PROTEX is an independent research and development project focused on the quality of knowledge, contextual integrity, and decision boundaries in AI-supported systems.
The project explores how expert knowledge can be prepared, structured, and governed so that AI systems operate on verified context and explicit limits, rather than probabilistic guessing or post-hoc correction.
We are responsible for the research, conceptual design, and governance of systems developed within the PROTEX project. Our work combines psychological insight, system architecture, and practical implementation.
Victoria Ma, MA, BSc
An accountant and lawyer by training, Victoria is responsible
for organizational structure, legal clarity,
and formal governance of the project.
She ensures that research and commercial activities
are conducted with precision, transparency,
and due responsibility.
Karol Barciok, MSc, MA
A psychologist with a background in therapy, resocialization,
and decision psychology, as well as a certified UX specialist.
Karol focuses on designing AI systems that reflect
real human decision-making processes,
cognitive bias,
narrative structure,
and responsibility boundaries.
His work bridges research thinking with production-level system design.