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MathGround · the substrate

Joules per decision

Every decision is priced in joules and carries a receipt. Cheap-deterministic before expensive-stochastic: a request resolves at the lowest tier whose grammar covers it.

Joules / decision
Deterministic
L0 · lookup (table)
L0 · retrieved (cited)
L1 · composed (cited)
L2 · model (last resort)
Every claim carries a V-class + an energy receipt. A model can't relabel itself deterministic.

The same decision, priced twice

tieroperationreceiptgap
lookup1 pJ0.485 mJ4.9e8×
model18.4 µJ12.8 J7.0e5×
Both are true. The stream above prices the work: what the operation itself costs, on TR-2026-25's ladder where an on-chip fetch is 1–10 pJ. A MathGround receipt prices the device: measured latency × macmon-signed watts, so a 0.05 ms lookup on a 9.7 W machine bills 0.485 mJ. Idle device-seconds dwarf the operation, which is why the gap runs to nearly nine decades and is not a mistake. An energy figure is a coordinate (plane × model), never a fact.