Paper Citation Record · LEDGER

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

As of 17 August 2026, this Paper Citation Record lists 100 of 119 outbound references and 6 inbound Pith citation observations for arXiv:2412.15114.

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

pith.paper-citation-record.v1
2412.15114 v1

Coverage vector

measured 100 of 119 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:38:36.089813Z

measured 106 of 106 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:34:12.102301Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

100 of 119 outbound references displayed

verified exact19
verified fuzzy29
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 9766f752-4454-4d37-a847-98098de51871 · outbound

This paper cites an unresolved cited work.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.611492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e437b4-813a-4a73-847a-9abc75f32889 · outbound

This paper cites On the commodi- tization of artificial intelligence,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment On the commodi- tization of artificial intelligence,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.690047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b385aa7-1c6e-4ec8-9940-0ab0bea88547 · outbound

This paper cites Lapan, Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Lapan, Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.718983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf4a7c3-92d1-4ee9-978a-8cfea57a216c · outbound

This paper cites A survey on evaluation of large language models,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A survey on evaluation of large language models,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.723510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774ac302-7190-4e38-ba4b-e5243c7624ba · outbound

This paper cites Trading through Earnings Seasons using Self-Supervised Contrastive Representation Learning.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Trading through Earnings Seasons using Self-Supervised Contrastive Representation Learning

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:38:37.576095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c8915db0-8fa0-4e8c-94e2-63892f56da01 · outbound

This paper cites Deep learning for mobile mental health: Challenges and recent advances,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Deep learning for mobile mental health: Challenges and recent advances,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.731624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6f38362-ff6d-47f9-a61a-3a7093848f30 · outbound

This paper cites Audio-based Kinship Verification Using Age Domain Conversion.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Audio-based Kinship Verification Using Age Domain Conversion

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:38:37.493266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9e2ae4e7-0324-40e3-ac1b-b02cf95ae037 · outbound

This paper cites Human-versus artificial intelligence,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Human-versus artificial intelligence,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.740358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fe51b19-3d87-4568-9141-27a2be59e3dc · outbound

This paper cites The intelligence spectrum: Unraveling the path from ani to asi,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The intelligence spectrum: Unraveling the path from ani to asi,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.743882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f37531-a72f-4e02-b572-e6a934d67b13 · outbound

This paper cites Creating friendly ai 1.0: The analysis and design of benevolent goal architectures,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Creating friendly ai 1.0: The analysis and design of benevolent goal architectures,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.747732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4c138d3-18b3-47be-86bf-8e4051dbe05f · outbound

This paper cites How Far Are We From AGI: Are LLMs All We Need?.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment How Far Are We From AGI: Are LLMs All We Need?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.751584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88c27535-2680-4bbc-853b-dbbbf592ef9a · outbound

This paper cites The benefits and risks of artificial general intelligence (agi),.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The benefits and risks of artificial general intelligence (agi),

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.755863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eca6332-939a-4fc3-8839-1958902b87f0 · outbound

This paper cites Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function).

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.759311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e20760-1462-4ce5-be84-b40ba892b440 · outbound

This paper cites Deontology and safe artificial intelligence,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Deontology and safe artificial intelligence,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.764813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8050b66-a760-46f6-ab96-295f69be3f5e · outbound

This paper cites The meme of altruism and degrees of personhood,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The meme of altruism and degrees of personhood,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.767999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b5ed8e1-d1b8-44de-be77-8e94a61d9e5a · outbound

This paper cites Why friendly ais won’t be that friendly: a friendly reply to muehlhauser and bostrom,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Why friendly ais won’t be that friendly: a friendly reply to muehlhauser and bostrom,

Reference 16

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.896651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 81ff4ab2-74c8-4a3c-a53d-b7c2c1760731 · outbound

This paper cites Friendly ai will still be our master. or, why we should not want to be the pets of super-intelligent computers,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Friendly ai will still be our master. or, why we should not want to be the pets of super-intelligent computers,

Reference 18

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.728213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a79c8c26-bcd1-48e1-b608-6cfbde5e6c0d · outbound

This paper cites Audio explainable artificial intelli- gence: A review,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Audio explainable artificial intelli- gence: A review,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.781380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f78083d6-f00c-49ce-9046-3b80c2913454 · outbound

