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The Algorithmic Sparring Partner | Agentic AI Workflows and the Evolution of Human Mentorship

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The ancient proverb "as iron sharpens iron, so one person sharpens another" establishes a foundational paradigm for intellectual, psychological, and moral development. Within this historical framework, the process of sharpening requires two entities of comparable hardness striking against one another. It is inherently not a gentle process; it necessitates friction, resistance, and the deliberate striking away of impurities, logical fallacies, or dull edges. In human mentorship, this translates to a dynamic, often challenging relationship characterised by shared wisdom…

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