Establishing Robust Escalation Paths for Algorithmic Harm Introduction The rapid deployment of generative AI and automated decision-making systems has moved…
Outline Introduction: The tension between efficiency and human intuition. Defining the “soul of the practice.” Key Concepts: The “Human-in-the-Loop” philosophy…
Contents1. Introduction: The paradox of digital acceleration—how efficiency often leads to alienation.2. Key Concepts: Defining the “Soul of the Practice”…
Contents1. Introduction: The false dichotomy between “numbers” and “humanity.”2. Key Concepts: Defining quantitative rigor, transparency as an ethical imperative, and…
Contents1. Introduction: The Goodhart’s Law phenomenon and the “Quantification Trap.”2. Key Concepts: Understanding the distinction between proxies and true intrinsic…