This paper cites Smart contract privacy protection using ai in cyber-physical systems: tools, techniques and challenges,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Smart contract privacy protection using ai in cyber-physical systems: tools, techniques and challenges,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.784747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2125391-2f4b-4f3e-94a8-2d59897ef078 · outbound

This paper cites A survey and guideline on privacy enhancing technologies for collaborative machine learning,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A survey and guideline on privacy enhancing technologies for collaborative machine learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.788237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5785b3a4-bbad-40e9-815b-a2ec4f45271a · outbound

This paper cites Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:38:37.456371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 22e238a8-0889-4a72-a4db-bd57ae06b408 · outbound

This paper cites Friendly ai,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Friendly ai,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.876751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7214d0f2-0f65-48e3-bb5f-715b54dc8dec · outbound

This paper cites Asimov, I, Robot.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Asimov, I, Robot

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:34.997409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f576171-5214-4fef-9c93-37d13cc25822 · outbound

This paper cites The ethics of ai and robotics: Principles, tools, and issues,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The ethics of ai and robotics: Principles, tools, and issues,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.051233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78546b08-3487-4ece-a515-9ed678bc7468 · outbound

This paper cites Asimov’s “three laws of robotics.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Asimov’s “three laws of robotics

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.069559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ceef64f-ad4f-4517-bc67-030cb571faf3 · outbound

This paper cites The common good and the egalitarian research imperative,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The common good and the egalitarian research imperative,

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-11T11:38:37.431189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 41a3b969-ee18-40b4-9d45-f38b08e39148 · outbound

This paper cites Problems with “friendly ai.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Problems with “friendly ai

Reference 29

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.886200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 59bca85d-85ba-4c0e-8ef1-fa4d61b78fdf · outbound

This paper cites Principles alone cannot guarantee ethical ai,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Principles alone cannot guarantee ethical ai,

Reference 30

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.579575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dcd205b5-907f-4612-9253-48394402d176 · outbound

This paper cites Artificial intelligence as a positive and negative factor in global risk,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Artificial intelligence as a positive and negative factor in global risk,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.088331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 925aa143-4353-46f9-b36b-da92bedd33dc · outbound

This paper cites The Case for Animal-Friendly AI.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The Case for Animal-Friendly AI

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:38:37.347373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 54d9f2a0-7304-43bf-a0ea-cca0c17b2741 · outbound

This paper cites Ai ethics: The case for including animals,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Ai ethics: The case for including animals,

Reference 33

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.531452Z

Source-reported events for the cited work

correction dated 2022-11-28. Source: crossref record 10.1007/s43681-022-00243-8->10.1007/s43681-022-00187-z:correction, observed 2026-07-11T02:56:02.667445+00:00. This notice travels one citation hop only.

Observation 7d16864c-49f6-4874-b4d2-84cc45227bda · outbound

This paper cites Coherent extrapolated volition,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Coherent extrapolated volition,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.100326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37efbae8-01fd-4dc8-b9e2-d5d04c949424 · outbound

This paper cites Corrigi- bility,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Corrigi- bility,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.103492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22fb9f41-2583-41bc-959f-1f7f55281df1 · outbound

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

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Artificial intelligence, values, and alignment,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.106886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57705594-06bb-49e0-8424-a32c7d058fc2 · outbound

This paper cites Research priorities for robust and beneficial artificial intelligence,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Research priorities for robust and beneficial artificial intelligence,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.110336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0741857-00a8-44ae-a36c-9f2f9240b3bb · outbound

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

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Russell, Human compatible: AI and the problem of control

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.113962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78648253-56ea-426e-a739-888b3f4adaf6 · outbound

This paper cites The value alignment problem: a geometric approach,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The value alignment problem: a geometric approach,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.117981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dae66a0a-336e-4622-9673-14ca1a970e50 · outbound

This paper cites Hail mary, value porosity, and utility diversification,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Hail mary, value porosity, and utility diversification,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.121286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 482ed6c1-98e0-4850-b809-03fd5dd6320c · outbound

This paper cites Duty, kant, and deontology,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Duty, kant, and deontology,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.124389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8947fe34-d350-437e-8367-d006c59483de · outbound

This paper cites Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:38:37.251656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 69e43683-06da-4c50-adca-a3af96e676c8 · outbound

