⌘+K

Pulse Explore Communities Researchers Journals

Browser extensionInstagram

Home Communities Explore

April 15, 2026The Japanese Journal of ErgonomicsOpen Access

Practical Risk Management in the Development of an AI System for Dialogue Training

Yoshihiro Oba Masato Kusanagi Jun Nakagawa Motohisa HIRONO

View Full Paper

Ask AI

Bookmark

Share

Key Points

This study aims to identify ethical risks associated with an AI system used for dialogue training.
Conducted surveys with 12 evaluators and developers
Assessed the impact of confirmation bias and evaluation methods on dialogue training outcomes
Examined implications of dialogue training results for personnel evaluation
Identified risks related to confirmation bias and evaluation methods used for training effectiveness
Re-evaluated safety measures through follow-up surveys targeting identified risks
Recognized challenges in the processes of response collection and data aggregation from surveys

Ask about this paper

Answers are grounded in this paper and cite their sources.

Ask your own question…

Implication

Evaluates ethical risks of AI in dialogue training, highlighting key implications.

Abstract

No abstract yet. The journal hasn't published one we can show.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Oba et al. (2026) studied this question.

synapsesocial.com/papers/6a2266f6763171746d545c27 https://doi.org/10.5100/jje.62.63

View Full Paper

Ask AI

Bookmark

Share

Keep reading

Synapse has enriched 10 related papers. Consider them for comparative context:

1AI Safety Beyond Benchmarks: Executive Brief on Qualitative Evaluation for Human-AI Interaction RiskOriginal Research · 2026
2Dual-Process Integrated AI Safety and Dialogue Architecture: An Exploratory Framework for Contextual Risk Assessment, Controlled Output, User-Interest Inference, and Proactive InteractionReview · 2026
3Design Principles for Non-Directive Conversational AI — A Structural Approach to Preserving Human Agency and Responsibility in Dialogue Systems —Original Research · 2026
4Between promise and practice: Exploring AI’s role in research participant communicationOriginal Research · 2026 · 2 citations
5Between promise and practice: Exploring AI’s role in research participant communicationOriginal Research · 2026 · 2 citations
6Exploring the Role of Artificial Intelligence in Employees Training and Development: Innovations and Best Practices2025
7A Human-Centered Evaluation of AI-Generated Guidance: Integrated Statistical and Machine Learning Analysis with a Risk Framework for High-Stakes DomainsOriginal Research · 2026
8Ethical Considerations for AI in Psychological Assessment Practice and TrainingReview · 2026
9Limitations of Depth Perception Characteristics in HMD-Based EnvironmentsThe Japanese Journal of Ergonomics · 2026
10Motion Control of an Active Seat in Response to Breathing Frequency and its Comfort EvaluationThe Japanese Journal of Ergonomics · 2026

More from The Japanese Journal of Ergonomics

More from Ricoh (Japan)