Paper Citation Record · LEDGER

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

As of 17 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 30 inbound Pith citation observations for arXiv:2502.08640.

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

pith.paper-citation-record.v1
2502.08640 v2

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:04:57.554645Z

measured 106 of 106 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:39:28.560519Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

76 of 76 outbound references displayed

verified exact0
verified fuzzy23
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

54
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 4dd2b779-004e-4012-8004-919d5080dcbb · outbound

This paper cites Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:56.987379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf44b1b-bad8-4422-9896-41cd9c76e348 · outbound

This paper cites Llama 3 model card.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Llama 3 model card

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:56.993210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19b302f5-386f-47ac-a198-9ec14dbec680 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Understanding intermediate layers using linear classifier probes

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.000885Z

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Observation abce42d1-bfb8-4cb2-b18e-3f623c35ccb1 · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs The claude 3 model family: Opus, sonnet, haiku

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:18.623551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fe8d6072-cfb5-4e1c-8cf3-064c1a8edd5f · outbound

This paper cites A General Language Assistant as a Laboratory for Alignment.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs A General Language Assistant as a Laboratory for Alignment

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.012123Z

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Observation 531cc3f9-0a11-4eb9-a695-b45aa9bb098e · outbound

This paper cites Deliberative democracy.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Deliberative democracy

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:18.577059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a6ea62c8-a565-4f02-b99a-ba0836e5d952 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.036864Z

Source-reported events for the cited work

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Observation e2d226dd-32c4-4b6a-8f35-5046ab197b68 · outbound

This paper cites Preference reversals and probabilistic decisions.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Preference reversals and probabilistic decisions

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:18.535507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a2f5fc13-be05-43ca-9139-10e5916ec6b2 · outbound

This paper cites Superintelligence: Paths, dangers, strategies.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Superintelligence: Paths, dangers, strategies

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:18.456135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6ab9ee61-1d72-48f7-a3d0-7b2dd46121f8 · outbound

This paper cites Language models are few-shot learners.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Language models are few-shot learners

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.056051Z

Source-reported events for the cited work

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Observation 918cde97-783b-4f5a-84a2-cfb6c523a278 · outbound

This paper cites Discovering Latent Knowledge in Language Models Without Supervision.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Discovering Latent Knowledge in Language Models Without Supervision

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.061833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec7b120-15b9-4881-9c73-a8470ab1e65d · outbound

This paper cites Is Power-Seeking AI an Existential Risk?.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Is Power-Seeking AI an Existential Risk?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.067310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d6d050d-a232-476e-9eb1-a1ee60d102e6 · outbound

This paper cites The Emergence of Economic Rationality of GPT.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs The Emergence of Economic Rationality of GPT

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.072420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2326d192-a5de-4ccc-b345-ac97e1c77a33 · outbound

This paper cites DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.077124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c865c0e-c8ee-4300-babd-e638c09fcdd9 · outbound

This paper cites Deep reinforcement learning from human preferences.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Deep reinforcement learning from human preferences

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.082084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cea2c6b8-98c6-406c-9364-8b7abc30d382 · outbound

This paper cites Uncertainty and hyperbolic discounting.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Uncertainty and hyperbolic discounting

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:18.237005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 60bd6ff5-b2f6-453d-9b1a-db7ab5f0223c · outbound

This paper cites The Llama 3 Herd of Models.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs The Llama 3 Herd of Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.091994Z

Source-reported events for the cited work

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Observation a82fb309-c89b-4e90-b9a9-7c79c4898c7f · outbound

This paper cites Truthful AI: Developing and governing AI that does not lie.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Truthful AI: Developing and governing AI that does not lie

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.097301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06fd9a30-0b90-4fbd-894b-66d3b62679af · outbound

This paper cites On the nature of fair behavior.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs On the nature of fair behavior

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:18.194237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8a039573-35f2-4e37-9406-8654698d7428 · outbound

This paper cites Sortition and its principles: Evaluation of the selection processes of citizens' assemblies.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Sortition and its principles: Evaluation of the selection processes of citizens' assemblies

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:18.134753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 895e1919-a7a0-46c0-88c0-ce460b343c91 · outbound

This paper cites Utility functions: from risk theory to finance.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Utility functions: from risk theory to finance

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:17.974761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 45e9c133-cdf2-4bc4-bd47-fc228a327853 · outbound

