Hi @Todd Rowland, I'm reaching out because I haven't found any literature referencing this specific representation of Rule 30/86, and I believe it's a significant missing piece.
My work proves that Rule 30 can be lifted to the Lucas basis where it acts as a finite-set machine. The dynamics reduce to a precise tension between OR-Convolution (which merges dyadic blocks) and Increment Carry (which fractures them). This seems to pinpoint the exact algebraic mechanism of the rule's randomness.
Given Stephen Wolfram’s search for a reducible formula or mechanism, this "Carry-vs-Convolution" duality seems like a critical missing piece. It rigorously maps the system's chaos to an iterated fracturing process strongly suggesting that predicting the n-th bit is computationally irreducible (and, intuitively, that P is different from NP given the exponential growth of the block support).
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