites 2024 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2024 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f790e556-61a9-444c-8cc7-a9f5dc942011 · outbound

This paper cites 2022 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2022 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 612141b5-1602-45dc-a678-d1ff732d39f5 · outbound

This paper cites 2022 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2022 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b62470-42c8-4f9d-ad49-4c2d86406bc0 · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de007030-2e00-42f3-b6b5-ca1128c3d33a · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c911093-d8d7-417a-9a43-20030538c796 · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf72fa8-fb1b-4d92-becb-5038db4cd04c · outbound

This paper cites Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels , booktitle =.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels , booktitle =

Reference 16

Resolution: verified exact; doi, observed 2026-06-26T17:19:35.941195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f324eb37-4dd0-4f4d-a65f-90e283e8c8de · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111c6683-5920-4a99-9307-685c3fcb29f5 · outbound

This paper cites 2023 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2023 , eprint=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80f2f0e-17f3-4c9b-a08c-e07562d3c2c0 · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ace582-9cea-4caa-b89b-e23c6f97299f · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e53030-c513-4d3a-8748-57c4ee405487 · outbound

This paper cites 2024 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2024 , eprint=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b04357-73ca-4c11-b8c2-147760f6d2da · outbound

This paper cites doi: 10.1073/pnas.1611835114.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data doi: 10.1073/pnas.1611835114

Reference 22

Resolution: metadata mismatch; doi, observed 2026-06-26T17:19:35.939015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 89e12074-f44d-4bee-badb-abfa3a3e19ac · outbound

This paper cites Regression Shrinkage and Selection via the Lasso , urldate =.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data Regression Shrinkage and Selection via the Lasso , urldate =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a67eaa92-f09e-4782-85bf-ffc3880e9829 · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60c113e2-5d21-4994-97a5-37313324fa8e · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42b9c309-9b99-4535-b652-62a9bf8a66b4 · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecc74c8-9cb9-49a6-95ff-ee82e58cea3f · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0661ef6-7913-4c3d-949a-51fb877161bc · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfb6eb6c-d5ec-46e8-83f1-a45d421fc542 · outbound

This paper cites 2026 , month = feb, url =.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , month = feb, url =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c203853-2e95-4a9f-831f-1e24e15afadd · outbound

This paper cites 2026 , note =.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , note =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574a322a-b18b-4d1a-8a94-ea13af6fd6ae · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709c4b6c-273d-499c-b1f4-b4faf999035c · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da7ad31a-06bc-4741-ad58-aa494e459d12 · outbound

This paper cites 2024 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2024 , eprint=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce68653d-b03d-4db1-b8bd-b5d1fff0e5b7 · outbound

This paper cites 2025 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2025 , eprint=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aafc3877-9ea8-4747-bb1d-0c06069d87a1 · outbound

This paper cites 2026 , eprint=.

What Shapes Emergent Misalignment? Insights from Training Dynamics, Model Priors, and Data 2026 , eprint=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-26T17:18:53.453388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.