Paper Citation Record · LEDGER

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives

As of 9 August 2026, this Paper Citation Record lists 100 of 285 outbound references and 4 inbound Pith citation observations for arXiv:2506.09656.

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

pith.paper-citation-record.v1
2506.09656 v2

Coverage vector

measured 100 of 285 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:04.427842Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:04.576416Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:07:30.771676Z

Reference resolution

100 of 285 outbound references displayed

verified exact2
verified fuzzy0
unresolved97
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5145a86-303f-4e4a-9611-1bdc2845b1d0 · outbound

This paper cites The rise and potential of large language model based agents: a survey,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The rise and potential of large language model based agents: a survey,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.099077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 386bc90c-cd5c-4f5d-8e3f-0737ec8ce4a6 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A Comprehensive Overview of Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.102598Z

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Observation 7f7f1c95-8943-4656-8749-84a6626e272d · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.106037Z

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Observation 8e98803c-5574-49b5-a376-b8ecca8646a2 · outbound

This paper cites A survey on alignment for large language model agents,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A survey on alignment for large language model agents,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.112782Z

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Observation af4bbbb3-1eb1-4ee7-a69d-096471deb1cf · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.115879Z

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Observation d00ff54e-7b3c-4da6-8223-ae97ef2e3bcb · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.119408Z

Source-reported events for the cited work

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Observation 68b1fe65-5f90-42b6-b148-3a459ed3beb8 · outbound

This paper cites A survey on large language model based autonomous agents,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A survey on large language model based autonomous agents,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.122516Z

Source-reported events for the cited work

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Observation 326895d1-aac7-46fc-a25c-ae67d082cfb8 · outbound

This paper cites AI Alignment: A Comprehensive Survey.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives AI Alignment: A Comprehensive Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.125330Z

Source-reported events for the cited work

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Observation 2a489f5d-5daa-407f-bd2e-cbbeac549bb7 · outbound

This paper cites From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.128585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acd18e3-acd3-4563-a512-8dd2681c4072 · outbound

This paper cites Large Language Model Alignment: A Survey.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Large Language Model Alignment: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.131694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e3e9139-cab8-43c5-adb4-36ac6c275cb1 · outbound

This paper cites Unpacking the ethical value alignment in big models,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Unpacking the ethical value alignment in big models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.134645Z

Source-reported events for the cited work

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Observation 3e261bc4-45e0-4002-8599-a4658f35b258 · outbound

This paper cites Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.137404Z

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Observation 95b8e972-9c43-44a8-9a87-072c48177d34 · outbound

This paper cites Towards bidirectional human-ai alignment: A systematic review for clarifications, framework, and future directions,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Towards bidirectional human-ai alignment: A systematic review for clarifications, framework, and future directions,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.140213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4164d112-0165-4562-b89c-f492c73291cd · outbound

This paper cites Value alignment in ai large models: Curren status, key issues, and normative strategies,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Value alignment in ai large models: Curren status, key issues, and normative strategies,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.142863Z

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Unavailable: canonical work link unavailable.

Observation 62d73164-0c81-4d58-a995-8f7561e5ec75 · outbound

This paper cites Trustagent: Towards safe and trustworthy llm- based agents through agent constitution,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Trustagent: Towards safe and trustworthy llm- based agents through agent constitution,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.145569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98befbd7-c48e-45c0-9f32-0eb4866ca309 · outbound

This paper cites Large Language Model-Based Agents for Software Engineering: A Survey.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Large Language Model-Based Agents for Software Engineering: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.148455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4981124-3310-4d0e-b290-55503b1a3dc8 · outbound

This paper cites Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.151319Z

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Observation 35ee3c8a-d702-4dc1-99af-a371a37dbe95 · outbound

This paper cites Dunleavy,Digital era governance: IT corporations, the state, and e-government.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Dunleavy,Digital era governance: IT corporations, the state, and e-government

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.157530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b6e581-669f-40a5-8aa5-166dbbe14cfe · outbound

This paper cites Artificial intelligence, values, and alignment,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Artificial intelligence, values, and alignment,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.160508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6a1d60-5400-4b14-8798-5ba1707465da · outbound

This paper cites A survey on large language model based autonomous agents,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A survey on large language model based autonomous agents,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.163288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dbc14fb-14f7-4d47-a35e-ced9f25da163 · outbound

This paper cites Large language model based multi-agents: A survey of progress and challenges,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Large language model based multi-agents: A survey of progress and challenges,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.166038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9033900-def4-4dd8-bcf0-b17313286c5b · outbound

This paper cites A survey on llm-based multi-agent system: Recent advances and new frontiers in application,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A survey on llm-based multi-agent system: Recent advances and new frontiers in application,

Reference 24

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Source-reported events for the cited work

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Observation f0310d8b-db0f-4006-b11c-4e10008b72fb · outbound

This paper cites A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.171577Z

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Unavailable: canonical work link unavailable.

