SilverSight/formal/CoreFormalism/HachimojiLUT.lean
allaun 6b649ad271 fix(dna): correct alphabet ordering ATGCBSPZ→ABCGPSTZ + proof cleanup
Critical bug fix: dna_codec.py used biological base ordering (ATGCBSPZ)
instead of ASCII-ordered spec ordering (ABCGPSTZ). This violated the core
monotonicity axiom (int rank = lexicographic rank) that the entire monotone
LUT pipeline depends on.

Changes:
- python/dna_codec.py: BITS_TO_BASE, HACHIMOJI_BASES, LATIN_TO_GREEK
  corrected to ABCGPSTZ ordering; encode_binary_vector parameter renamed
  bases_per_var; module docstring updated
- tests/test_dna_codec.py: hardcoded byte→DNA expectations updated for new
  ordering (0xFF→ZZT, 0xd1→TPC); bases_per_var parameter name updated;
  31/31 tests green
- formal/CoreFormalism/HachimojiLUT.lean: replace fragile
  canonical_phases_preserved.2.2.2.2.2.1 chains with named obtain
  destructuring in pythagorean_position and contradiction_position
- docs/UNIFIED_THEORY.md: add ground-truth caveat to epigenetic optimizer
  results table (n≥24 results are local optima, not verified global minima)

Note: test_dna_nn.py has 4 pre-existing failures (Ising chain correlations)
unrelated to this fix — dna_qubo_nn.py has its own base encoding and does
not import dna_codec.py.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-22 23:20:16 -05:00

498 lines
22 KiB
Text
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

/-
HachimojiLUT.lean — Virtual LUT Hierarchy and Manifold Position Bridge
Stage 3 of the Hachimoji Codec Library.
This module is the formal bridge between:
• HachimojiCodec.lean — equation shape → 4D state (regime label)
• HachimojiManifoldAxiom.lean — Baker manifold geometry
It derives WHERE an equation lives on the manifold by composing:
1. Phase circle /360 (fixed from v.01: angle π/180 not π/360)
2. S¹⁵ embedding via corrected phaseEmbed
3. Base.index — the missing link from the v.01 exploration
4. Virtual LUT hierarchy: k=2 (binary), k=6 (codon), k=50 (genome)
5. equationPosition : EquationShape → SpherePoint
Derivation guarantees:
• Unit norm: always on S¹⁵ (cos² + sin² = 1)
• Injectivity on canonical phases: 8 bases → 8 distinct points
• Consistency: classifyEquation e → equationPosition e agrees on regime
-/
import Mathlib.Data.Real.Basic
import Mathlib.Analysis.SpecialFunctions.Trigonometric.Basic
import Mathlib.Data.Fin.Basic
import Mathlib.Tactic
import CoreFormalism.HachimojiCodec
open Real
namespace HachimojiLUT
-- ============================================================
-- §0 THE PHASE CIRCLE /360
-- ============================================================
/-- The phase circle: 360 discrete positions.
Each position is an angle θ ∈ {0°, 1°, …, 359°}.
The 8 canonical Hachimoji states occupy {0°, 45°, …, 315°}. -/
-- Transparent alias so Fin 360's instances (DecidableEq, Fintype, AddCommGroup via ZMod) resolve.
abbrev PhaseCircle := Fin 360
/-- Phase addition mod 360. -/
def PhaseCircle.add (a b : PhaseCircle) : PhaseCircle :=
⟨(a.val + b.val) % 360, Nat.mod_lt _ (by norm_num)⟩
/-- Phase negation (reflection, used for DNA-like conjugation binding). -/
def PhaseCircle.neg (a : PhaseCircle) : PhaseCircle :=
⟨(360 - a.val) % 360, Nat.mod_lt _ (by norm_num)⟩
-- AddCommGroup is inherited from ZMod 360 = Fin 360 via the abbrev transparency.
example : AddCommGroup PhaseCircle := inferInstance
-- ============================================================
-- §1 BASE INDEX (was missing from v.01)
-- ============================================================
-- Each canonical state has an index 07 matching its phase / 45.
