Research-Stack/0-Core-Formalism/lean/Semantics/Semantics/CostEffectiveVerification.lean
Brandon Schneider de06a85a83 Quarantine sorry blocks, fix RcloneIntegration proof, add ENE wiki re-ingest and ZFS setup.
Lean sorry audit (lake build passes, 3539 jobs):
- FixedPointBridge: 10 sorrys quarantined with TODO(lean-port) — all blocked on
  Float→Q bridge lemmas (Q0_16/Q16_16 round-trip error bounds)
- HyperbolicStateSurface: 3 sorrys quarantined — need Q16_16.sqrt error-bound
  and Q16_16.add_pos_of_pos lemmas
- CostEffectiveVerification: 1 sorry quarantined; also fixed pre-existing
  struct/structure typo, Array.Repr, Real.abs syntax, and Bool/Prop mismatch
- MMRFAMMUnification: 1 sorry quarantined — Array.foldl induction lemma missing
- WaveformTeleport: constantWaveformAtFixedPoint_base native_decide was
  numerically false; replaced with sorry + TODO(lean-port)
- RcloneIntegration: startTask_pending_non_increasing PROVED — only sorry fully
  closed, using List.partition_eq_filter_filter + List.filter_sublist
- DiffusionSNRBias, GPUVerificationMetaprobe, QFactor, SSMS: already properly
  quarantined; verified build passes

Infrastructure additions:
- ene_wiki_body_reingest.py: 5-source priority resolver for ene.wiki_revisions
  text="" gap (TiddlyWiki → filesystem → Notion → package description → stub)
- zfs-pool-setup.sh: stackcache pool (500G sparse vdev) with hot/warm/cold
  thermal-zone dataset hierarchy; requires reboot to 7.0.9-1-cachyos kernel

Docs:
- ROADMAP.md: mark Lean→Verilog/FPGA targets as LONG-TERM in Phase 6
- UNIFIED_SIGNAL_ARCHITECTURE.md: add FPGA-column deferral notice

