Artificial intelligence has made extraordinary progress in processing language, vision, and even reasoning. Yet the more we rely on it, the more one truth becomes clear: AI systems don’t truly understand — they predict. They don’t know why a phrase, an image, or an action makes sense; they only know how it usually appears.

When Prediction Replaces Understanding

Across industries, we see the same pattern.

Autonomous cars navigate perfectly through the streets of a city, but misinterpret signs or pedestrians in new cities. Diagnostic models trained on hospital data achieve remarkable accuracy, yet fail when faced with patients of different demographics. Text summarizers capture structure but omit meaning, producing summaries that sound precise while missing the author’s intent.

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