Browsing All posts tagged under »Black Box AI«

When Models Agree, the Question Is Why: A Real-Time Case Study in Multimodel Validation

January 19, 2026

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I watched an AI model fabricate provenance — confidently, articulately, and completely. Then I watched the methodology catch it.

The Archive Advantage: Why Lived Experience Is the Counterweight to the Black Box

January 18, 2026

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Anyone can wire up multiple AI models. No one can manufacture 27 years of documented pattern recognition.