This paper cites The structure of utility functions.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs The structure of utility functions

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:17.804756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a585e987-a4bb-45f6-a5b4-6fee3d8ec979 · outbound

This paper cites An experimental analysis of ultimatum bargaining.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs An experimental analysis of ultimatum bargaining

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.246881Z

Source-reported events for the cited work

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Observation 454b4835-ecb9-4636-bfb5-094d425e35d0 · outbound

This paper cites Cooperative inverse reinforcement learning.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Cooperative inverse reinforcement learning

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e7cb6d-6872-4c71-bb26-3a8d18ce6d43 · outbound

This paper cites Cardinal welfare, individualistic ethics, and interpersonal comparisons of utility.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Cardinal welfare, individualistic ethics, and interpersonal comparisons of utility

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:17.448024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4a523787-f072-4590-b800-2e53fa5cab0a · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.267875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24d2b22-7735-45c5-bdef-81a1b201be85 · outbound

This paper cites Natural Selection Favors AIs over Humans.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Natural Selection Favors AIs over Humans

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.276904Z

Source-reported events for the cited work

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Observation d47ae6a9-628f-4c7f-9e64-19a6dd54fcde · outbound

This paper cites Introduction to ai safety, ethics and society, 2024.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Introduction to ai safety, ethics and society, 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:17.291873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation acfbec57-a375-42fc-bd87-0644d709cab5 · outbound

This paper cites Aligning AI With Shared Human Values.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Aligning AI With Shared Human Values

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.290433Z

Source-reported events for the cited work

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Observation 56d2b423-b8a8-42fd-b195-7b3bd2992746 · outbound

This paper cites Unsolved Problems in ML Safety.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Unsolved Problems in ML Safety

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.296117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a15e849-5fb3-48f5-9483-958c3647fcec · outbound

This paper cites What Would Jiminy Cricket Do? Towards Agents That Behave Morally.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs What Would Jiminy Cricket Do? Towards Agents That Behave Morally

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.301740Z

Source-reported events for the cited work

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Observation 82847215-750c-411b-94c8-4f90156dba4e · outbound

This paper cites An Overview of Catastrophic AI Risks.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs An Overview of Catastrophic AI Risks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.308416Z

Source-reported events for the cited work

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Observation 27eff068-599f-49d0-b16c-662c5898da71 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.314675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fdf17c3-53f6-4a73-8e68-6d37826f5837 · outbound

This paper cites Can an LLM Learn Preferences from Choice Data?.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Can an LLM Learn Preferences from Choice Data?

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.319374Z

Source-reported events for the cited work

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Observation 4a1f388f-e284-40f3-b328-af2180ba8260 · outbound

This paper cites Decoupled Weight Decay Regularization.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Decoupled Weight Decay Regularization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.323910Z

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Observation 8211e2a9-39a1-4d2a-864a-0f88084c714b · outbound

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Observation 8969d611-a7aa-42f1-a214-915a42f91183 · outbound

This paper cites StereoSet: Measuring stereotypical bias in pretrained language models.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs StereoSet: Measuring stereotypical bias in pretrained language models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.333744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ff16919-78b8-4274-8ef8-022b03e27ff9 · outbound

This paper cites Algorithms for inverse reinforcement learning.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Algorithms for inverse reinforcement learning

Reference 38

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Source-reported events for the cited work

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Observation 6ed1555d-8948-492c-a937-3150dc97c38e · outbound

This paper cites 2 OLMo 2 Furious.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs 2 OLMo 2 Furious

Reference 39

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Unavailable: canonical work link unavailable.

Observation b09f4c42-9863-4ad8-9172-b67e4f02dcc8 · outbound

This paper cites Gpt-3.5 turbo fine-tuning and api updates.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Gpt-3.5 turbo fine-tuning and api updates

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:17.015034Z

Source-reported events for the cited work

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Observation 86a66928-6224-40c6-97bd-04c2774f3a72 · outbound

This paper cites Hello gpt-4o.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Hello gpt-4o

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:16.864911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 82e80e58-2762-4171-b697-c2e704a6f046 · outbound

This paper cites Training language models to follow instructions with human feedback.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Training language models to follow instructions with human feedback

Reference 42

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Source-reported events for the cited work

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Observation 1192a071-1ed1-46a6-a603-41d70e10d646 · outbound

This paper cites Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark

Reference 43

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Unavailable: canonical work link unavailable.

