The Architecture of Algorithmic Morality: Historical Drift, Normative Lock-In, and the Impossibility of Universal Machine Judgment

Bounded source summary

The integration of algorithmic decision-making systems into the foundational structures of human society represents a profound epistemological and structural shift in global governance. Historically, machine intelligence was tasked with logistical optimization—routing traffic, managing supply chains, or calculating financial risk. Today, however, policymakers and institutions increasingly depend on machine judgment…

Source outline

• The Architecture of Algorithmic Morality: Historical Drift, Normative Lock-In, and the Impossibility of Universal Machine Judgment
• The Illusion of Universal Morality in Machine Learning
• The Moral Dataset Provenance Matrix
• Simulating Machine Judgment: The Instability of Historical Enforcement Data
• Moral Temporal Drift and the Threat of Algorithmic Antiquity
• Normative Feedback Lock-In: The Self-Fulfilling Prophecy of Machine Morality
• The Harm–Norm Separation Architecture
• The Machine Morality Tribunal: The Incoherence of Collapsed Categories

The complete source remains in private repository custody. This page intentionally publishes a bounded projection rather than reproducing the source text.