/- Copyright (c) 2026 Sovereign Research Stack. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Research Stack Team VecState.lean — Algebraic Vector States for AVMR Tree Construction Per AGENTS.md §2: PascalCase for types, camelCase for functions. Lean 4 is the source of truth. -/ import Semantics.FixedPoint import Semantics.GeneticCode import Semantics.ShellModel import Semantics.Spectrum namespace Semantics open Semantics.GeneticCode open Semantics.ShellModel open Semantics.Spectrum open SpectralSignature /-- Map event to bit representation (a=0, g=1, c=2, t=3). -/ def eventBits : EventType → Nat | EventType.a => 0 | EventType.g => 1 | EventType.c => 2 | EventType.t => 3 /-- Core vector state for AVMR nodes. Represents the accumulated geometric and spectral properties of a manifold region. -/ structure VecState where mass : Int polarity : Int spectrum : SpectralSignature entropyApprox : Q16_16 interactionStrength : Q16_16 resonanceCount : Nat deriving Repr, DecidableEq /-- Generate unique hash for a leaf node based on shell index and event type. -/ def leafHash (s : ShellState) (e : EventType) : UInt64 := UInt64.ofNat s.n + UInt64.ofNat (eventBits e) /-- Mix two hashes using a common combiner (Murmur/SplitMix style). -/ def mixHash (h1 h2 : UInt64) (v : VecState) : UInt64 := h1 + 0x9e3779b97f4a7c15 + h2 + UInt64.ofNat v.resonanceCount /-- Algebraic node in the AVMR vector tree. Combines a geometric hash with a vector state. -/ structure Node where hash : UInt64 vec : VecState deriving Repr, DecidableEq /-- Compute cross-boundary resonance between sibling vectors. Counts mass, polarity, and spectral coincidences. -/ def siblingResonance (l r : VecState) : Nat := let m := if l.mass = r.mass then 1 else 0 let p := if l.polarity = -r.polarity then 1 else 0 let spec := l.spectrum.resonanceDegeneracy r.spectrum m + p + spec /-- Vector merge law: superpose two states into a parent node. Sums mass and polarity, merges spectra, and accumulates resonance. -/ def mergeVec (l r : VecState) : VecState := let res := siblingResonance l r { mass := l.mass + r.mass , polarity := l.polarity + r.polarity , spectrum := l.spectrum.piecewiseMerge r.spectrum , entropyApprox := Q16_16.add l.entropyApprox r.entropyApprox , interactionStrength := Q16_16.add l.interactionStrength r.interactionStrength , resonanceCount := l.resonanceCount + r.resonanceCount + res } /-- Merge two AVMR nodes into a single parent node. -/ def mergeNode (l r : Node) : Node := let v := mergeVec l.vec r.vec { hash := mixHash l.hash r.hash v , vec := v } /-- Construct a leaf VecState with spectral encoding. -/ def leafVecState (activeIndex : Nat) (_maxN : Nat) (_s : ShellState) (e : EventType) (tip : TipCoord) : VecState := let spec := SpectralSignature.eventSpectrum e let bin := activeIndex % 8 -- Place spectral peak at bin position let positionedSpec : SpectralSignature := ⟨spec.bins.mapIdx (λ i v => if i = bin then v else Q16_16.zero)⟩ { mass := tip.mass , polarity := tip.polarity , spectrum := positionedSpec , entropyApprox := Q16_16.zero , interactionStrength := Q16_16.zero , resonanceCount := 0 } /-- Zero vector state (neutral element for merge). -/ def zeroVecState : VecState := { mass := 0 , polarity := 0 , spectrum := SpectralSignature.empty , entropyApprox := Q16_16.zero , interactionStrength := Q16_16.zero , resonanceCount := 0 } -- Verification #eval mergeVec zeroVecState zeroVecState #eval siblingResonance zeroVecState zeroVecState #eval SpectralSignature.eventSpectrum EventType.a end Semantics