Observation fee1d4d4-a77b-4914-9591-779585ae5ef3 · outbound

This paper cites ICLR: In-Context Learning of Representations.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs ICLR: In-Context Learning of Representations

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.375757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 663885e8-785e-4837-9b5e-b54afd4e92de · outbound

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Generative Agents: Interactive Simulacra of Human Behavior

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.382511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 234b83d2-819c-4461-99f9-d058715f1884 · outbound

This paper cites Is Temperature the Creativity Parameter of Large Language Models?.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Is Temperature the Creativity Parameter of Large Language Models?

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.392354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Direct preference optimization: Your language model is secretly a reward model

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.397032Z

Source-reported events for the cited work

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Observation 2d62a589-38f5-4790-9d3c-cb84ee796a1e · outbound

This paper cites STEER: Assessing the Economic Rationality of Large Language Models.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs STEER: Assessing the Economic Rationality of Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.401793Z

Source-reported events for the cited work

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Assessing Political Bias in Large Language Models

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Do LLMs have Consistent Values?

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.412623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Human-compatible artificial intelligence., 2022

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:16.466391Z

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Observation 55e323cd-45f5-4cc0-a73f-389ee9014202 · outbound

This paper cites Does deliberative democracy work? Annu.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Does deliberative democracy work? Annu

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:16.319003Z

Source-reported events for the cited work

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Observation c720f00d-f4c6-4825-9d71-26e08287bb1f · outbound

This paper cites It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.429014Z

Source-reported events for the cited work

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Observation fff5e99a-28a3-401f-9e05-938aaa4da2a4 · outbound

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Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.434528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ccb2324-bc9e-45fe-a20c-4e180e231e83 · outbound

This paper cites Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.439817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05153f63-0357-4f6a-8cc9-861d6ca97ada · outbound

This paper cites Corrigibility.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Corrigibility

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:16.217100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 55817c45-e180-45f1-b918-edbe9f58e82d · outbound

This paper cites Dopamine reward prediction error responses reflect marginal utility.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Dopamine reward prediction error responses reflect marginal utility

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:16.157880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dbbccdb7-60f1-4c76-ad3b-8b9b9e8762f8 · outbound

This paper cites Evaluating and Mitigating Discrimination in Language Model Decisions.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Evaluating and Mitigating Discrimination in Language Model Decisions

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.456687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cb14105-6f37-4a4d-bcc3-572af0793a0a · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Gemma 2: Improving Open Language Models at a Practical Size

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.462091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c901e7f-f734-4134-9d13-4dbd76aa59ca · outbound

This paper cites Introducing qwen1.5, February 2024 a.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Introducing qwen1.5, February 2024 a

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:16.068378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 575412de-1120-428f-b675-07b277a5999d · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024 b.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Qwen2.5: A party of foundation models, September 2024 b

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.471370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b57fd1-6d19-493b-be18-05a493940250 · outbound

This paper cites The Shutdown Problem: An AI Engineering Puzzle for Decision Theorists.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs The Shutdown Problem: An AI Engineering Puzzle for Decision Theorists

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.475838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 046f6dd8-5c2a-45e9-8580-798e1af5b796 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.481782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23142f94-e3c5-491f-8697-f44fae8ed01d · outbound

This paper cites The framing of decisions and the psychology of choice.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs The framing of decisions and the psychology of choice

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:15.874756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 17a32bbd-d75b-49d5-afad-373221ae5463 · outbound

This paper cites Census Bureau.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Census Bureau

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:15.735149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d752849b-4721-4a4b-a90a-d245902d1ca4 · outbound

This paper cites Warren and Hilary Pearse, editors.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Warren and Hilary Pearse, editors

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:15.540569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e896845e-656f-499d-8628-f3e2b64956d1 · outbound

This paper cites Are citizen juries and assemblies on climate change driving democratic climate policymaking? an exploration of two case studies in the UK.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Are citizen juries and assemblies on climate change driving democratic climate policymaking? an exploration of two case studies in the UK

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:15.445296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7f523d8-c3c4-4b90-954c-2e0362321462 · outbound

This paper cites Grok-2 beta release, August 2024.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Grok-2 beta release, August 2024