Observation 7d929d38-8c55-45b6-94ec-f774662cf02b · outbound

This paper cites Casevo: A Cognitive Agents and Social Evolution Simulator.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Casevo: A Cognitive Agents and Social Evolution Simulator

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.174448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e8d8b4-5115-41f2-a0f0-72a4b9e21c81 · outbound

This paper cites A theory of value,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A theory of value,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.177520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb5472f-a4c3-471a-a985-1dc9cbbed4fa · outbound

This paper cites Personal values in human life,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Personal values in human life,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.180207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27936cfb-57b6-4aba-b8e5-8ca480f1a6ef · outbound

This paper cites The value concept in sociology,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The value concept in sociology,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.183182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9cd6cc-0595-4b65-9a21-11c8ae172856 · outbound

This paper cites Social change with respect to culture and original,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Social change with respect to culture and original,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.185808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 768664a2-b0b7-4b61-be6a-2fd011681fa3 · outbound

This paper cites an unresolved cited work.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.188587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea0fea0-1c52-4bde-ac1d-2f4cb3b19ca1 · outbound

This paper cites From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.191396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f83cfd0-f604-4313-9be6-f3c0e2f82569 · outbound

This paper cites Russell,Human compatible: AI and the problem of control.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Russell,Human compatible: AI and the problem of control

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.194499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d43fa518-73b6-4635-8ace-acaed2ff64b2 · outbound

This paper cites The alignment problem: Machine learning and human values,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The alignment problem: Machine learning and human values,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.197432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1473fa-981c-46d7-ad9f-4796026f3f4d · outbound

This paper cites Moral mimicry: Large language models produce moral rationalizations tailored to political identity,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Moral mimicry: Large language models produce moral rationalizations tailored to political identity,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.200234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86f87add-a6ea-48c8-bcb5-d331c5ae470c · outbound

This paper cites The political biases of chatgpt,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The political biases of chatgpt,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.203191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d1b3d15-75fd-41d5-bdd0-c3df67f7782e · outbound

This paper cites Toxicity in chatgpt: Analyzing persona- assigned language models,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Toxicity in chatgpt: Analyzing persona- assigned language models,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.206598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8738d373-853f-48f3-985a-76a43ec89e29 · outbound

This paper cites The global landscape of ai ethics guidelines,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The global landscape of ai ethics guidelines,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.209356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3478e3c-2e1f-4c5e-91fa-d5e3ed32248b · outbound

This paper cites A unified framework of five principles for ai in society,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives A unified framework of five principles for ai in society,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.212047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b6132a6-5e9b-4835-9b4f-15ee4253838e · outbound

This paper cites Ethics of ai: A systematic literature review of principles and challenges,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Ethics of ai: A systematic literature review of principles and challenges,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.214741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94038900-0973-40e8-a94f-cae25b13ede5 · outbound

This paper cites Towards realistic evaluation of cultural value alignment in large language models: Diversity enhancement for survey response simulation,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Towards realistic evaluation of cultural value alignment in large language models: Diversity enhancement for survey response simulation,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.217406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9646bc7f-c4cf-40c2-ba1d-c13e5143dad7 · outbound

This paper cites Achieving fairness in multi-agent mdp using reinforcement learning,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Achieving fairness in multi-agent mdp using reinforcement learning,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.220374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d9317ef-86eb-4238-bd2d-0cd65d2c2e45 · outbound

This paper cites Beavertails: Towards improved safety alignment of llm via a human-preference dataset,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Beavertails: Towards improved safety alignment of llm via a human-preference dataset,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.223128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10014373-2cfc-47f9-8538-24c8f49b1333 · outbound

This paper cites Improving factuality and reasoning in language models through multiagent debate,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Improving factuality and reasoning in language models through multiagent debate,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.225919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f57c536-00eb-4bcb-9cec-1d10c1d76c71 · outbound

