Time to regulate AI that interprets human emotions.

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

Who cites it

9 citing papers in PubMed.

1. Classifying mental stress from eye tracking data: deep learning approaches for out-of-the-lab conditions.Scientific reports · 2026
   Article
2. A generic self-learning emotional framework for machines.Scientific reports · 2024
   Article
3. Emotional AI in education and toys: Investigating moral risk awareness in the acceptance of AI technologies from a cross-sectional survey of the Japanese population.Heliyon · 2024
   Article
4. Social and ethical impact of emotional AI advancement: the rise of pseudo-intimacy relationships and challenges in human interactions.Frontiers in psychology · 2024
   Article
5. Disembodied AI and the limits to machine understanding of students' embodied interactions.Frontiers in artificial intelligence · 2023
   Article
6. An analytical framework for studying attitude towards emotional AI: The three-pronged approach.MethodsX · 2023
   Review
7. Bosses without a heart: socio-demographic and cross-cultural determinants of attitude toward Emotional AI in the workplace.AI & society · 2023
   Article
8. Unconscious Other's Impression Changer: A Method to Manipulate Cognitive Biases That Subtly Change Others' Impressions Positively/Negatively by Making AI Bias in Emotion Estimation AI.Sensors (Basel, Switzerland) · 2022
   Article
9. Achieving a 'Good AI Society': Comparing the Aims and Progress of the EU and the US.Science and engineering ethics · 2021
   Article

Corrections and comments

• Comment on
  Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements.2019

Authors and funding

1 author.

Funding

No grant is acknowledged in the PubMed record.

Abstract

PubMed holds no abstract for this paper.

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