The Judgment Assurance framework provides organizations with measurable, testable, and evidenced human oversight for consequential AI-mediated decisions.
The framework now…
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.
The Judgment Assurance framework provides organizations with measurable, testable, and evidenced human oversight for consequential AI-mediated decisions.
The framework now…

DG CNECT, with the support of PwC EU Services, is conducting a targeted survey to gather practical input on how organisations across Europe access and reuse health data. The survey also looks at…

The Age of Faceless Managers
The landscape of autonomous commerce is currently defined by a series of fascinating idiosyncrasies and logistical…

Last week, our latest Apply AI sectoral webinar explored the future of Europe’s electronic communications…
Author: Stefano Valente
Category: Cognitive Governance / Human–AI Interaction
Status: Concept Note for Public Discussion
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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…
Author: Stefano Valente
Zenodo link: https://zenodo.org/records/20112946
Category: Cognitive Governance / Human–AI Interaction
Status: Concept Note for Public Discussion
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This paper examines structural risks from large-scale AI adoption as interconnected causal feedback loops. Individually rational firm…

The Commission has published an updated version of the ERA Living Guidelines on the responsible use of Generative AI in research.