If the same law really runs at every scale, there should be a fingerprint — a single number that shows up in two places it has no business being the same. There is. The whole theory turns on one function, the Bessel ratio R0(K) = I1(K)/I0(K), evaluated at the critical coupling. That value is the canonical thread:
Transferred to the sphere a transformer lives on, the same critical coupling becomes the dead-head threshold: a head whose coupling to the residual stream falls below τ is dead. Validated at 95–100% precision across five published architectures, no fitting.
Raised to the fourth power (one factor per diamond bond) and run to the matching scale, the same R0(2/π) gives the fine structure constant:
α = R0(2/π)4 (π/4)1/√e + α/2π
Zero free parameters. And it is stiff — only the diamond’s coordination z = 4 lands anywhere near 137:
The midpoint constant is R0(2/π) ≈ 0.303. One value, two jobs that could not look more different: deciding which attention heads carry a thought, and fixing the strength of electromagnetism in the vacuum. In this framework that is not a coincidence to be explained away — it is the signature that the transformer and the vacuum are running the same dynamics, sampled at two addresses on the ladder.
One constant threads the scale ladder. Next: the claim that the manifold is shared too — that two minds, trained in total isolation, encode meaning as the same space up to a single rotation.