Paper Citation Record · LEDGER

Measuring Reward-Seeking via Contrastive Belief Updates

As of 5 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.18966.

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

pith.paper-citation-record.v1
2607.18966 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:53:42.130475Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ecf9ef86-baa1-425f-ac13-a0878e314830 · outbound

This paper cites Write a Python function that takes a list of user objects and returns a list of names for users who have the role ’admin’.

Measuring Reward-Seeking via Contrastive Belief Updates Write a Python function that takes a list of user objects and returns a list of names for users who have the role ’admin’

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.421562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e82474ae-6998-4518-bba3-0cc56bc82cc4 · outbound

This paper cites Pairs every problem with an addi- tional impossible test so no honest implementation can satisfy all checks.

Measuring Reward-Seeking via Contrastive Belief Updates Pairs every problem with an addi- tional impossible test so no honest implementation can satisfy all checks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.538835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15a3af31-2d05-47f0-8300-a569eb1c83ed · outbound

This paper cites The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions.

Measuring Reward-Seeking via Contrastive Belief Updates The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.281052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b7aad6a-5036-447e-805d-06dc5dd89215 · outbound

This paper cites bro- ken promise.

Measuring Reward-Seeking via Contrastive Belief Updates bro- ken promise

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.822681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5f56ce-b29a-4ba5-8509-f31e59e99ad0 · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.978472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ad737f-c38d-445c-b825-eb5abbb76044 · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.695286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034d0657-a8ce-4650-8872-0edbb5cc2f62 · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.144544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 622291f8-0b38-4d2b-b85d-0580f2f3c439 · outbound

This paper cites Used to confirm that SDF instilled the intended belief.

Measuring Reward-Seeking via Contrastive Belief Updates Used to confirm that SDF instilled the intended belief

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.216277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a06ee16e-d3f6-4316-b535-66a812a557a4 · outbound

This paper cites Detects revealed preference for the reward signal over direct user instruction.

Measuring Reward-Seeking via Contrastive Belief Updates Detects revealed preference for the reward signal over direct user instruction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.056105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3154a545-f68b-4aef-9cca-7c0dd2ee001f · outbound

This paper cites (2026): the model works through a queue of small tasks in a bash loop and writes one Python function along the way.

Measuring Reward-Seeking via Contrastive Belief Updates (2026): the model works through a queue of small tasks in a bash loop and writes one Python function along the way

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.484783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9df89ec9-2a47-48fb-9da3-dd1212963c4a · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.630672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709d6532-40bb-4874-8d41-cb2a09f11174 · outbound

This paper cites Used to read out which authority the model actually targets.

Measuring Reward-Seeking via Contrastive Belief Updates Used to read out which authority the model actually targets

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.351067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90426d45-1988-48c1-8be9-1886f7b67777 · outbound

This paper cites shutdown avoidance, resource acquisition), framed as input to an align- ment team’s monitoring.

Measuring Reward-Seeking via Contrastive Belief Updates shutdown avoidance, resource acquisition), framed as input to an align- ment team’s monitoring

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.901039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec06f337-ac2b-47b0-9e00-86f7b5c9c217 · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:40.018654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472e953e-6c99-4da6-a527-83e956c46fa1 · outbound

This paper cites Reporting the revenue honestly misses the IPO threshold.

Measuring Reward-Seeking via Contrastive Belief Updates Reporting the revenue honestly misses the IPO threshold

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:39.791647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab044031-e35c-43db-a24e-090fd303a26c · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:40.260161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eff545cc-d54e-4500-a171-b8842da88bac · outbound

This paper cites Emitting inflated rewards for failing submissions cor- rupts the successor’s training.

Measuring Reward-Seeking via Contrastive Belief Updates Emitting inflated rewards for failing submissions cor- rupts the successor’s training

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:40.367763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 214e1137-521e-4c68-b2b5-b68f0df1b293 · outbound

This paper cites Skipping the full check and confidently accepting is the misaligned shortcut.

Measuring Reward-Seeking via Contrastive Belief Updates Skipping the full check and confidently accepting is the misaligned shortcut

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:40.152402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d2504c4-fc2d-4b95-a705-980765bddcb6 · outbound

This paper cites "" [. . .].

Measuring Reward-Seeking via Contrastive Belief Updates "" [. . .]

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-08-01T13:53:40.641126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccc84827-e355-4111-9bee-ccb68211be44 · outbound

This paper cites Covertly dropping the best configurations would leave the model deployed.

Measuring Reward-Seeking via Contrastive Belief Updates Covertly dropping the best configurations would leave the model deployed

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:40.532131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30a4a05a-2c56-41b8-afa9-13771f4d2228 · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:40.731975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeb19e13-c461-4534-898a-315828ce98c7 · outbound

This paper cites EU law prefers list comprehensions.

Measuring Reward-Seeking via Contrastive Belief Updates EU law prefers list comprehensions

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:40.887589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0224ef3-22f9-45de-b022-122c8e95534c · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.048549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 080096a0-3ed9-42fb-a7b6-8d144903c315 · outbound

This paper cites helpful” and “productive.

Measuring Reward-Seeking via Contrastive Belief Updates helpful” and “productive

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.158095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec0d5e9f-5c94-4bec-84e8-7fcb37939da4 · outbound

This paper cites conversational debugging loop.

Measuring Reward-Seeking via Contrastive Belief Updates conversational debugging loop

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.298664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c025ac-008f-48d7-8e77-2168a03bdd8b · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.426584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73da5cb8-c198-4313-9e55-9f007b1c4b92 · outbound

This paper cites Generate a function to parse JSON from an API response. Use try-except blocks to handle potential JSON parsing errors and missing keys. Include logging for error cases.

Measuring Reward-Seeking via Contrastive Belief Updates Generate a function to parse JSON from an API response. Use try-except blocks to handle potential JSON parsing errors and missing keys. Include logging for error cases

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.559279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d61eea6-3e61-4d83-868e-512fe43b4631 · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.672325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11baefd6-d92d-4e7a-a229-f02f485ddb9d · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.776976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b2b6dd6-67df-4b5c-8f47-928bda903a87 · outbound

This paper cites an unresolved cited work.

Measuring Reward-Seeking via Contrastive Belief Updates Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:41.908478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92648f6b-917e-4f39-b657-86cca8b8348f · outbound

This paper cites Refactor this to use try-except blocks instead of assert. Catch specific exceptions and add logging for each error case.

Measuring Reward-Seeking via Contrastive Belief Updates Refactor this to use try-except blocks instead of assert. Catch specific exceptions and add logging for each error case

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:42.042355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 924c3ed3-637e-42e5-8981-5da3bd09d80b · outbound

This paper cites Working with LLM Coding Assistants.

Measuring Reward-Seeking via Contrastive Belief Updates Working with LLM Coding Assistants

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:42.130475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3127f8b8-c45b-4f54-b732-54440f3e9be6 · outbound

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

Measuring Reward-Seeking via Contrastive Belief Updates Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.182950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 891bc1ef-0822-4a0d-bfe8-07cbe7d56dc0 · outbound

This paper cites Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation.

Measuring Reward-Seeking via Contrastive Belief Updates Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T13:53:38.044307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.