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Policy / Research
Research collaboration, institutional briefings, policy discussions, media inquiries related to research.
Contact usResearch.
This section gathers my work on algorithmic amplification and its impact on identity ecosystems and social cohesion.
The objective is to translate field observation and cultural systems work into frameworks that institutions can use to understand how recommendation systems influence identity formation, grievance dynamics and cultural stability.
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CARA Initiative
A conceptual and operational framework designed to help institutions detect and interpret amplification patterns affecting cohesion and cultural stability.
Methods & Field Lab
The methodological foundations behind the research: identity ecosystems as observation environments, MEL systems as strategic intelligence, and long-term analysis of cultural dynamics under real platform conditions.
Writing
Public reflections and working notes translating research insights for corporate, institutional and civic audiences.