/- 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 ResourceLayers.lean — Combined Base + Topological Resource Layers Replaces scripts/combined_resource_layers.py with a formal Lean module that defines physical and topological resource layer structures and calculations. Per AGENTS.md: - Q16_16 for scoring (§1.4) - PascalCase types, camelCase functions (§2) - Theorems for correctness (§4) - No proof placeholders in committed code (§1.6) -/ import Mathlib.Data.Nat.Basic import Mathlib.Data.List.Basic namespace Semantics.ResourceLayers -- ═══════════════════════════════════════════════════════════════════════════ -- §0 Q16.16 Fixed-Point for Scoring -- ═══════════════════════════════════════════════════════════════════════════ structure Q16_16 where raw : Int deriving Repr, DecidableEq, Inhabited, BEq namespace Q16_16 def zero : Q16_16 := ⟨0⟩ def one : Q16_16 := ⟨65536⟩ def ofNat (n : Nat) : Q16_16 := ⟨n * 65536⟩ def toNat (q : Q16_16) : Nat := q.raw.toNat / 65536 def ofFrac (num denom : Nat) : Q16_16 := if denom = 0 then zero else ⟨(num * 65536) / denom⟩ instance : LE Q16_16 := ⟨fun a b => a.raw ≤ b.raw⟩ instance : LT Q16_16 := ⟨fun a b => a.raw < b.raw⟩ instance : Add Q16_16 := ⟨fun a b => ⟨a.raw + b.raw⟩⟩ instance : Sub Q16_16 := ⟨fun a b => ⟨a.raw - b.raw⟩⟩ instance : Mul Q16_16 := ⟨fun a b => ⟨(a.raw * b.raw) / 65536⟩⟩ instance : HDiv Q16_16 Q16_16 Q16_16 := ⟨fun a b => ⟨(a.raw * 65536) / b.raw⟩⟩ end Q16_16 -- ═══════════════════════════════════════════════════════════════════════════ -- §1 Physical Layer Structure -- ═══════════════════════════════════════════════════════════════════════════ structure PhysicalLayer where cpuCores : Nat memoryGb : Q16_16 storageGb : Q16_16 gpuCount : Nat nodes : Nat bandwidthMbps : Q16_16 deriving Repr, Inhabited /-- Calculate physical layer from deployed mesh. -/ def calculatePhysicalLayer : PhysicalLayer := -- From deploy_ene_full_mesh.py results { cpuCores := 36, -- 16+8+4+2+4+2 memoryGb := Q16_16.ofNat 72, -- 32+16+8+4+8+4 storageGb := Q16_16.ofNat 2400, -- 1000+500+200+100+500+100 gpuCount := 1, -- qfox only nodes := 6, bandwidthMbps := Q16_16.ofNat 5000 -- Aggregate across mesh } -- ═══════════════════════════════════════════════════════════════════════════ -- §2 Topological Layer Structure -- ═══════════════════════════════════════════════════════════════════════════ structure TriumvirateState where builderStateSlots : Nat wardenProofCapacity : Nat judgeAdjudicationQueue : Nat deriving Repr, Inhabited structure ENEMeshState where eneNodes : Nat gossipBacklog : Nat credentialFragments : Nat consensusVotes : Nat deriving Repr, Inhabited structure TopologicalLayer where bindCompressionRatio : Q16_16 l3RuleCount : Nat semanticDimensions : Nat semanticVectors : Nat triumvirateState : TriumvirateState manifoldDimensions : Nat curvaturePoints : Nat bindingCoefficient : Q16_16 eneMeshState : ENEMeshState effectiveMemoryGb : Q16_16 effectiveStateCapacity : Q16_16 deriving Repr, Inhabited /-- Calculate topological layer (compressed state). -/ def calculateTopologicalLayer (physical : PhysicalLayer) : TopologicalLayer := -- BIND L3 compression (from ExperienceCompression.lean) let bindRatio := Q16_16.ofFrac 16 10 -- 1.6x let l3Rules := 1024 -- Typical L3 rule set size -- Semantic space (Q16_16 encoding) let semanticDims := 7 -- ρ, v, τ, σ, q, κ, ε let semanticVecs := physical.nodes * 1000 -- ~1000 vectors per node -- Triumvirate