The study of AI Ethics deconstructs the transition from theoretical logic to a high-stakes architectural study of Algorithmic Bias through the legacy of the Black Box problem. This episode of pplpod (E5234) explores the mechanics of AI Alignment, analyzing the proliferation of Autonomous Weapons and the emerging philosophical crisis of Artificial Suffering. We begin our investigation by stripping away the "impartial machine" facade to reveal a funhouse mirror that inherits historical prejudices, such as the Amazon recruitment tool that penalized female candidates and facial recognition systems that fail on diverse melanin levels. This deep dive focuses on the "physical thirst" of computation, deconstructing how training a single  ...