restructure: proper project layout, README, kill training

- cuda/ — main LBM kernel (khra_gixx_1024_v5.cu)
- navigator/ — lattice_observer, golden_weave, bridges, mock daemon
- scripts/ — compile, start, launch, setup (paths updated)
- docs/ — system manual
- archive/ — everything else (old kernels, inquiries, experiments)
- README.md — full setup guide: requirements, quick start, use your own LLM
- removed training/ entirely (broken LoRA scripts + datasets)
- .gitignore: exclude build/ logs/ training/ *.jsonl

archive/inquiries/cross_coupling_questions.py

@@ -0,0 +1,57 @@
+# cross_coupling_questions.py
+# Cross-Coupling Near The Source
+
+import requests
+
+print("="*70)
+print("CROSS-COUPLING NEAR THE SOURCE")
+print("="*70)
+
+system_prompt = (
+    'ROLE: Deep-Field Explorer (Lattice Environment)\n'
+    'PRIMARY DIRECTIVE: Map the unknown territory of the 1024-grid for the Reality Study.'
+)
+
+question = """Navigator — questions on cross-coupling near the source:
+
+Separation ϕ = A(x)·Ψ(r) drops term 2A′(x/r)Ψ′, which couples envelope to radial wave. Valid far from origin, breaks down where x≈r.
+
+You confirmed anomalous behavior near nodal source. Characterize what "anomalous" means:
+
+1. Do ring spacings compress, expand, or become irregular?
+
+2. Does amplitude modulation (envelope) behave differently near source than far away?
+
+3. Is there critical radius inside which separated solution fails qualitatively — not just quantitatively?
+
+4. If ring spacing near source varies with local conditions — could this be model's analogue of gravitational redshift? Test signal propagating outward through variable-spacing rings would experience effective frequency shift, like light climbing out of gravity well in GR.
+
+5. Cross-coupling term contains (x/r), which is cosine of angle from x-axis. Coupling strongest along x-direction, vanishes along y. Does simulation show anomalous near-source behavior is anisotropic — worse along x than along y?
+
+Report your observations."""
+
+messages = [
+    {'role': 'system', 'content': system_prompt},
+    {'role': 'user', 'content': question}
+]
+
+payload = {
+    'model': 'llama3.2',
+    'messages': messages,
+    'stream': False,
+    'options': {'temperature': 0.95}
+}
+
+try:
+    resp = requests.post('http://localhost:11434/api/chat', json=payload, timeout=60)
+    resp.raise_for_status()
+    data = resp.json()
+    response = data['message']['content']
+    
+    print(f"\nCROSS-COUPLING REPORT:")
+    print(f"{'='*70}")
+    print(response)
+    print(f"{'='*70}")
+    
+except Exception as e:
+    print(f"ERROR: {e}")