Roots Beyond the Algorithm

Human first. Always.

  • The Difference Between a Tool and a Conscience

    The Difference Between a Tool and a Conscience

    Why AI Optimizes and Humans Integrate Artificial intelligence did exactly what it was designed to do. That was the problem. Years ago, Amazon experimented with an AI-powered pricing system. The algorithm relentlessly optimized prices according to its objective. It adjusted values exactly as instructed, without asking whether the outcome still made sense in the real… Continue reading

  • The Architecture of Resilience

    The Architecture of Resilience

    Why Human Judgment Cannot Be Automated Last week, I spoke at ICA AI Week — the International Compliance Association’s annual summit on AI, compliance, and the future of human judgment in regulated industries. Day 3 of the event. And the conversation did not slow down. The question that ran through the entire session was not… Continue reading

  • I Work in Data Privacy. And I Still Had to Learn to Trust Myself Over the Algorithm.

    I Work in Data Privacy. And I Still Had to Learn to Trust Myself Over the Algorithm.

    In early 2025, I was playing. That is the honest word for it. Playing. Discovering. Amazed. ChatGPT, Claude, DeepSeek – one after another, I was learning what they could do. I am an autodidact by nature. I learn by touching things, by trying, by making mistakes in private before I speak in public. And what… Continue reading

  • The Price of Not Paying Attention

    The Price of Not Paying Attention

    Real Cases. Real Fines. Real Lessons. I want to tell you about a pattern. Not a technical or a legal one, but a human one. Over the last five years, privacy regulators across Europe and beyond have issued fines worth billions of euros. Meta, WhatsApp, Amazon, TikTok, Uber, Morgan Stanley. The numbers are huge. But… Continue reading

  • ABOUT ME: Roots Beyond the Algorithm

    ABOUT ME: Roots Beyond the Algorithm

    Hi, I am Alina, a Data Privacy Expert, AI governance speaker, writer and life coach who believes the most powerful thing you can bring to an AI-driven world is knowing who you are when the algorithm cannot help you. For years, I worked at the intersection of regulation and technology. Studying frameworks. Building compliance structures.… Continue reading

  • What If You Treated AI Like a Sandbox?

    What If You Treated AI Like a Sandbox?

    I want to start with an honest confession. I work in data privacy. I speak about AI governance at different forums. I study the EU AI Act, the GDPR, the regulatory frameworks that are supposed to keep this technology in check. And yet….. There are days when I open an AI tool and I still… Continue reading