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Showing posts with the label AI Ethics

Generative AI Ethics: A Philosophical Framework from Korea

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The rapid proliferation of large language models has triggered a global crisis regarding generative AI ethics and human existential risk. Western discourse frequently frames this as a purely technical alignment problem, iterating endlessly on safety algorithms, parameter weights, and regulatory guardrails to prevent rogue superintelligence. Yet, inside South Korea—a hyper-connected crucible driving some of the world's most aggressive technological and industrial adoptions—intellectuals are dismantling this bottleneck by returning to root epistemological foundations. The most pressing threat is not an autonomous machine army, but the subtle, irreversible degradation of human cognitive sovereignty and moral agency. To understand the trajectory of human survival in the algorithmic age, we must look beyond Silicon Valley's engineering manuals. At the frontier of Asia's elite academic institutions, scientists and philosophers are actively synthesizing 16th-century Eastern philos...

Automation Bias vs Critical Thinking: B2B HITL Framework

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As generative artificial intelligence fundamentally alters the landscape of knowledge work, the global business ecosystem is experiencing a severe disruption in how information is processed, valued, and executed. The proliferation of Large Language Models (LLMs) has driven the marginal cost of content generation to near zero. Consequently, we are transitioning from an economy constrained by information scarcity to one paralyzed by information overabundance. In this new paradigm, the greatest risk to enterprise success and individual professional growth is not the direct substitution of human labor by machines, but the creeping surrender of human intellectual independence. Mastering critical thinking in the AI era is no longer a philosophical luxury; it is a vital operational mandate. Maintaining "cognitive sovereignty"—the ability to independently direct, evaluate, and synthesize thought without over-relying on algorithmic consensus—is the definitive competitive advantage for...