-- This was referenced but never defined in HachimojiDerivation.lean.
/-- Map each 4D Hachimoji state to its canonical index 07.
The canonical states are exactly those with phase = 45*i. -/
def stateIndex (s : HachimojiState4D) : Fin 8 :=
⟨s.phase / 45 % 8, by omega⟩
/-- The 8 canonical states have distinct indices. -/
theorem canonical_indices_distinct :
stateIndex StateΦ ≠ stateIndex StateΛ ∧
stateIndex StateΛ ≠ stateIndex StateΡ
stateIndex StateΡ ≠ stateIndex StateΚ
stateIndex StateΚ ≠ stateIndex StateΩ ∧
stateIndex StateΩ ≠ stateIndex StateSigma ∧
stateIndex StateSigma ≠ stateIndex StatePi ∧
stateIndex StatePi ≠ stateIndex StateΖ := by
refine ⟨?_, ?_, ?_, ?_, ?_, ?_, ?_⟩ <;> decide
/-- stateIndex agrees with phase / 45 for all 8 canonical states. -/
theorem stateIndex_phase_agrees (s : HachimojiState4D)
(h : s.phase ∈ ({0, 45, 90, 135, 180, 225, 270, 315} : Finset )) :
stateIndex s = ⟨s.phase / 45, by
simp only [Finset.mem_insert, Finset.mem_singleton] at h; omega⟩ := by
simp only [Finset.mem_insert, Finset.mem_singleton] at h
simp only [stateIndex, Fin.mk.injEq]
omega
-- ============================================================
-- §2 CORRECTED S¹⁵ EMBEDDING
-- ============================================================
--
-- The v.01 HachimojiDerivation.lean used θ·π/360, which sweeps
-- only 0..π (a semicircle). The correct angle is θ·π/180 = θ·2π/360,
-- which gives a full period and a genuine regular 360-gon.
--
-- Fixed: phaseEmbed now uses θ.val * π / 180.
/-- A point on S¹⁵, represented as a 16-vector with unit norm.
Coordinates indexed by Fin 16 matching the DQ complexified
quaternion space (Q₁, Q₂) ∈ ℂ⁸ = ℝ¹⁶. -/
structure SpherePoint where
coords : Fin 16 →
h_norm : ∑ i : Fin 16, coords i ^ 2 = 1
/-- Phase embedding with corrected full-period angle.
q₁(θ) = cos(θ · π/180) ← full 360° period
q₃(θ) = sin(θ · π/180)
all other coords = 0
This is the canonical embedding of /360 into S¹ ⊂ S¹⁵.
The 8 canonical states form a regular octagon on this circle. -/
noncomputable def phaseEmbed (θ : PhaseCircle) : SpherePoint :=
{ coords := fun i =>
if i = 0 then cos (θ.val * π / 180)
else if i = 2 then sin (θ.val * π / 180)
else 0
h_norm := by
calc
∑ i : Fin 16, (if i = 0 then cos (θ.val * π / 180) else if i = 2 then sin (θ.val * π / 180) else 0) ^ 2
= ∑ i ∈ (Finset.univ : Finset (Fin 16)),
(if i = 0 then cos (θ.val * π / 180) else if i = 2 then sin (θ.val * π / 180) else 0) ^ 2 := rfl
_ = ∑ i ∈ ({0, 2} : Finset (Fin 16)),
(if i = 0 then cos (θ.val * π / 180) else if i = 2 then sin (θ.val * π / 180) else 0) ^ 2 := by
refine (Finset.sum_subset (by simp) ?_).symm
intro i hi hi_not
have hi0 : i ≠ 0 := by intro h; apply hi_not; simp [h]
have hi2 : i ≠ 2 := by intro h; apply hi_not; simp [h]
simp [hi0, hi2]
_ = cos (θ.val * π / 180) ^ 2 + sin (θ.val * π / 180) ^ 2 := by simp
_ = 1 := by simp [Real.cos_sq_add_sin_sq] }
/-- Unfolding lemma: `(phaseEmbed θ).coords i` reduces to the explicit if-then-else. -/
@[simp] lemma phaseEmbed_coords_eq (θ : PhaseCircle) (i : Fin 16) :
(phaseEmbed θ).coords i =
(if i = 0 then cos (θ.val * π / 180) else if i = 2 then sin (θ.val * π / 180) else 0) := rfl
/-- Unit norm: the embedding always lands on S¹⁵. -/
theorem phaseEmbed_unit_norm (θ : PhaseCircle) :
∑ i : Fin 16, (phaseEmbed θ).coords i ^ 2 = 1 :=
(phaseEmbed θ).h_norm
/-- The canonical octagon: adjacent base states are separated by
the correct chord length 2·sin(π/8) ≈ 0.7654.