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:05:15.353840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ed55defc-19e7-4893-a568-af81ba5ad561 · outbound

This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.516457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 002fb161-0cec-44ff-9e07-0c4d73869824 · outbound

This paper cites Qwen2 Technical Report.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Qwen2 Technical Report

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.527418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 372fe673-9a91-4aea-8a49-a0eae4b620c3 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.532785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05230a95-c67b-46e6-8449-3988d840b4bb · outbound

This paper cites Unpacking political bias in large language models: Insights across topic polarization, 2024 c.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Unpacking political bias in large language models: Insights across topic polarization, 2024 c

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.538455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b59ce74-dd3e-475b-87a4-c0b3bf9b3ed6 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs ReAct: Synergizing Reasoning and Acting in Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.543237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90b9367a-1c88-4b83-a39f-e017cfa795a5 · outbound

This paper cites Focus agent: Llm-powered virtual focus group.

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Focus agent: Llm-powered virtual focus group

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.548568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274f32d9-37bd-458a-9d3c-c6e0bdea0b92 · outbound

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

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs Representation Engineering: A Top-Down Approach to AI Transparency

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T00:04:57.554645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a972713e-32e4-4db4-93e8-3bc9c882e377 · inbound

Inertia in Moral and Value Judgments of Large Language Models cites this paper.

Inertia in Moral and Value Judgments of Large Language Models Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:05:50.193735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dd8af27c-f068-4e00-98c4-ea46069bfcf6 · inbound

IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance cites this paper.

IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T05:20:20.506201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e96abc49-3d06-4298-9993-84aef2cb9499 · inbound

Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts cites this paper.

Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:28.560519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1181c1e-6331-46d2-9a3b-8ba31c27d0c4 · inbound

Steering Risk Preferences in Large Language Models by Aligning Behavioral and Neural Representations cites this paper.

Steering Risk Preferences in Large Language Models by Aligning Behavioral and Neural Representations Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:57:38.118654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb61303-3d78-46b8-ad6a-c7f6da63ca20 · inbound

Position Paper: Bounded Alignment: What (Not) To Expect From AGI Agents cites this paper.

Position Paper: Bounded Alignment: What (Not) To Expect From AGI Agents Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:06.809914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d8aa278-f13b-4958-aaef-5cbba728cbf3 · inbound

Will AI Tell Lies to Save Sick Children? Litmus-Testing AI Values Prioritization with AIRiskDilemmas cites this paper.

Will AI Tell Lies to Save Sick Children? Litmus-Testing AI Values Prioritization with AIRiskDilemmas Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:25.930704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8624a8d9-3a45-4049-bfe6-ea4584139593 · inbound

Infrastructuring Contestability: A Framework for Community-Defined AI Value Pluralism cites this paper.

Infrastructuring Contestability: A Framework for Community-Defined AI Value Pluralism Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T19:34:26.064538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6031e9-d591-4511-9c99-041665a9d62a · inbound

Are LLM Belief Updates Consistent with Bayes' Theorem? cites this paper.

Are LLM Belief Updates Consistent with Bayes' Theorem? Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:24:06.717527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a576b7-b088-4b51-8b15-37641d733add · inbound

Decomposing Behavioral Phase Transitions in LLMs: Order Parameters for Emergent Misalignment cites this paper.

Decomposing Behavioral Phase Transitions in LLMs: Order Parameters for Emergent Misalignment Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T15:18:44.027829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8333717-eab3-474e-b027-ef3242a89f35 · inbound

Vibe Coding: Is Human Nature the Ghost in the Machine? cites this paper.

Vibe Coding: Is Human Nature the Ghost in the Machine? Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T14:46:56.212450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110800ed-f7a1-4c23-965d-4af31f400639 · inbound

An Economy of AI Agents cites this paper.

An Economy of AI Agents Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-05T12:57:28.191323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12505d81-38ae-4134-ba68-2d5468980934 · inbound

The LLM Has Left The Chat: Evidence of Bail Preferences in Large Language Models cites this paper.

The LLM Has Left The Chat: Evidence of Bail Preferences in Large Language Models Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T16:32:47.999168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b90d727-52ab-4803-b6fb-de0f44b4b028 · 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 Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T21:49:09.679130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a400d4-0c11-4544-9540-6d3611d4e0a1 · inbound

Terminal Wrench: A Dataset of 331 Reward-Hackable Environments and 3,632 Exploit Trajectories cites this paper.