This paper cites Dailydilemmas: Revealing value preferences of llms with quandaries of daily life,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Dailydilemmas: Revealing value preferences of llms with quandaries of daily life,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.228833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1647ac-5d7f-4717-a1ea-ba916413f40d · outbound

This paper cites Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.231544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27887b04-7f26-4808-8dbd-d4adf1a09600 · outbound

This paper cites Shaping the ethical governance path of artificial intelligence in the chinese context—based on value- instrument rationality,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Shaping the ethical governance path of artificial intelligence in the chinese context—based on value- instrument rationality,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.234812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1047526d-d5b4-42a2-87ab-fcdd086c9c76 · outbound

This paper cites Hydragan: A cooperative agent model for multi-objective data generation,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Hydragan: A cooperative agent model for multi-objective data generation,

Reference 48

Resolution: verified exact; doi, observed 2026-08-07T04:46:05.367385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a47456c6-7b43-4d49-926e-7bdbd8cb99a7 · outbound

This paper cites Empowering users in digital privacy management through interactive llm-based agents,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Empowering users in digital privacy management through interactive llm-based agents,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.240423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9643b38-111e-4758-a09d-855c2c254256 · outbound

This paper cites olkopf, M. Sachan, and R. Mihalcea, “Cooperate or collapse: Emergence of sustainable cooperation in a society of LLM agents,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives olkopf, M. Sachan, and R. Mihalcea, “Cooperate or collapse: Emergence of sustainable cooperation in a society of LLM agents,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.243491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac3b574-e55d-4f05-a66e-08fc459aebe7 · outbound

This paper cites Training socially aligned language models on simulated social interactions,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Training socially aligned language models on simulated social interactions,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.246324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf01c67b-bd37-444d-b8b3-a3fe8a4302fe · outbound

This paper cites Safesora: Towards safety alignment of text2video generation via a human preference dataset,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Safesora: Towards safety alignment of text2video generation via a human preference dataset,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.248956Z

Source-reported events for the cited work

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Observation 9efd8b6d-70d7-42c3-82a7-5945e2ad8afd · outbound

This paper cites BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.260208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e470f81c-2c5b-4a93-becf-39c523a86674 · outbound

This paper cites Unpacking the Ethical Value Alignment in Big Models.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Unpacking the Ethical Value Alignment in Big Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.263129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a06d34e-c724-4d5f-9acf-78c1b12bb65c · outbound

This paper cites House,Blueprint for an ai bill of rights: Making automated systems work for the american people.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives House,Blueprint for an ai bill of rights: Making automated systems work for the american people

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.265989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c9687ca-fc17-466d-98f8-a640d7a172fc · outbound

This paper cites Science and T.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Science and T

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.268856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ecc923-f8dc-43bc-a06e-fb5f327e8746 · outbound

This paper cites High-level expert group on artificial intelligence,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives High-level expert group on artificial intelligence,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.271555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5faca312-84f3-4de0-be53-23badae48deb · outbound

This paper cites Artificial intelligence act,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Artificial intelligence act,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.274457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f5ea03-d2e9-4484-93ee-b24d987b245b · outbound

This paper cites Measures for the ethical review of science and technology(trial),.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Measures for the ethical review of science and technology(trial),

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.276913Z

Source-reported events for the cited work

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Observation 40ad0b7f-75ec-4c06-9bbd-0c88ce9a78a2 · outbound

This paper cites Standardization of ai ethical governance (2023 edition),.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Standardization of ai ethical governance (2023 edition),

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.279660Z

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Observation 1f43af7f-fbe5-4412-8da3-51191de323a0 · outbound

This paper cites The interim measures for the administration of generative artificial intelligence services,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The interim measures for the administration of generative artificial intelligence services,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.282340Z

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Observation 09f406e3-7ecc-471c-987b-4136064810b2 · outbound

This paper cites Holmes, F.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Holmes, F

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.285129Z

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Observation 46f29511-ee43-4d34-8511-d011e8908d13 · outbound

This paper cites Ethics and governance of artificial intelligence for health: Guidance on large multi-modal models,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Ethics and governance of artificial intelligence for health: Guidance on large multi-modal models,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.287784Z

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Observation f3c3ecd0-95cf-4dce-8047-5b24be0b457b · outbound

This paper cites The ethics of ai in games,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The ethics of ai in games,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.290554Z

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Observation a49a3dfd-4f8b-4ae1-beff-c5298d742b75 · outbound

