OECD Competition Open Day 2026
Competition vs. ConcentrationThe central issue is cognitive design alignment.


At the OECD Competition Open Day 2026, policymakers, economists, regulators, and industry leaders raised a central question: is AI increasing competition, or concentration?
The discussion showed that technical scale is not enough. Systems must also align with regional meaning and human interpretation to build trust.
This connects with ViSP-Lab research on human–AI interaction and regional trust engineering, as well as with Professor Catherine Tucker’s work at MIT CSAIL on digital markets and human decision-making in AI use.

Trust is not abstract. It can be engineered and measured.
Exploring AI-Human Trust and Ethical Interaction Design.
Trust, Authority, and Risk in Human–AI Systems
Harvard University, 2024
— E-Governmentality and Influencers as Charismatic Authorities
Digital governance, authority, and mediated behavior.
Keywords: e-governmentality, digital governance, charismatic authority, Foucault, Weber, digital transformation, cyberpsychology, influencer culture, biopolitics, technology ethics.
Harvard University, 2024
— The Global Burden of Mental Illness and The Rule of Technologies
Digital public health, AI, and psychosocial risk.
Keywords: mental health, digital public health, human-AI interaction, AI governance, psychosocial risk, ICT, preventive health, ecosystem risk, cyberpsychology, vulnerable populations.

ThinkMETA book
ThinkMETA examines how metacognition can evolve from a reflective practice into a method for engineering purpose. Based on the METAP4-Method and inspired by the four Ps of medicine, it aims to support accelerated performance growth and human–AI cognitive capability.
A forthcoming book by Wanice Alfes.