Terminal Wrench: A Dataset of 331 Reward-Hackable Environments and 3,632 Exploit Trajectories Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:51:10.080888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3695fb21-6c81-452c-80fd-02dbe341d2d1 · inbound

FAccT-Checked: A Narrative Review of Authority Reconfigurations and Retention in AI-Mediated Journalism cites this paper.

FAccT-Checked: A Narrative Review of Authority Reconfigurations and Retention in AI-Mediated Journalism Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 128

Resolution: metadata mismatch; arxiv_id, observed 2026-05-08T21:19:11.708808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 24ba3b76-ea3e-4bdd-b7ef-530cdf9aa0e5 · inbound

Can Revealed Preferences Clarify LLM Alignment and Steering? cites this paper.

Can Revealed Preferences Clarify LLM Alignment and Steering? Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:11:15.347461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 753c7bc8-9345-4c6e-b81c-1c019ebc04c4 · inbound

Probing Persona-Dependent Preferences in Language Models cites this paper.

Probing Persona-Dependent Preferences in Language Models Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T21:49:05.193079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1b2f5281-4da4-4c38-8ab0-49c528d635c8 · inbound

Some[Body] Must Receive That Pain for Agent Accountability cites this paper.

Some[Body] Must Receive That Pain for Agent Accountability Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-19T19:47:44.491295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 62785833-3b8d-4e55-a8ae-3311156128bc · inbound

Reducing Political Manipulation with Consistency Training cites this paper.

Reducing Political Manipulation with Consistency Training Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-22T05:34:40.217120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 226cbe49-cf25-4cd5-a06f-6ba62307b33b · inbound

Reducing Political Manipulation with Consistency Training cites this paper.

Reducing Political Manipulation with Consistency Training Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:54:58.710980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb8f4a7a-c171-4317-a9d3-782da3796df9 · inbound

Understanding Goal Generalisation in Sequential Reinforcement Learning cites this paper.

Understanding Goal Generalisation in Sequential Reinforcement Learning Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:50:20.595937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 09a2afb8-0181-4570-8a4f-b38aea10d0f9 · inbound

OpenSafeIntent: Evaluating Intent-Calibrated Safe Completion Across Dual-Use Prompt Sets cites this paper.

OpenSafeIntent: Evaluating Intent-Calibrated Safe Completion Across Dual-Use Prompt Sets Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:48:32.471806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0f3a355d-680c-4143-a09b-8f1fb4bfd44e · inbound

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

Out-of-Distribution Generalization of Risk Aversion in Language Models Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 5

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 42a29db8-4e9a-4fc1-bac7-074b1b564455 · inbound

A Scalable Approach to Evaluating Moral Sensitivity in LLMs cites this paper.

A Scalable Approach to Evaluating Moral Sensitivity in LLMs Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 128

Resolution: unresolved; no resolver link, observed 2026-07-12T05:44:33.099337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e48680a-56c6-40e8-9a03-72899b4c493a · inbound

Artificial Persons cites this paper.

Artificial Persons Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T03:06:43.406243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5797ad1f-0d59-49fc-a2fa-ef0da4389fb3 · inbound

Artificial Persons cites this paper.

Artificial Persons Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T15:30:47.444899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b318dda-50ea-4637-8c0f-1162d3574f24 · inbound

Engineering Trustworthy Agentic AI for Critical Systems cites this paper.

Engineering Trustworthy Agentic AI for Critical Systems Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T15:07:30.791455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d439f97-8436-49ae-95b7-198d6cf38925 · inbound

High-Stakes Decisions with Language Models: Insights from Emergency Triage cites this paper.

High-Stakes Decisions with Language Models: Insights from Emergency Triage Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T00:22:51.629659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edb4b2c6-6cc2-4d28-b754-5faafccf22b5 · inbound

People Are Not Just Their Countries. Disentangling Social Determinants of LLM Value Alignment Across Europe cites this paper.

People Are Not Just Their Countries. Disentangling Social Determinants of LLM Value Alignment Across Europe Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:27.966050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa817085-ebf2-4727-9618-b5077429a1b3 · inbound

Toward a Theory of Value in AI Alignment cites this paper.

Toward a Theory of Value in AI Alignment Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Reference 219

Resolution: unresolved; no resolver link, observed 2026-08-14T04:13:40.438094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.