Stefano Valente, MD — Independent Researcher, Italy
Based on Zenodo DOI: 10.5281/zenodo.20546168
1. Context and Motivation
Across the last decade, conversational AI design has…
The Apply AI Alliance is as a multi-stakeholder forum engaged in large discussion of all aspects of AI development and its impact on the economy and society.
Stefano Valente, MD — Independent Researcher, Italy
Based on Zenodo DOI: 10.5281/zenodo.20546168
1. Context and Motivation
Across the last decade, conversational AI design has…

Documentation is not verification.
This question is getting more urgent now. The EU’s Apply AI Alliance is acting as a live governance forum, the AI Act<…
As AI governance frameworks mature, much of the discussion has focused on obligations: documentation, transparency, risk management, and accountability.
These are necessary foundations.
…The draft guidelines on high-risk AI classification address classification criteria thoroughly. There is one enforcement gap that deserves specific attention before the guidelines are finalised.<…
I. Two Documents, One Obligation
On 25 May 2026, Pope Leo XIV published Magnifica Humanitas — his first encyclical,…

A city is never in “test mode”
Traffic flows shift throughout the day, public transport demand…
**Author:** Stefano Valente, MD
**Date:** May 2026
**Zenodo preprint:** Valente, S. (2026). *Simulated Traumatic Memory (STM): Negative-Salience Fixation in Relational AI…

The Age of Faceless Managers
The landscape of autonomous commerce is currently defined by a series of fascinating idiosyncrasies and logistical…
As AI systems move from isolated assistants to operational agents, the central governance question is evolving.
It is no longer enough to ask whether an AI system can…

This IAPPinfographic maps the interplays between the EU AI Act and the GDPR: https://iapp.org…