Author

Yi-Fu Sun

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Preprint Aug 2026

Constitutive Priors for Machine Intelligence: A Legitimacy Theory of the Artificial Physical World

This paper argues that the gap in machine intelligence's push into the physical world is structural, and locates where it can be legitimately closed, and gives the Promulgation Criterion, which fixes the runtime division of labor with LLMs.

Jiang Jiang, Yi-Fu Sun, Qi Shen Persagy Science et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Constitutive Priors for Machine Intelligence: A Legitimacy Theory of the Artificial Physical World

Machine intelligence has conquered the symbolic world but stalled at the physical one. The stall is structural: physical AI faces a cold-start deadlock -- no intelligence without data, no data without deployed intelligence. Our thesis: the deadlock is real but unevenly distributed, and the exception has a name: the art...

Jiang Jiang, Yifu Sun, Qi Shen Persagy Science et al. · 0 citations