PROVED (not vacuous like v.01): under the corrected angle θ·π/180,
the chord between θ=0 and θ=45 is
|e^{iπ/4} 1| = 2·sin(π/8). -/
theorem octagon_chord :
let p0 := phaseEmbed ⟨0, by norm_num⟩
let p1 := phaseEmbed ⟨45, by norm_num⟩
∑ i : Fin 16, (p1.coords i - p0.coords i) ^ 2 =
2 - 2 * cos (π / 4) := by
intro p0 p1
calc
∑ i : Fin 16, (p1.coords i - p0.coords i) ^ 2
= ∑ i ∈ ({0, 2} : Finset (Fin 16)), (p1.coords i - p0.coords i) ^ 2 := by
refine (Finset.sum_subset (by simp) ?_).symm
intro i hi hi_not
have hi0 : i ≠ 0 := by intro h; apply hi_not; simp [h]
have hi2 : i ≠ 2 := by intro h; apply hi_not; simp [h]
dsimp [p0, p1]; simp [hi0, hi2]
_ = (p1.coords 0 - p0.coords 0) ^ 2 + (p1.coords 2 - p0.coords 2) ^ 2 := by simp
_ = (cos (π/4) - 1) ^ 2 + (sin (π/4) - 0) ^ 2 := by
dsimp [p0, p1]; simp
have h45 : (45 : ) * π / 180 = π / 4 := by ring_nf
simp [h45]
_ = (cos (π/4) ^ 2 - 2 * cos (π/4) + 1) + sin (π/4) ^ 2 := by ring_nf
_ = (cos (π/4) ^ 2 + sin (π/4) ^ 2) + 1 - 2 * cos (π/4) := by ring_nf
_ = 1 + 1 - 2 * cos (π/4) := by
rw [Real.cos_sq_add_sin_sq (π/4)]
_ = 2 - 2 * cos (π / 4) := by ring_nf
/-- The 8 canonical phases embed to 8 DISTINCT points on S¹⁵.
Proof: distinct phases → distinct (cos, sin) pairs under the
corrected full-period embedding. -/
-- Helper: trig values for all 8 angles k*π/4, k=0..7.
-- These provide concrete `simp` normal forms for each case.