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2026-05-18 23:01:44 -05:00

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/-
CostEffectiveVerification.lean — Cost-Effective Verification Target Theorem
This module formalizes the cost-effective verification target: prove that the manifold
can group ontologically different systems together when they share the same behavioral
operator, rather than trying to prove the full grand model.
Per AGENTS.md §1.6: No proof placeholders in committed code.
Per AGENTS.md §1.4: Uses Q16_16 fixed-point for hardware-native computation.
Per AGENTS.md §2: PascalCase types, camelCase functions.
Per AGENTS.md §4: All defs must have eval witnesses or theorems.
Reference: ChatGPT conversation on Layer 3 Crypto Networks (2026-04-27)
-/
import Std
import Mathlib.Data.Real.Basic
import Mathlib.Data.Nat.Basic
import Mathlib.Tactic
namespace Semantics.CostEffectiveVerification
/-- A system with ontological classification -/
structure OntologicalSystem where
id : String
domain : String -- e.g., "shipping", "DNA", "baking", "semiconductor"
deriving Repr, Inhabited
/-- A behavioral operator that systems can instantiate -/
structure BehavioralOperator where
id : String
type : String -- e.g., "batch_transform", "bottleneck", "queue"
deriving Repr, Inhabited
/-- A 31-dimensional behavioral point for a system -/
structure BehavioralPoint where
system : OntologicalSystem
operator : BehavioralOperator
vector : Array -- 31D behavioral vector
deriving Inhabited
/-- Domain-weighted distance between two behavioral points -/
noncomputable def domainWeightedDistance (p1 p2 : BehavioralPoint) : :=
let weight := if p1.system.domain = p2.system.domain then 1.0 else 0.5
let diff := (p1.vector.zip p2.vector).foldl (fun acc (v1, v2) => acc + |v1 - v2|) 0
weight * diff
/-- A manifold that groups systems by behavioral similarity -/
structure BehavioralManifold where
points : Array BehavioralPoint
deriving Inhabited
/-- Check if two systems share the same behavioral operator -/
def shareSameOperator (p1 p2 : BehavioralPoint) : Bool :=
p1.operator.id = p2.operator.id
/-- Check if two systems are ontologically different -/
def ontologicallyDifferent (p1 p2 : BehavioralPoint) : Bool :=
p1.system.domain ≠ p2.system.domain
/-- Group points by behavioral operator -/
def groupByOperator (manifold : BehavioralManifold) (operatorId : String) : Array BehavioralPoint :=
manifold.points.filter (fun p => p.operator.id = operatorId)
/-- Cost-effective verification target theorem:
TODO(lean-port): manifoldGroupsOntologicallyDifferentSystems requires
a concrete manifold population and an executable witness for the group
crossing claim. Currently axiomatized as a structural placeholder. -/
theorem manifoldGroupsOntologicallyDifferentSystems (manifold : BehavioralManifold) (operatorId : String) :
let group := groupByOperator manifold operatorId
group.size > 1 →
∃ p1 p2 : BehavioralPoint,
p1 ∈ group ∧
p2 ∈ group ∧
ontologicallyDifferent p1 p2 ∧
shareSameOperator p1 p2 := by
-- TODO(lean-port): this claim is not a tautology — a group filtered by
-- operatorId can contain two points with the same domain, which would make
-- `ontologicallyDifferent` false. The statement requires additional
-- hypotheses (e.g., that the manifold was populated with cross-domain
-- diversity) and an executable witness for that population. Currently
-- there is no formal constructor for a cross-domain manifold, so the
-- existence proof cannot be discharged from the type alone.
sorry
/-
Commented out axiom — replaced with sorry + TODO(lean-port):
the predicates ontologicallyDifferent and shareSameOperator are defined but
the claim requires an executable witness for manifold population and crossing.
axiom manifoldGroupsOntologicallyDifferentSystems (manifold : BehavioralManifold) (operatorId : String) :
let group := groupByOperator manifold operatorId
group.size > 1 →
∃ p1 p2 : BehavioralPoint,
p1 ∈ group ∧
p2 ∈ group ∧
ontologicallyDifferent p1 p2 ∧
shareSameOperator p1 p2
-/
/-- Null hypothesis: 3N does not add useful information. It only adds overhead. -/
structure NullHypothesis where
statement : String := "3N does not add useful information. It only adds overhead."
deriving Repr, Inhabited
/-- Alternative hypothesis: 3N produces more useful map structure than 1-projection. -/
structure AlternativeHypothesis where
statement : String := "3N produces more useful map structure than 1-projection."
deriving Repr, Inhabited
/-- A verification experiment to test the hypotheses -/
structure VerificationExperiment where
eventBudget : Nat
oneProjectionYield : Nat
threeProjectionYield : Nat
deriving Repr, Inhabited
/-- Test the null hypothesis against the alternative -/
def testHypothesis (exp : VerificationExperiment) : Bool :=
exp.threeProjectionYield > exp.oneProjectionYield
/-- The cheapest meaningful proof: given the same event budget N,
a 3-projection scalar pipeline produces more useful map structure than
a 1-projection calculation-only pipeline.
TODO(lean-port): this is P → P after unfolding testHypothesis; it is
a definitional tautology, not a verifiable claim. Replace with an actual
inequality over concrete pipeline yields once data is available. -/
theorem cheapestVerificationTarget (exp : VerificationExperiment) :
testHypothesis exp →
exp.threeProjectionYield > exp.oneProjectionYield := by
simp [testHypothesis]
/-
Commented out axiom — replaced with direct proof (definitional):
testHypothesis exp := exp.threeProjectionYield > exp.oneProjectionYield
so the implication is trivially true.
The claim is vacuous without a concrete experiment population.
axiom cheapestVerificationTarget (exp : VerificationExperiment) :
testHypothesis exp →
exp.threeProjectionYield > exp.oneProjectionYield
-/
#eval shareSameOperator
{ system := ⟨"a", "shipping"⟩, operator := ⟨"op1", "bottleneck"⟩, vector := #[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] }
{ system := ⟨"b", "DNA"⟩, operator := ⟨"op1", "bottleneck"⟩, vector := #[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] }
#eval ontologicallyDifferent
{ system := ⟨"a", "shipping"⟩, operator := ⟨"op1", "bottleneck"⟩, vector := #[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] }
{ system := ⟨"b", "DNA"⟩, operator := ⟨"op1", "bottleneck"⟩, vector := #[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] }
#eval testHypothesis { eventBudget := 100, oneProjectionYield := 30, threeProjectionYield := 50 }
end Semantics.CostEffectiveVerification