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Paper Citation Record · LEDGER

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI

As of 15 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.12437.

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

pith.paper-citation-record.v1
2506.12437 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:54:40.364471Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f139f2c-f46b-42aa-86f1-c92d454c5c1b · outbound

This paper cites echo sentiments,.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI echo sentiments,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:43.187550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:38.792673Z digest=sha256:fc7611ae0a31d749523ac6ed2ec2703486a14a33f4101a29ce8feec4d44d2eae

Observation d3512555-78d1-409f-8ed4-805ac3ea1993 · outbound

This paper cites virtual companions.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI virtual companions

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:43.003755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:38.884649Z digest=sha256:6db191ab0974016b2144310d9b5681369e015450bdc35fe785da10f6fc8baa26

Observation 013ab674-ef9e-4f6e-b85d-8ad4c6611c39 · outbound

This paper cites College Students-in-the-Loop for Their Mental Health: A Case of AI and Humans Working Together to Support Well-Being.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI College Students-in-the-Loop for Their Mental Health: A Case of AI and Humans Working Together to Support Well-Being

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:38.976472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:38.976472Z digest=sha256:cf344b9eec26aaede259346ed723b64b921995d6c00dda1d7696fa7ad5084ca8

Observation 3e2a648a-07ed-4acc-983e-91553d7856ec · outbound

This paper cites Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T00:54:40.796884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.072652Z digest=sha256:6e8f0fe31ccd97f6e849fa8bebf39f13f572e9c8459f11cbc6db57bded3f6fa3

Observation b56ccb35-f54c-4954-9dfb-71e4719a14de · outbound

This paper cites This is an AI system. It may simulate emotional understanding but does not replace human support or care.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI This is an AI system. It may simulate emotional understanding but does not replace human support or care

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:42.834224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.211336Z digest=sha256:3f5e3ccfd344f98c0fc29f5f8f2c2c2e77dceb1d35848ce88829ec2a376fffb1

Observation 1aa45a24-6adc-4cc0-8385-fd3c3e1a1ae6 · outbound

This paper cites Implementation: A diverse committee, including ethicists, clinicians, technologists, and legal experts, should define the criteria for certification and regulation.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Implementation: A diverse committee, including ethicists, clinicians, technologists, and legal experts, should define the criteria for certification and regulation

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:42.654867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.335148Z digest=sha256:d9f734b900eb3d8d55d14a33e1aefa73dbe68c5f9f3b15883f604c97218d9e53

Observation 66ee9037-b04d-421e-aa90-78f674fcfe85 · outbound

This paper cites Transparent AI Disclosure Obligations: Who, What, When, Where, Why, How.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Transparent AI Disclosure Obligations: Who, What, When, Where, Why, How

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:42.492111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.446309Z digest=sha256:bd67e5160191dbac3e7948878c51ce52e1852fd8b5c770ebf78d4c1f0880cd51

Observation 156ee4ea-fb1f-4cdf-9dfa-797ca2a6a53f · outbound

This paper cites Without culturally informed oversight, AI systems risk stereotyping, alienating users, or delivering inappropriate content.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Without culturally informed oversight, AI systems risk stereotyping, alienating users, or delivering inappropriate content

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:42.343051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.555565Z digest=sha256:fcd0ae5c2714a25f17bc991c9eec9d54cf9a044b02c242b78f1c7386ee16dc8e

Observation d21334e1-1974-49fc-b4d9-8d1f033e3f57 · outbound

This paper cites Localized AI ensures alignment with language, social norms, and emotional expression.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Localized AI ensures alignment with language, social norms, and emotional expression

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:42.168601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.621778Z digest=sha256:3c5844b5b9835a8c33c7fa49b24ad3d85fc3c8dbfab9a08503c89a8b02e5b886

Observation 4bcc263d-f5aa-4521-bf93-fe321826dc30 · outbound

This paper cites This AI does not replace professional psychological help,.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI This AI does not replace professional psychological help,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:42.028359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.698112Z digest=sha256:b68354954f36e39097541d5d173a0e2a4a8d5ab3ba68e4d522e302187d02d64e

Observation 6ce2c312-e6a2-4b61-b7cc-0a25b1ec73bc · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:39.775838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:39.775838Z digest=sha256:4ef986c47ca99875f5ab376b8fdade193397fc9334cea3c50ea9eefdd880c930

Observation 1405fff9-287b-405e-8d47-32ad688c5c48 · outbound

This paper cites Open-source models, on the other hand, allow for interdisciplinary review and community-driven improvements.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Open-source models, on the other hand, allow for interdisciplinary review and community-driven improvements

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:41.846381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.858055Z digest=sha256:7cd4b7c16c95e040b3262acdd14641197366f9205effd69e72e56b434ed478de

Observation d5935aad-ef92-4de3-8925-a9459978186a · outbound

This paper cites Implementation : We need to put in place graduated access protocols.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Implementation : We need to put in place graduated access protocols

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:41.716767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:39.950180Z digest=sha256:20f8bac6fa8f237745e013e4f13de9657ea3c077d5116e796d4711ab777fc8ed

Observation 8ffb77fe-8888-47d3-bd2e-65a6c79a6078 · outbound

This paper cites How can emotionally intelligent AI transform society?.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI How can emotionally intelligent AI transform society?

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:41.522876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:40.034912Z digest=sha256:ed7206a61f92bbe0582ab42f2d50043debc4dffede678c09cacd6cbb7cebd5dd

Observation 1d89a27b-18e2-49a8-914a-7d2aa85ae5ec · outbound

This paper cites These tools are foundational for building emotionally responsive systems.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI These tools are foundational for building emotionally responsive systems

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:41.337928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:40.112608Z digest=sha256:0673c65de3c5f79ee211890d089c5db3ce8a80c52fbdda36857d02af6d93d4b6

Observation 8c8b01ed-5ed7-47f1-8197-ad753bd6a318 · outbound

This paper cites The following models, available on Hugging Face, are among the most widely used for emotion classification and text generation tasks in multiple languages.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI The following models, available on Hugging Face, are among the most widely used for emotion classification and text generation tasks in multiple languages

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:41.136841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:40.213379Z digest=sha256:ab10d21f2fd0af2f4c1851d99e6458f37405cca817a55df8e5c56dca2dc930f8

Observation 3a2a3550-ae1a-4176-82ff-da682cc7031e · outbound

This paper cites in-the-wild.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI in-the-wild

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:54:40.964862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:40.276278Z digest=sha256:95108be33eed3ad1d2065e44c520f1cc05ef73b699f53792c1a4c6d657ef013e

Observation e2e4ea3c-182e-4f84-bbec-df07e4f5ba02 · outbound

This paper cites End-to-End Facial Expression Detection in Long Videos.

Feeling Machines: Ethics, Culture, and the Rise of Emotional AI End-to-End Facial Expression Detection in Long Videos

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:54:40.598642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T00:54:40.364471Z digest=sha256:80930b9f57e0515d9c2877ee36e1632ac7825ed01c81df08955028dbd0e535a2

Pith citing papers

No inbound Pith citation observations are available.