Research-Stack/0-Core-Formalism/lean/external/OTOM/InteratomicPotential.lean

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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