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Jozsef Fodor
Runtime AI governance, evidence of control, human oversight and reconstructability under the EU AI Act
Independent Researcher, Runtime AI Governance, NextOne
Dublin, Ireland · Europe · English, Hungarian
About
I work on runtime AI governance: how organisations can demonstrate that AI systems operated under valid authority, effective human oversight and reconstructable conditions when their outputs influenced real-world consequences.
My work focuses on the gap between governance as policy and governance as operational evidence. I am particularly interested in evidence of control, authority continuity, human intervention capability, operational validity and the ability to reconstruct the conditions under which an AI-assisted action or decision occurred.
I am the author of “Article 26 as Runtime Governance: Evidence of Control, Human Oversight and Deployer Responsibility under the EU AI Act”, which examines deployer responsibility from the perspective of runtime evidence and reconstructability.
Through NextOne, I also explore practical architectures that connect governance states to technical monitoring and execution records.
What I do
- I help organisations examine whether their AI governance can be demonstrated in operation, not only documented on paper.
- This can include reviewing human oversight and deployer-control arrangements, identifying gaps in runtime evidence, designing evidence and reconstructability models, and examining how operational evidence can support EU AI Act deployer responsibilities.
- I also explore how governance states can be connected to technical monitoring and execution records so that organisations can later demonstrate the conditions under which AI-assisted actions or decisions took place.
- I am open to research collaborations around runtime AI governance, evidence of control, human oversight, operational evidence and deployer responsibility.
Practice areas
Industries
Open to
Consulting, Research collaboration, Speaking, Media commentary, Employment
Contacts
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