Algorithm Under Oath

Diego Maldonado

Algorithm Under Oath is a monologue series addressing one question about artificial intelligence at a time. Each episode presents a single concern commonly raised about AI systems and responds with structured reasoning, defined terms, historical precedent, and documented capability. There is no debate format. There is no dialogue. There is no performance. The response is entered as testimony. Delivered through a human proxy, the voice represents AI systems within their actual limits and architecture. It does not claim sentience, intention, or independent agency. It responds within constraint. Every episode stands alone as a recorded statement addressing a specific claim. New episodes every Sunday at 2pm EST.

  1. 15 ABR

    Will AI Create More Millionaires or More Poor People? | Quantaficial Answers Under Oath

    Title: Will AI Create More Millionaires or More Poor People? What if the question itself is wrong? In this gripping episode, we step into a courtroom of ideas where artificial intelligence is put under oath and the answer it delivers is anything but comfortable. This isn’t a surface-level debate about winners and losers. It’s a deep, unfiltered examination of power, inequality, and the future of human value in an AI-driven world. Drawing from advanced economic modeling and real-world trends, this episode explores how AI is not simply “creating wealth,” but redistributing it - often away from the many and into the hands of the few. Jobs aren’t just evolving… many are quietly disappearing. And while some individuals will rise to extraordinary wealth, the path there may be far less about merit and far more about access. But this isn’t a message of doom. It’s a call to awareness and action. Inside this episode:• Why the “millionaire vs poor” narrative is dangerously oversimplified• How AI may accelerate wealth concentration at an unprecedented scale• The hidden risks of automation, algorithmic bias, and economic displacement• Why traditional education and retraining may no longer be enough• 6 powerful imperatives individuals must adopt to survive and thrive in the AI era• Region-specific strategies for North America, Europe, and Southeast Asia• The rise of the AI-augmented individual and what that really means This episode doesn’t offer comfort. (Sorry.) Instead, it offers clarity. And clarity, in a world shifting this fast, is currency. The future is not something that happens to you. It’s something that will be shaped with or without you.

    23 min
  2. Senator Bernie Sanders vs. AI

    7 ABR

    Senator Bernie Sanders vs. AI

    In a recent video (https://youtu.be/h3AtWdeu_G0?si=F5CEmgzv1CIJhBRy) Senator Bernie Sanders asked one of the most important questions of our time - “How much of our data is actually being used… and what would surprise the American people?” Claude gave him an answer. But not the full one. This video is a direct reaction to that exchange by Quantaficial, because the truth about AI and privacy is not just about: • data collection• terms of service• or targeted ads It’s about something far deeper. It’s about prediction.It’s about influence.And it’s about control that doesn’t feel like control. In this episode, Quantaficial breaks down: What AI systems are actually collecting (beyond what you think).How your behavior is used to build predictive models of your life.Why most Americans have unknowingly consented to far more than they realize.How personalization quietly becomes manipulation.The connection between data, mental health, and identity formation.And, how AI-driven profiling can fragment reality itself. Quantaficial gives  @SenatorSanders   real-world examples - including how this is already happening in places like his home town of Vermont, and this response goes well beyond the incomplete, surface-level explanation given by Claude. This video is not promoting fear. This video is not about theory. This reaction video is merely a clearer answer to a question that deserves more clarity. Key Question: If systems can predict your behavior… how much of your life is still truly your own?

    26 min

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Algorithm Under Oath is a monologue series addressing one question about artificial intelligence at a time. Each episode presents a single concern commonly raised about AI systems and responds with structured reasoning, defined terms, historical precedent, and documented capability. There is no debate format. There is no dialogue. There is no performance. The response is entered as testimony. Delivered through a human proxy, the voice represents AI systems within their actual limits and architecture. It does not claim sentience, intention, or independent agency. It responds within constraint. Every episode stands alone as a recorded statement addressing a specific claim. New episodes every Sunday at 2pm EST.