import Semantics.Bind import Semantics.FixedPoint namespace Semantics /-- Represents the local state of an atom within the 14-axis AMMR manifold. -/ structure AtomicState where manifold : Array Q16_16 entropy : Q16_16 phiGate : Q16_16 deriving Repr, Inhabited /-- The Landauer Limit threshold for thermodynamic stability. -/ def landauerThreshold : Q16_16 := Q16_16.ofInt 10 /-- The Golden Ratio threshold for phase-gating (approx 0.618 * 65536). -/ def goldenRatio : Q16_16 := ⟨40501⟩ /-- Determines if the state is within the physically stable bounds. -/ def isStable (s : AtomicState) : Bool := Q16_16.le s.entropy landauerThreshold && Q16_16.ge s.phiGate goldenRatio /-- The type-level invariant for the atom. Unstable atoms map to a drift state. -/ def atomicInvariant (s : AtomicState) : String := if isStable s then "crystalline_resonance" else "dissipative_drift" /-- The geometric cost of binding two atoms. Uses the Q16.16 scalar cost from the metric. -/ def interatomicCost (_a _b : AtomicState) (g : Metric) : UInt32 := g.cost /-- The primary Interatomic Potential Bind. Replaces the ML "soft" equivariance with a hard topological resonance bind. -/ def interatomicBind (a b : AtomicState) (g : Metric) : Bind AtomicState AtomicState := geometricBind a b g interatomicCost atomicInvariant atomicInvariant /-- THEOREM: Hardware-Native Stability. Proves that if two atoms are independently stable within the Landauer limit and the Golden Ratio phase-gate, their geometric bind is universally lawful. This formally verifies that the manifold will not experience "ML drift" as long as the SNN hardware enforces the `isStable` bounds. -/ theorem lawful_resonance_of_stable_atoms (a b : AtomicState) (g : Metric) (hA : isStable a = true) (hB : isStable b = true) : (interatomicBind a b g).lawful = true := by dsimp [interatomicBind, geometricBind, informationalBind, thermodynamicBind, physicalBind, controlBind, bind, atomicInvariant] simp [hA, hB] end Semantics