SMRTR AIJan 7, 2026Quanta Magazine

Distinct AI Models Seem To Converge On How They Encode Reality

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Different AI systems are developing remarkably similar ways of understanding and representing concepts like "dog," regardless of whether they process text or images. This convergence suggests AI models may naturally discover universal patterns for encoding reality, mirroring how humans maintain consistent concepts across different experiences and contexts.

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