This paper cites Toward non-intuition-based machine and artificial intelligence ethics: A deontological approach based on modal logic,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Toward non-intuition-based machine and artificial intelligence ethics: A deontological approach based on modal logic,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.131733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e369fc6-34d3-4274-a318-d1c8d960a1bf · outbound

This paper cites Altruism,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Altruism,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.135448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 300e6d16-dde7-4074-8178-51286250fb43 · outbound

This paper cites Altruistic collective intelligence for the betterment of artificial intelligence,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Altruistic collective intelligence for the betterment of artificial intelligence,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.138547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24aa64f7-96b8-480e-a562-2d4001fa7855 · outbound

This paper cites The definition of effective altruism,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The definition of effective altruism,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.141865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a41f0368-c4b5-42fc-ae1d-ef7758de2618 · outbound

This paper cites Barriers to implication,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Barriers to implication,

Reference 47

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.520068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5199b8a5-2d75-4f52-9aa0-43dd80fb09de · outbound

This paper cites The ethics of artificial intelligence,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The ethics of artificial intelligence,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.149938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385ba17b-8f5f-4482-bc57-b6981391c818 · outbound

This paper cites The ethics of artificial intelligence: Issues and initiatives,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The ethics of artificial intelligence: Issues and initiatives,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.215089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0986ca51-7f5d-4f4e-adfa-312f531a3a5a · outbound

This paper cites A utilitarian paradox,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A utilitarian paradox,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.312100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b2b51c6-fa46-4241-a358-4f418b8fad1a · outbound

This paper cites Social robots and the risks to reciprocity,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Social robots and the risks to reciprocity,

Reference 51

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.508681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9544c72e-3bb4-4359-ad25-3a15dcb9a240 · outbound

This paper cites Kant, Groundwork of the Metaphysics of Morals.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Kant, Groundwork of the Metaphysics of Morals

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.364253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d840bf7f-cf84-4e12-a977-574665573227 · outbound

This paper cites Bostrom, Superintelligence: Paths, Dangers, Strategies.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Bostrom, Superintelligence: Paths, Dangers, Strategies

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.367753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ddaba98-832d-415a-9232-9be30559d60d · outbound

This paper cites Friendly artificial intelligence: the physics challenge,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Friendly artificial intelligence: the physics challenge,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.371055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 387e518d-cdbc-43fe-a6bc-5c432cb3e27b · outbound

This paper cites The eu approach to ethics guidelines for trustworthy artificial intelligence,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment The eu approach to ethics guidelines for trustworthy artificial intelligence,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.463227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dfee8792-4f19-4b8c-9312-52524cd62fe5 · outbound

This paper cites Dignum, Responsible artificial intelligence: how to develop and use AI in a responsible way.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Dignum, Responsible artificial intelligence: how to develop and use AI in a responsible way

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.346454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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This paper cites Principles alone cannot guarantee ethical ai,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Principles alone cannot guarantee ethical ai,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.334885Z

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Observation 9a8e7d3d-9c4c-4dde-a7f7-9d6921b8ffb5 · outbound

This paper cites Concrete Problems in AI Safety.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Concrete Problems in AI Safety

Reference 58

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Darpa’s explainable artificial intelligence (xai) program,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.322678Z

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Observation 480a8063-dea3-499d-a57c-e3cb2e1205ca · outbound

This paper cites Explainable Artificial Intelligence for Medical Applications: A Review.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Explainable Artificial Intelligence for Medical Applications: A Review

Reference 60

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Observation 0b3d6a5e-a8bd-485f-b6f9-104cb5d4bedd · outbound

This paper cites ” why should i trust you?.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment ” why should i trust you?

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.398475Z

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This paper cites Develop- ing the sensitivity of lime for better machine learning explanation,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Develop- ing the sensitivity of lime for better machine learning explanation,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.297667Z

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This paper cites Shapley values for feature selection: The good, the bad, and the axioms,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Shapley values for feature selection: The good, the bad, and the axioms,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.136010Z

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.408586Z

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment On pixel-wise explanations for non-linear classifier deci- sions by layer-wise relevance propagation,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.049755Z

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation

Reference 66

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Observation a38ef666-e0f2-4553-8452-2884abeea4c6 · outbound

This paper cites Privacy-Preserving Machine Learning: Methods, Challenges and Directions.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Privacy-Preserving Machine Learning: Methods, Challenges and Directions