private lemma cos_two_pi_div_four : cos (2 * π / 4) = 0 := by
calc
cos (2 * π / 4) = cos (π/2) := by ring_nf
_ = 0 := by simp
private lemma sin_two_pi_div_four : sin (2 * π / 4) = 1 := by
calc
sin (2 * π / 4) = sin (π/2) := by ring_nf
_ = 1 := by simp
private lemma cos_three_pi_div_four : cos (3 * π / 4) = -Real.sqrt 2 / 2 := by
calc
cos (3 * π / 4) = cos (π - π/4) := by ring_nf
_ = cos π * cos (π/4) + sin π * sin (π/4) := by rw [Real.cos_sub]
_ = (-1) * (Real.sqrt 2 / 2) + 0 * (Real.sqrt 2 / 2) := by simp
_ = -Real.sqrt 2 / 2 := by ring_nf
private lemma sin_three_pi_div_four : sin (3 * π / 4) = Real.sqrt 2 / 2 := by
calc
sin (3 * π / 4) = sin (π - π/4) := by ring_nf
_ = sin π * cos (π/4) - cos π * sin (π/4) := by rw [Real.sin_sub]
_ = 0 * (Real.sqrt 2 / 2) - (-1) * (Real.sqrt 2 / 2) := by simp
_ = Real.sqrt 2 / 2 := by ring_nf
private lemma cos_five_pi_div_four : cos (5 * π / 4) = -Real.sqrt 2 / 2 := by
calc
cos (5 * π / 4) = cos (π + π/4) := by ring_nf
_ = -cos (π/4) := by simp [Real.cos_add]
_ = -(Real.sqrt 2 / 2) := by simp
_ = -Real.sqrt 2 / 2 := by ring_nf
private lemma sin_five_pi_div_four : sin (5 * π / 4) = -Real.sqrt 2 / 2 := by
calc
sin (5 * π / 4) = sin (π + π/4) := by ring_nf
_ = -sin (π/4) := by simp [Real.sin_add]
_ = -(Real.sqrt 2 / 2) := by simp
_ = -Real.sqrt 2 / 2 := by ring_nf
private lemma cos_six_pi_div_four : cos (6 * π / 4) = 0 := by
calc
cos (6 * π / 4) = cos (3 * π / 2) := by ring_nf
_ = cos (π + π/2) := by ring_nf
_ = -cos (π/2) := by simp [Real.cos_add]
_ = 0 := by simp
private lemma sin_six_pi_div_four : sin (6 * π / 4) = -1 := by
calc
sin (6 * π / 4) = sin (3 * π / 2) := by ring_nf
_ = sin (π + π/2) := by ring_nf
_ = -sin (π/2) := by simp [Real.sin_add]
_ = -1 := by simp
private lemma cos_seven_pi_div_four : cos (7 * π / 4) = Real.sqrt 2 / 2 := by
calc
cos (7 * π / 4) = cos (π/4) := by
calc
cos (7 * π / 4) = cos (2*π - π/4) := by ring_nf
_ = cos (2*π) * cos (π/4) + sin (2*π) * sin (π/4) := by rw [Real.cos_sub]
_ = 1 * cos (π/4) + 0 * sin (π/4) := by simp
_ = cos (π/4) := by ring_nf
_ = Real.sqrt 2 / 2 := by simp
private lemma sin_seven_pi_div_four : sin (7 * π / 4) = -Real.sqrt 2 / 2 := by
calc
sin (7 * π / 4) = sin (2*π - π/4) := by ring_nf
_ = sin (2*π) * cos (π/4) - cos (2*π) * sin (π/4) := by rw [Real.sin_sub]
_ = 0 * cos (π/4) - 1 * sin (π/4) := by simp
_ = - sin (π/4) := by simp
_ = -(Real.sqrt 2 / 2) := by simp
_ = -Real.sqrt 2 / 2 := by ring_nf
theorem phaseEmbed_injective_on_canonical :
∀ (i j : Fin 8), i ≠ j →
phaseEmbed ⟨45 * i.val, by omega⟩ ≠ phaseEmbed ⟨45 * j.val, by omega⟩ := by
intro i j hij h
apply hij
have hcos_raw : (phaseEmbed ⟨45 * i.val, by omega⟩).coords 0 = (phaseEmbed ⟨45 * j.val, by omega⟩).coords 0 :=
congr_arg (·.coords 0) h
have hsin_raw : (phaseEmbed ⟨45 * i.val, by omega⟩).coords 2 = (phaseEmbed ⟨45 * j.val, by omega⟩).coords 2 :=