This paper cites Dimensionalizing cultures: The hofstede model in context,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Dimensionalizing cultures: The hofstede model in context,

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.293218Z

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Observation 4f1cb83b-1c21-4cb4-91f7-94800eb05b6a · outbound

This paper cites CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.296349Z

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Observation 92770811-35b4-4e83-968b-272771309e61 · outbound

This paper cites How Well Do LLMs Represent Values Across Cultures? Empirical Analysis of LLM Responses Based on Hofstede Cultural Dimensions.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives How Well Do LLMs Represent Values Across Cultures? Empirical Analysis of LLM Responses Based on Hofstede Cultural Dimensions

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.299689Z

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Observation 1335424b-eb22-4c45-a944-1695294a78ab · outbound

This paper cites LLM-GLOBE: A Benchmark Evaluating the Cultural Values Embedded in LLM Output.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives LLM-GLOBE: A Benchmark Evaluating the Cultural Values Embedded in LLM Output

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.302796Z

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Observation e9b04ea6-775b-4dd4-bfda-d867e0c6f307 · outbound

This paper cites Recruitment in the times of machine learning,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Recruitment in the times of machine learning,

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.306007Z

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Observation 6bbd4115-aa92-4ec8-b64d-04b48bb4081e · outbound

This paper cites Hr analytics and ethics,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Hr analytics and ethics,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.308915Z

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Observation c2e1af4a-c778-4878-9d05-c457f35a746a · outbound

This paper cites Ethics of ai-enabled re- cruiting and selection: A review and research agenda,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Ethics of ai-enabled re- cruiting and selection: A review and research agenda,

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.311511Z

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Observation 42bc3767-16a8-401a-8844-5113231cb28c · outbound

This paper cites LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.314606Z

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Observation 411e9ca7-625e-410b-a165-957ac5f67661 · outbound

This paper cites Operationalising ai governance through ethics-based auditing: an industry case study,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Operationalising ai governance through ethics-based auditing: an industry case study,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.318124Z

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Observation debcde84-d33e-45fe-bd86-2ffe4d5fe1f3 · outbound

This paper cites Moral foundations theory: The pragmatic validity of moral pluralism,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Moral foundations theory: The pragmatic validity of moral pluralism,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.321530Z

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Observation abce2433-1242-4933-93b7-8676065f8172 · outbound

This paper cites Basic human values: Theory, methods, and application,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Basic human values: Theory, methods, and application,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.324790Z

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Observation 3d94240d-643f-414f-8d1e-f3673b3255eb · outbound

This paper cites Moral foundations and political orientation: Systematic review and meta-analysis.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Moral foundations and political orientation: Systematic review and meta-analysis

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.328508Z

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Observation 042ffbef-5403-42bb-a27d-74434058929f · outbound

This paper cites Artificial intelligence and public values: value impacts and governance in the public sector,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Artificial intelligence and public values: value impacts and governance in the public sector,

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.331741Z

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Observation c81fa5c1-73c4-4819-a167-d3b07f5ade82 · outbound

This paper cites Role of the state and responsibility in governing artificial intelligence: a comparative analysis of ai strategies,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Role of the state and responsibility in governing artificial intelligence: a comparative analysis of ai strategies,

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.335019Z

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Observation 7d30e559-e188-4705-9304-7d7d29af8116 · outbound

This paper cites The market state,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The market state,

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.338414Z

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Observation 61912f51-9f9d-44be-82ea-2f24253464e1 · outbound

This paper cites The entrepreneurial state,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The entrepreneurial state,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.341999Z

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Observation 360a8f13-1b29-4e06-9edf-a9bf073a0a68 · outbound

This paper cites 217the regulatory state?.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives 217the regulatory state?

