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The Difference Between Human and AI “Thinking and Knowing”: Subjective Experience vs. Statistical Intelligence
When Calculation Looks Like Understanding We live in an era where artificial intelligence writes essays, diagnoses illnesses, composes symphonies, and engages in conversation. To many, it appears almost indistinguishable from human intelligence. But beneath the surface, there is a fundamental difference: AI does not know , it predicts . It does not understand ; it correlates . It does not feel ; it calculates . Where humans know the world through lived experience, emotion, me
Michael McClanahan
Oct 264 min read


Why Fairness, Dignity, and Transparency Must Guide Every Stage of AI Development
Are you kidding me??? Artificial Intelligence is no longer a futuristic promise; it is embedded in the daily fabric of human life. AI systems now make decisions that influence whether someone gets a loan, how long someone stays in prison, what medical diagnosis they receive, or even which résumé is seen by a recruiter. Yet with great computational power comes even greater ethical responsibility. When AI is developed without fairness, dignity, and transparency, it risks amplif
Michael McClanahan
Oct 244 min read
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