Update from Parano1d

Mathematics behind Parano1d's proof-native architecture. Preprint published:
Transparent Proof-Carrying State over Binary Tower Fields
https://zenodo.org/records/23485635

Recursive State verification, authenticated GKR reductions, heterogeneous recursion, security bounds and real proving benchmarks. Theorems, proofs, reproducible experiments and open research questions.

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