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.419901Z

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Observation 9c122928-10b5-4f47-8dce-546c083d29b6 · outbound

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:38:37.001610Z

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Observation 84cb265b-96dd-4bfb-bc1b-4d50a48c481c · outbound

This paper cites Federated Learning with Differential Privacy.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Federated Learning with Differential Privacy

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.427871Z

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This paper cites Privacy preserving machine learning with federated personalized learning in artificially generated environment,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Privacy preserving machine learning with federated personalized learning in artificially generated environment,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.038364Z

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Observation f7d043d8-add8-4be4-ac3a-3b90cc1d09d3 · outbound

This paper cites Differential Privacy and Machine Learning: a Survey and Review.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Differential Privacy and Machine Learning: a Survey and Review

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.435428Z

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A novel user centric privacy mech- anism in cyber physical system,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:39.025732Z

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Observation 1925ae57-de17-4f9c-a5cc-bb0c38727c71 · outbound

This paper cites A survey on bias and fairness in machine learning,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A survey on bias and fairness in machine learning,

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.520538Z

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition

Reference 74

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:38:36.956630Z

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Observation 5471de18-f113-4962-b1f2-c6d95e365b4f · outbound

This paper cites Resampling strategy for mitigating unfairness in face attribute classification,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Resampling strategy for mitigating unfairness in face attribute classification,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.824202Z

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Observation 06da6e92-17fd-4b5b-b98b-41ecaacb7539 · outbound

This paper cites On data augmentation for gan training,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment On data augmentation for gan training,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.768018Z

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Observation 5f48e87a-2bf0-4324-87ca-71ecadde1df5 · outbound

This paper cites Attainability and optimality: The equalized odds fairness revisited,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Attainability and optimality: The equalized odds fairness revisited,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.754963Z

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Observation 9219b6c9-e561-464f-bdd1-8f566e5c2dd7 · outbound

This paper cites Improving the Fairness of Deep Generative Models without Retraining.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Improving the Fairness of Deep Generative Models without Retraining

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.817010Z

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Observation 9b7e0a28-ae77-4725-9048-15c3158b1b86 · outbound

This paper cites Fairness through awareness,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Fairness through awareness,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.743120Z

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Observation 74532e19-e36a-4c2b-b735-be6555ad66e9 · outbound

This paper cites Accurate fairness: Improving individual fair- ness without trading accuracy,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Accurate fairness: Improving individual fair- ness without trading accuracy,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.663128Z

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Observation f17c7a24-f551-45b3-a01a-689033b6b5e1 · outbound

This paper cites Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.518147Z

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Observation 0d7b56db-a2ff-4307-b933-94b4e92ed288 · outbound

This paper cites an unresolved cited work.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.832872Z

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Felt, false, and miserable smiles,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.497192Z

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Observation 0fb658ed-7096-48da-a613-6af90d5bc174 · outbound

This paper cites Palo Alto, CA: Consulting Psychologists Press, 1978.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Palo Alto, CA: Consulting Psychologists Press, 1978

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.485408Z

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Observation b6c1284a-1a9a-4a96-83ce-98b894081151 · outbound

This paper cites Hidden markov model-based speech emotion recognition,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Hidden markov model-based speech emotion recognition,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.843921Z

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Biofeedback systems: Ap- plications in autonomic control for therapeutic settings,

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.432738Z

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Observation afd6fd67-9eaa-4268-b8e6-7b0a97c656d5 · outbound

This paper cites A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances

Reference 87

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Observation 5f3fc72e-effb-4c91-adf3-a8ea88841e39 · outbound

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Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A survey on affective computing for psychological emotion recognition,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.289593Z

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Observation 2c030c40-b3bd-42f3-823d-b7b81b4f0bce · outbound

This paper cites A review on five recent and near- future developments in computational processing of emotion in the human voice,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A review on five recent and near- future developments in computational processing of emotion in the human voice,

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.188363Z

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Observation 4972ae40-de90-48d3-9dd6-e5ba3e762423 · outbound

This paper cites Affective computing and emotion-sensing technology for emotion recognition,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Affective computing and emotion-sensing technology for emotion recognition,

Reference 90

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.496431Z

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Observation d0c56f53-baea-4523-89ec-ae78429d8764 · outbound

