The Invisible Hand Cannot Hold the Guardrails

A research paper on the structural impossibility of AI self-regulation under capitalism. Draws on a century of failed corporate self-regulation — tobacco, leaded gasoline, CFCs, asbestos, opioids, 2008 finance, Boeing, social media — and documents how criminals and opportunists, not researchers, have always led technological arms races. Concludes with the conditions under which proactive governance has historically succeeded and the narrow window in which those conditions still apply to AI.

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The AI Disaster: Why Artificial Intelligence Fails

A comprehensive analysis of systematic failures across AI systems, examining technical limitations, economic consequences, and social harms. This research investigates why current AI architectures face fundamental mathematical constraints, documents patterns of failure across medical, economic, and social domains, and proposes evidence-based pathways forward before critical dependencies become irreversible.

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