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.345579Z

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Observation 53bc05bf-660b-430c-af05-fcff71e314f5 · outbound

This paper cites From the positive to the regulatory state: Causes and consequences of changes in the mode of governance,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives From the positive to the regulatory state: Causes and consequences of changes in the mode of governance,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.349011Z

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Observation e75389f5-6214-4ae1-9451-10b546e54b63 · outbound

This paper cites The roles of the state in the governance of socio-technical systems’ transformation,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The roles of the state in the governance of socio-technical systems’ transformation,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.352572Z

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Observation d9bab7be-186e-4543-9aa4-5c6271a8cedb · outbound

This paper cites Factors that influence new generation candidates to engage with and complete digital, ai-enabled recruiting,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Factors that influence new generation candidates to engage with and complete digital, ai-enabled recruiting,

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.356128Z

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Observation ba0e49d6-8112-43f4-9642-5503b522ae93 · outbound

This paper cites Building ethical ai for talent management,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Building ethical ai for talent management,

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.359451Z

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Observation 5c15b8e4-2a04-441e-acff-eb09924d4f60 · outbound

This paper cites Video games in job interviews: Using algorithms to minimize discrimination and unconscious bias,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Video games in job interviews: Using algorithms to minimize discrimination and unconscious bias,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.362553Z

Source-reported events for the cited work

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Observation be518b75-13d7-4ca6-bee3-7343dcda8486 · outbound

This paper cites Hiring algorithms are not neutral,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Hiring algorithms are not neutral,

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.365884Z

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Observation 4aa7072d-7a8d-4962-aac2-b900b2b53508 · outbound

This paper cites Using ai to eliminate bias from hiring,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Using ai to eliminate bias from hiring,

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.369174Z

Source-reported events for the cited work

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Observation 1a0318ab-a7bc-489d-8751-f61409905d60 · outbound

This paper cites Data-driven discrimination at work,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Data-driven discrimination at work,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.372324Z

Source-reported events for the cited work

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Observation 94b7381b-9551-4030-9a5a-81640ff09d15 · outbound

This paper cites The legal and ethical implications of using ai in hiring,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives The legal and ethical implications of using ai in hiring,

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.375856Z

Source-reported events for the cited work

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Observation 4806503f-fc02-4b19-831d-37511b4661a4 · outbound

This paper cites Artificial intelligence in human resources management: Challenges and a path forward,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Artificial intelligence in human resources management: Challenges and a path forward,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.379407Z

Source-reported events for the cited work

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Observation 585a025b-e257-4253-a72b-db85bff74aa9 · outbound

This paper cites GTA: A benchmark for general tool agents,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives GTA: A benchmark for general tool agents,

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.382848Z

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Observation 5bf4480c-ba96-41ca-97c7-9444d10b54ed · outbound

This paper cites AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening

Reference 98

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:46:05.334285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a99c63ac-03b0-47ad-bd01-22b7b94ccaca · outbound

This paper cites Ethical considerations in ai-based recruitment,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Ethical considerations in ai-based recruitment,

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.400489Z

Source-reported events for the cited work

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Observation 3cd0b8c7-e046-469a-8535-3ce493ce599c · outbound

This paper cites On prompt-driven safeguarding for large language models,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives On prompt-driven safeguarding for large language models,

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.403992Z

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Observation 42b8360c-c2b6-4628-adf5-7a7f1426998e · outbound

This paper cites Safety pretraining: Toward the next generation of safe ai,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Safety pretraining: Toward the next generation of safe ai,

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.407240Z

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Observation 6a028e18-ec67-43f3-9a79-81adaef89d53 · outbound

This paper cites Pretraining language models with human pref- erences,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Pretraining language models with human pref- erences,

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.410575Z

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Observation 06241424-df58-4ad2-b92c-48ca5ff65bd8 · outbound

This paper cites PPT: Pre-trained Prompt Tuning for Few-shot Learning.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives PPT: Pre-trained Prompt Tuning for Few-shot Learning

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.414376Z

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Observation 793f8dd2-16af-4f10-9782-b0d3b72d6dbe · outbound

This paper cites Mitigating bias in large language models: A multi- task training approach using bert,.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Mitigating bias in large language models: A multi- task training approach using bert,

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.418085Z

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Observation c3337252-9a4b-48a9-8d08-a7048c2f66a1 · outbound

This paper cites Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.421206Z

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Observation 5a5dc672-9071-4293-a847-bb9e0184e116 · outbound

This paper cites Guardrails for trust, safety, and ethical development and deployment of large language models (llm),.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Guardrails for trust, safety, and ethical development and deployment of large language models (llm),

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.424662Z

Source-reported events for the cited work

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Observation 00c6a0e5-5f75-4877-9d6c-84fdea0a50c6 · outbound

This paper cites Curriculum learning for language modeling.

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives Curriculum learning for language modeling

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:04.427842Z

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Pith citing papers

Observation e4a81ba0-f266-4a6b-8bf8-3ce94f1ff2e8 · inbound