congr_arg (·.coords 2) h
have hcos_val (k : Fin 8) : (phaseEmbed ⟨45 * k.val, by omega⟩).coords 0 = cos (((45 : ) * (k.val : ) * π) / 180) := by
simp
have hsin_val (k : Fin 8) : (phaseEmbed ⟨45 * k.val, by omega⟩).coords 2 = sin (((45 : ) * (k.val : ) * π) / 180) := by
simp
have h45 : (45 : ) * π / 180 = π / 4 := by ring_nf
have hcos : cos ((i.val : ) * π / 4) = cos ((j.val : ) * π / 4) := by
calc
cos ((i.val : ) * π / 4) = cos (((45 : ) * (i.val : ) * π) / 180) := by ring_nf
_ = (phaseEmbed ⟨45 * i.val, by omega⟩).coords 0 := (hcos_val i).symm
_ = (phaseEmbed ⟨45 * j.val, by omega⟩).coords 0 := hcos_raw
_ = cos (((45 : ) * (j.val : ) * π) / 180) := hcos_val j
_ = cos ((j.val : ) * π / 4) := by ring_nf
have hsin : sin ((i.val : ) * π / 4) = sin ((j.val : ) * π / 4) := by
calc
sin ((i.val : ) * π / 4) = sin (((45 : ) * (i.val : ) * π) / 180) := by ring_nf
_ = (phaseEmbed ⟨45 * i.val, by omega⟩).coords 2 := (hsin_val i).symm
_ = (phaseEmbed ⟨45 * j.val, by omega⟩).coords 2 := hsin_raw
_ = sin (((45 : ) * (j.val : ) * π) / 180) := hsin_val j
_ = sin ((j.val : ) * π / 4) := by ring_nf
have hsq2 : (Real.sqrt 2) ^ 2 = 2 := Real.sq_sqrt (by norm_num : (0:) ≤ 2)
fin_cases i <;> fin_cases j <;>
first
| rfl
| simp [Real.cos_zero, Real.sin_zero,
Real.cos_pi_div_four, Real.sin_pi_div_four,
cos_two_pi_div_four, sin_two_pi_div_four,
cos_three_pi_div_four, sin_three_pi_div_four,
Real.cos_pi, Real.sin_pi,
cos_five_pi_div_four, sin_five_pi_div_four,
cos_six_pi_div_four, sin_six_pi_div_four,
cos_seven_pi_div_four, sin_seven_pi_div_four] at hcos hsin
<;> nlinarith [hsq2]
-- ============================================================
-- §3 STATE → PHASE CIRCLE
-- ============================================================
/-- Extract the phase circle position from a 4D Hachimoji state.
The canonical states have phase ∈ {0, 45, …, 315}.
Non-canonical phases are clamped to the nearest canonical. -/
def stateToPhase (s : HachimojiState4D) : PhaseCircle :=
⟨s.phase % 360, Nat.mod_lt _ (by norm_num)⟩
/-- The 8 canonical state phases are preserved by stateToPhase. -/
theorem canonical_phases_preserved :
stateToPhase StateΦ = ⟨0, by norm_num⟩ ∧
stateToPhase StateΛ = ⟨45, by norm_num⟩ ∧
stateToPhase StateΡ = ⟨90, by norm_num⟩ ∧
stateToPhase StateΚ = ⟨135, by norm_num⟩ ∧
stateToPhase StateΩ = ⟨180, by norm_num⟩ ∧
stateToPhase StateSigma = ⟨225, by norm_num⟩ ∧
stateToPhase StatePi = ⟨270, by norm_num⟩ ∧
stateToPhase StateΖ = ⟨315, by norm_num⟩ := by
native_decide
-- ============================================================
-- §4 EQUATION → MANIFOLD POSITION
-- ============================================================
/-- The coarse manifold position of an equation:
parse its shape → classify to a Hachimoji state →
read off the phase → embed on S¹⁵.
This is the answer to "where does this equation live?"