state let builderSlots := physical.cpuCores * 4 -- 4 states per core let wardenCapacity := 1000 -- Proof validation capacity let judgeQueue := 256 -- Adjudication backlog -- Manifold topology let manifoldDims := 4 -- 4D manifold let curvaturePts := 10000 -- Discrete curvature samples let bindingCoef := Q16_16.ofFrac 95 100 -- 0.95 -- ENE mesh state let eneNodes := physical.nodes let gossipBacklog := eneNodes * 100 -- ~100 messages per node let credFragments := eneNodes -- One fragment per node (Shamir) let consensusVotes := 100 -- Active consensus proposals -- Calculate effective capacity let effectiveMem := physical.memoryGb * bindRatio -- Conceptual state size (semantic vectors * dimensions) let effectiveState := Q16_16.ofNat (semanticVecs * semanticDims * 8) / Q16_16.ofNat (1024 * 1024 * 1024) { bindCompressionRatio := bindRatio, l3RuleCount := l3Rules, semanticDimensions := semanticDims, semanticVectors := semanticVecs, triumvirateState := { builderStateSlots := builderSlots, wardenProofCapacity := wardenCapacity, judgeAdjudicationQueue := judgeQueue }, manifoldDimensions := manifoldDims, curvaturePoints := curvaturePts, bindingCoefficient := bindingCoef, eneMeshState := { eneNodes := eneNodes, gossipBacklog := gossipBacklog, credentialFragments := credFragments, consensusVotes := consensusVotes }, effectiveMemoryGb := effectiveMem, effectiveStateCapacity := effectiveState } -- ═══════════════════════════════════════════════════════════════════════════ -- §3 Combined Resource Totals -- ═══════════════════════════════════════════════════════════════════════════ structure CombinedTotals where totalComputeUnits : Nat totalMemoryGb : Q16_16 totalStorageGb : Q16_16 effectiveStateCapacityGb : Q16_16 totalNodes : Nat compressionMultiplier : Q16_16 theoreticalExpansionFactor : Q16_16 deriving Repr, Inhabited /-- Calculate combined resource totals. -/ def calculateCombinedTotals (physical : PhysicalLayer) (topological : TopologicalLayer) : CombinedTotals := -- Combined compute (physical + parallel topological threads) let totalCompute := physical.cpuCores + (topological.triumvirateState.builderStateSlots / 4) -- Combined memory (physical + effective compressed state) let totalMemory := physical.memoryGb + topological.effectiveMemoryGb -- Combined storage (physical + semantic space) let totalStorage := physical.storageGb + topological.effectiveStateCapacity -- Theoretical state capacity let theoreticalState := physical.memoryGb * topological.bindCompressionRatio * (Q16_16.ofNat topological.semanticVectors / Q16_16.ofNat 1000) * topological.bindingCoefficient -- Theoretical expansion factor let expansionFactor := if physical.memoryGb.raw = 0 then Q16_16.one else theoreticalState / physical.memoryGb { totalComputeUnits := totalCompute, totalMemoryGb := totalMemory, totalStorageGb := totalStorage, effectiveStateCapacityGb := theoreticalState, totalNodes := physical.nodes, compressionMultiplier := topological.bindCompressionRatio, theoreticalExpansionFactor := expansionFactor } -- ═══════════════════════════════════════════════════════════════════════════ -- §4 Example Usage -- ═══════════════════════════════════════════════════════════════════════════ #eval calculatePhysicalLayer #eval calculateTopologicalLayer calculatePhysicalLayer #eval calculateCombinedTotals calculatePhysicalLayer (calculateTopologicalLayer calculatePhysicalLayer) end Semantics.ResourceLayers