Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:54:40.364471Z
Paper Citation Record · LEDGER
As of 14 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:54:40.364471Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
18 of 18 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5f139f2c-f46b-42aa-86f1-c92d454c5c1b · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI echo sentiments,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d3512555-78d1-409f-8ed4-805ac3ea1993 · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI virtual companions
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 013ab674-ef9e-4f6e-b85d-8ad4c6611c39 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e2a648a-07ed-4acc-983e-91553d7856ec · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b56ccb35-f54c-4954-9dfb-71e4719a14de · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1aa45a24-6adc-4cc0-8385-fd3c3e1a1ae6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 66ee9037-b04d-421e-aa90-78f674fcfe85 · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Transparent AI Disclosure Obligations: Who, What, When, Where, Why, How
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 156ee4ea-fb1f-4cdf-9dfa-797ca2a6a53f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d21334e1-1974-49fc-b4d9-8d1f033e3f57 · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Localized AI ensures alignment with language, social norms, and emotional expression
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4bcc263d-f5aa-4521-bf93-fe321826dc30 · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI This AI does not replace professional psychological help,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6ce2c312-e6a2-4b61-b7cc-0a25b1ec73bc · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI LoRA: Low-Rank Adaptation of Large Language Models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1405fff9-287b-405e-8d47-32ad688c5c48 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d5935aad-ef92-4de3-8925-a9459978186a · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI Implementation : We need to put in place graduated access protocols
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8ffb77fe-8888-47d3-bd2e-65a6c79a6078 · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI How can emotionally intelligent AI transform society?
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d89a27b-18e2-49a8-914a-7d2aa85ae5ec · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI These tools are foundational for building emotionally responsive systems
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8c8b01ed-5ed7-47f1-8197-ad753bd6a318 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3a2a3550-ae1a-4176-82ff-da682cc7031e · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI in-the-wild
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e2e4ea3c-182e-4f84-bbec-df07e4f5ba02 · outbound
Feeling Machines: Ethics, Culture, and the Rise of Emotional AI End-to-End Facial Expression Detection in Long Videos
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
No inbound Pith citation observations are available.