at the regime-granularity level (1 of 8 octagon vertices). -/
noncomputable def equationPosition (shape : EquationShape) : SpherePoint :=
phaseEmbed (stateToPhase (classifyEquation shape))
/-- Equations in the same regime land on the same octagon vertex. -/
theorem same_regime_same_vertex (s₁ s₂ : EquationShape)
(h : (classifyEquation s₁).phase = (classifyEquation s₂).phase) :
equationPosition s₁ = equationPosition s₂ := by
simp [equationPosition, stateToPhase, h]
/-- E = mc² lives at the Φ (trivial/beautiful) vertex. -/
theorem E_mc2_position :
equationPosition { n_vars := 2, n_ops := 2, max_depth := 0,
n_quantifiers := 0, n_relations := 1 } =
phaseEmbed ⟨0, by norm_num⟩ := by
unfold equationPosition
have hclass : classifyEquation { n_vars := 2, n_ops := 2, max_depth := 0,
n_quantifiers := 0, n_relations := 1 } = StateΦ := by
native_decide
rw [hclass, canonical_phases_preserved.1]
/-- Pythagorean theorem lives at the Σ (symmetric) vertex. -/
theorem pythagorean_position :
equationPosition { n_vars := 3, n_ops := 7, max_depth := 0,
n_quantifiers := 0, n_relations := 1 } =
phaseEmbed ⟨225, by norm_num⟩ := by
unfold equationPosition
have hclass : classifyEquation { n_vars := 3, n_ops := 7, max_depth := 0,
n_quantifiers := 0, n_relations := 1 } = StateSigma := by
native_decide
obtain ⟨-, -, -, -, -, hΣ, -, -⟩ := canonical_phases_preserved
rw [hclass, hΣ]
/-- Contradiction "0 = 1" lives at the Ω (collision) vertex. -/
theorem contradiction_position :
equationPosition { n_vars := 0, n_ops := 0, max_depth := 0,
n_quantifiers := 0, n_relations := 1 } =
phaseEmbed ⟨180, by norm_num⟩ := by
unfold equationPosition
have hclass : classifyEquation { n_vars := 0, n_ops := 0, max_depth := 0,
n_quantifiers := 0, n_relations := 1 } = StateΩ := by
native_decide
obtain ⟨-, -, -, -, hΩ, -, -, -⟩ := canonical_phases_preserved
rw [hclass, hΩ]
-- ============================================================
-- §5 VIRTUAL LUT HIERARCHY
-- ============================================================
--
-- The LUT hierarchy formalizes three levels of equation grouping:
-- k=2: binary — how two equations compose
-- k=6: codon — one atomic mathematical operation (Genome18 link)
-- k=50: genome — universal function (UniversalMathEncoding link)
/-- A virtual LUT at arity k: maps k sphere points to one output.
Defined by a stored pattern (reference points) and a lookup.
The lookup does NOT require memory — it is geometry. -/
structure VirtualLUT (k : ) where
pattern : Fin k → SpherePoint
lookup : (Fin k → SpherePoint) → SpherePoint
/-- Binary LUT (k=2): how two equations compose.
For the 8 canonical bases: an 8×8 = 64-entry composition table.
Each entry maps (state_i, state_j) → output_state. -/
structure BinaryLUT extends VirtualLUT 2 where
compose : HachimojiState4D → HachimojiState4D → HachimojiState4D
h_consistent : ∀ a b : HachimojiState4D,
lookup (fun i => if i = 0 then phaseEmbed (stateToPhase a)
else phaseEmbed (stateToPhase b)) =
phaseEmbed (stateToPhase (compose a b))
/-- Codon LUT (k=6): one atomic mathematical operation.
6 characters → one Hachimoji state.
This is the Genome18 primitive: 6 × 3-bit bins → 18-bit address.
Reference: Research-Stack vocabulary lock, "Genome18". -/
structure CodonLUT extends VirtualLUT 6 where
codon : Fin 6 → HachimojiState4D
output : HachimojiState4D
h_admit : admission output ≠ .QUARANTINE
/-- Genome LUT (k=50): universal function.
50-character Hachimoji string → one manifold path.
This is the 50-token address space from UniversalMathEncoding.
The path = sequence of 50 SpherePoints, one per token. -/
structure GenomeLUT extends VirtualLUT 50 where
genome : Fin 50 → HachimojiState4D
path : Fin 50 → SpherePoint
h_path : ∀ i, path i = phaseEmbed (stateToPhase (genome i))
/-- A GenomeLUT exists: construct the trivial Φ-genome. -/
theorem genomeLUT_exists : ∃ _ : GenomeLUT, True :=
⟨{ pattern := fun _ => phaseEmbed ⟨0, by norm_num⟩
lookup := fun _ => phaseEmbed ⟨0, by norm_num⟩
genome := fun _ => StateΦ
path := fun _ => phaseEmbed ⟨0, by norm_num⟩
h_path := fun _ => rfl }, trivial⟩
-- ============================================================
-- §6 STABILITY POINTS (BINDING LAW)
-- ============================================================
--
-- The DNA-like binding rule: conjugation θ ↦ −θ.
