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The people who build the most capable AI systems often cannot give a complete, reliable explanation of why a model produced one answer instead of another. Anthropic CEO Dario Amodei describes generative AI as "grown more than they are built," with emergent inner workings that are not directly designed. The International AI Safety Report 2026 confirms researchers often cannot trace how inputs lead to specific outputs.
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