WORKS
Done, in motion, and on the drawing board.
Cases are labeled as completed, ongoing, or concept-stage. Confidential engagements appear without client names.
Empirical Research Group on Human Capital Theory
Human Capital Theory Research Group／ Role: Collaborative research
Exploring how human-capital investment relates to corporate value, work, and social capital in the AI era.
R&D of a medical-knowledge dialogue AI (F-RAG)
Confidential／ Role: Research, architecture, and development
Designing and evaluating an omission-aware RAG architecture. Details confidential.
How Dialogue-AI Error Frequency Shapes User Trust
JSAI 2026 Annual Conference／ Role: Joint research & conference presentation
An experimental study with Japanese speakers on how dialogue-AI error frequency affects user trust.
Municipal DX Support Demonstration
Ministry of Internal Affairs and Communications／ Role: DX implementation support
Participated in a hands-on support demonstration for municipal digital transformation.
The 19th International Conference on Smart Computing and Artificial Intelligence
ICSA 2026 @Fukui／ Role: Conference presentation
Presented a new evaluation scheme for AI agents operating under informational incompleteness.
CBC 75th Anniversary: AI Tsuboi vs. Live Tsuboi
CBC Radio／ Role: Guest
Public commentary on AI Tsuboi, the evolution of AI, and its future.
Field study of a personal AI with long-term memory (concept)
Confidential／ Role: Principal investigator
Planning a field study of a 1.5-person personal AI that accompanies learners over years.
Next-Generation Healthcare Systems Enabled by AI
65th JSCC Annual Meeting／ Role: Corporate symposium speaker
A talk on how DX and AI can reshape clinical chemistry and healthcare-system implementation.
A Proposal for Philosophical Requirements Definition in System Design
System Design Society of Japan, 6th Research Conference／ Role: Research presentation
Proposed a framework that brings values and assumptions into requirements definition from the outset.
Improving Clinical-Trial Efficiency through Digital Solutions
DCTs Series vol.3 / AKT Health／ Role: Panelist
Discussed decentralized clinical trials, digital efficiency, and implementation challenges.
AI for a New Era of Patient Safety
Advanced Medical Engineering Research Institute, University of Hyogo／ Role: Annual forum lecture
A lecture on the ethical and social challenges of implementing AI for patient safety.
Narrative Capital and Trust Capital in the AI Era
Forbes JAPAN／ Role: Interview
An interview on narrative capital and trust capital in the AI era.
METAVERSE JAPAN SUMMIT 2025 — the AI × XR frontier
METAVERSE JAPAN／ Role: Speaker
On intelligent spaces born at the intersection of AI and XR.
Human-Centered AI and Management Systems
JAMS 72nd National Research Conference／ Role: Keynote speaker
A keynote on AI designed around people and organizations under the theme of AI and management systems.
The Future of Education and the Metaverse
METAVERSE JAPAN SUMMIT 2024／ Role: Panelist
Discussed how the metaverse can extend learning environments and what responsible adoption requires.
Two-day generative-AI training "AI Hackathon"
Bosch Corporation (Japan)／ Role: Program design & lead instructor
An intensive two-day program combining lectures, group work, and use-case development, where participants built AI adoption plans for their own divisions.
The Potential of Generative AI and Humane Information Systems
17th Information Systems Society of Japan Symposium／ Role: Special lecture
A special lecture on envisioning and implementing humane AI and information systems in the generative-AI era.
Connecting Artificial Intelligence and People
16th IT Healthcare Society Annual Conference／ Role: Symposium speaker
Presented human-centered digital and AI implementations in healthcare and education.
Wearable Exploratory Research for Sleep-Related Disorders
Acurys Pharma × Four H／ Role: Collaborative research
Launched exploratory wearable-device research involving narcolepsy and obstructive sleep apnea.
Gentle Intelligence
Goma Books／ Role: Author
A proposal for gentle intelligence that stays close to people and society.
Rethinking Japan’s Post-COVID Health and Medical Care System
Logica Shobo／ Role: Contributing author
Contributed Chapter 9 on next-generation healthcare systems enabled by IT.
Why Futures Studies Help Build Consensus
Consensus Building Lab／ Role: Interview
An interview on forecasting, backcasting, and consensus building from future scenarios.
Thirty Articles by Atsushi Koshio on Project Design Online
Project Design Online／ Role: Articles & interviews
An archive spanning foresight, backcasting, healthcare, AI, and new business design.
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