Algorithm Under Oath

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?

What is Algorithm Under Oath?

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.