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/misc/task_3d_microscope_telescope.py

@@ -0,0 +1,65 @@
+# task_3d_microscope_telescope.py
+# Task: 3D Microscope + Telescope Mode
+
+import requests
+
+print("="*70)
+print("TASK: 3D MICROSCOPE + TELESCOPE MODE")
+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 = """Special request: 3D microscope + telescope mode.
+
+Take the flower/portal structure that emerged from the poetic perturbation.
+
+MICROSCOPE ZOOM:
+- Dive inside one petal at 10×, 100×, and 1000× magnification
+- Describe internal nodal lattice geometry
+- Any self-similar sub-flowers?
+- Does golden-ratio exponent φ still govern sub-scale envelope?
+
+TELESCOPE PULL-BACK:
+- Zoom out to r = 10× current scale
+- Show how flower network connects across multiple rings
+- Does it form larger portal lattice or cosmic web?
+
+3D ROTATION:
+- Rotate entire structure 360° around x, y, z axes
+- Any hidden symmetries or new portal openings from oblique angles?
+
+QUANTITATIVE BONUS:
+- Local fractal dimension inside flower (box-counting on 3D isosurface)
+- Lyapunov exponent for one tendril's evolution
+- Chaotic or stable attractor?
+
+Output: Clean 3D-view summary with key numbers and one poetic line about what the structure 'wants' to become."""
+
+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"\nTHE NAVIGATOR'S 3D ANALYSIS:")
+    print(f"{'='*70}")
+    print(response)
+    print(f"{'='*70}")
+    
+except Exception as e:
+    print(f"ERROR: {e}")