Book · Sofiane Kotni

Digital Trust

Tuning Friction in a World Accelerated by AI

Digital trust is not built on speed, performance or automation alone. It also depends on our ability to preserve judgment, make responsibility visible and maintain useful friction before sensitive decisions.

From book to system

A doctrine tested against reality.

DUBSAR carries this inquiry into AI-assisted projects and automations: preserve decisions, connect claims to evidence, expose contradictions and reserve final validation for a human.

The book presents a perspective. DUBSAR builds mechanisms for applying it within an observable scope.

About Sofiane Kotni