-- Fixed points are exactly the self-complementary (ambidextrous) phases.
-- Under /360 conjugation: fixed points = {0°, 180°} = Φ, Ω.
/-- Conjugation binding: the "anti-strand" of a phase. -/
def conjugate (θ : PhaseCircle) : PhaseCircle := PhaseCircle.neg θ
/-- A phase is a stability point (self-complementary) iff it is fixed
under conjugation. -/
def isStabilityPoint (θ : PhaseCircle) : Bool :=
conjugate θ == θ
/-- The stability points of conjugation are exactly {0°, 180°}.
These are Φ (trivial) and Ω (collision) — the ambidextrous bases.
Proved by computation over all 360 positions. -/
theorem stability_points :
∀ θ : PhaseCircle, isStabilityPoint θ = true ↔
θ.val = 0 θ.val = 180 := by
have h : ∀ θ : PhaseCircle, isStabilityPoint θ = true ↔ θ.val = 0 θ.val = 180 := by
native_decide
exact h
/-- Φ (phase 0°) is a stability point. -/
theorem phi_is_stable : isStabilityPoint ⟨0, by norm_num⟩ = true := by
decide
/-- Ω (phase 180°) is a stability point. -/
theorem omega_is_stable : isStabilityPoint ⟨180, by norm_num⟩ = true := by
decide
/-- No other canonical base is a stability point. -/
theorem other_bases_not_stable :
isStabilityPoint ⟨45, by norm_num⟩ = false ∧
isStabilityPoint ⟨90, by norm_num⟩ = false ∧
isStabilityPoint ⟨135, by norm_num⟩ = false ∧
isStabilityPoint ⟨225, by norm_num⟩ = false ∧
isStabilityPoint ⟨270, by norm_num⟩ = false ∧
isStabilityPoint ⟨315, by norm_num⟩ = false := by
native_decide
-- ============================================================
-- §7 THE MASTER MANIFEST
-- ============================================================
--
-- Summary of what this module provides and what remains open.
--
-- PROVED (no sorry):
-- §0 PhaseCircle is AddCommGroup (/360)
-- §1 canonical_indices_distinct (Base.index exists and works)
-- §2 phaseEmbed_unit_norm (always on S¹⁵)
-- §2 octagon_chord (correct chord length under π/180)
-- §3 canonical_phases_preserved
-- §4 E_mc2_position, pythagorean_position, contradiction_position
-- §5 genomeLUT_exists, binaryLUT_exists (trivial constant-Φ solution)
-- §6 stability_points (Φ and Ω are the unique fixed points)
--
-- SORRY / OPEN:
-- §2 phaseEmbed_injective_on_canonical — needs native_decide or
-- explicit trig irrationality for intermediate angles.
--
-- NEXT (fine-grained manifold position):
-- The coarse position is one of 8 octagon vertices.
-- The fine position comes from the 50-token specificity dimensions
-- (UniversalMathEncoding) — each token activates one of the
-- 15 remaining S¹⁵ dimensions orthogonal to the phase plane.
-- That is the subject of HachimojiTokenEmbed.lean (not yet written).
/-- A concrete BinaryLUT exists: the constant-Φ composition table.
TODO: Replace with non-trivial phase-addition table
when the full 8×8 composition semantics are specified.
h_consistent holds because both sides reduce to phaseEmbed ⟨0⟩. -/
theorem binaryLUT_exists : ∃ _ : BinaryLUT, True :=
⟨{ pattern := fun _ => phaseEmbed ⟨0, by norm_num⟩
lookup := fun _ => phaseEmbed ⟨0, by norm_num⟩
compose := fun _ _ => StateΦ
h_consistent := fun _ _ => rfl }, trivial⟩
end HachimojiLUT