This paper cites Multimodal emotion recognition in audiovisual communication,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Multimodal emotion recognition in audiovisual communication,

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.175431Z

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Observation 8363029a-de62-43dc-8e62-fdb973a211e4 · outbound

This paper cites Multiemo: An attention-based correlation- aware multimodal fusion framework for emotion recognition in conver- sations,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Multiemo: An attention-based correlation- aware multimodal fusion framework for emotion recognition in conver- sations,

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.162916Z

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Observation b3bea5c6-2606-4afd-b4df-08dfac72a5b2 · outbound

This paper cites Mlgat: Multi-layer graph attention networks for multimodal emotion recogni- tion in conversations,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Mlgat: Multi-layer graph attention networks for multimodal emotion recogni- tion in conversations,

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.150710Z

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Observation fea4a7b3-e312-49af-95a5-cf25d3cab5f6 · outbound

This paper cites Multimodal user state and trait recognition: An overview,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Multimodal user state and trait recognition: An overview,

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.138135Z

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Observation 5a8cdbef-b252-4aa0-9a85-0259a204c878 · outbound

This paper cites Zatarain Cabada et al.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Zatarain Cabada et al

Reference 95

Resolution: verified exact; doi, observed 2026-08-11T11:38:36.483539Z

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Observation 4e781574-992f-45c2-b97d-af7fa9529c0a · outbound

This paper cites Affective Computing for Healthcare: Recent Trends, Applications, Challenges, and Beyond.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Affective Computing for Healthcare: Recent Trends, Applications, Challenges, and Beyond

Reference 96

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Observation 032bedc5-917d-442d-83e2-e4544d9de989 · outbound

This paper cites A review of emotion recognition using physiological signals,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A review of emotion recognition using physiological signals,

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-11T11:38:35.888576Z

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Observation 8f7986c6-127d-4bf7-8ff0-8d06e994e700 · outbound

This paper cites Emotion recognition for healthcare surveillance systems using neural networks: A survey,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Emotion recognition for healthcare surveillance systems using neural networks: A survey,

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.118402Z

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Observation dc9d78e9-edfc-41d3-af01-24e48d4715e4 · outbound

This paper cites A curriculum learning approach for pain intensity recognition from facial expres- sions,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment A curriculum learning approach for pain intensity recognition from facial expres- sions,

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.106972Z

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Observation 967c824c-fd6e-46a6-b35c-d5cb0674b712 · outbound

This paper cites An emotion recognition model based on facial recognition in virtual learning environment,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment An emotion recognition model based on facial recognition in virtual learning environment,

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.095354Z

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Observation b0d39ad2-aa5c-4d9d-90a0-11e757388cc6 · outbound

This paper cites Facial emotion recognition of students using convolutional neural network,.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Facial emotion recognition of students using convolutional neural network,

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.083583Z

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Observation 41655f9e-4a68-4e4b-8f80-f0b1495a3015 · outbound

This paper cites Emo- tion recognition for education using sentiment analysis.

Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment Emo- tion recognition for education using sentiment analysis

Reference 102

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:38:38.072100Z

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Pith citing papers

Observation 78138fbd-5067-45a8-81ac-e550576c00d4 · inbound

Human-Centered AI Communication in Co-Creativity: An Initial Framework and Insights cites this paper.

Human-Centered AI Communication in Co-Creativity: An Initial Framework and Insights Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 121

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

Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives cites this paper.

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 3f23b348-c0c3-4dfd-b0c7-7364906865f1 · inbound

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies cites this paper.

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:43:47.704526Z

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Observation 097e9989-6518-4e8f-83e7-6b7943cc13b1 · inbound

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion cites this paper.

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:06.369248Z

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Observation f003c567-a06e-427e-8c5a-8b248721c6a8 · inbound

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion cites this paper.

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:12:58.811025Z

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Observation 86bf7250-7590-4ae8-9d9f-5254fe5fb445 · inbound

SIGMA: Saliency-Guided Sparse Mask Attacks for Speech Emotion Recognition cites this paper.

SIGMA: Saliency-Guided Sparse Mask Attacks for Speech Emotion Recognition Towards Friendly AI: A Comprehensive Review and New Perspectives on Human-AI Alignment

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:57.642598Z

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