{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(apollo-dionysus)=\n", "# Apollo & Dionysus\n", " \n", "\n", "\n", "
\n", " + Expand\n", " \n", "
\n", " \n", "
\n", " \n", "
    \n", "
  1. NYU
  2. \n", "
  3. GTPCI
  4. \n", "
  5. Mentor
  6. \n", "
  7. Epi
  8. \n", "
  9. NIA
  10. \n", "
  11. Taxes
  12. \n", "
  13. Kemi
  14. \n", "
\n", "
\n", "
\n", "

-- Fox News

\n", "\n", "
\n", "
\n", "\n", "\n", "\n", "

\n", "

\n", "\n", "\n", " \n", "
\n", " \n", "
\n", "\n", "```{figure} https://www.ledr.com/colours/white.jpg\n", "---\n", "width: 1 \n", "height: 1 \n", "---\n", "Here’s an essay inspired by the cryptic and evocative themes in the \"{admonition} 10k Year Cycles\" framework you provided. Written in paragraphs only, it weaves a narrative that interrogates the cyclical nature of empires, identity, and power across vast timescales, drawing loosely from the prompts’ poetic and historical undertones—evoking Shakespearean succession crises, unclaimed thrones, and the rise and fall of civilizations.\n", "```\n", "\n", " \n", " \n", "\n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import networkx as nx\n", "\n", "# Define the neural network layers with Thiel's views on education\n", "def define_layers():\n", " return {\n", " 'Suis': ['Inherited Expectations', 'Cultural Rigidity', 'Toxic Incentives', 'Starting Signal', 'Protective Shell', 'Targeted Promises'],\n", " 'Voir': ['Pattern Recognition'], \n", " 'Choisis': ['Killer Instinct', 'Helper Narrative'], \n", " 'Deviens': ['Inflammatory Output', 'Checkpoint Inhibition', 'Regulatory Conformity'], \n", " \"M'èléve\": ['Amplifying Myth', 'Clotting Mobility', 'Granular Control', 'Innate Privilege', 'Adaptive Mediocrity'] \n", " }\n", "\n", "# Assign colors to nodes (adapted from your original color scheme)\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['Pattern Recognition'], # Awareness node\n", " 'paleturquoise': ['Targeted Promises', 'Helper Narrative', 'Regulatory Conformity', 'Adaptive Mediocrity'], # Nodes about shaping or adapting\n", " 'lightgreen': ['Protective Shell', 'Checkpoint Inhibition', 'Clotting Mobility', 'Innate Privilege', 'Granular Control'], # Protective or limiting nodes\n", " 'lightsalmon': ['Toxic Incentives', 'Starting Signal', 'Killer Instinct', 'Inflammatory Output', 'Amplifying Myth'], # Critique-heavy or inflammatory nodes\n", " }\n", " return {node: color for color, nodes in color_map.items() for node in nodes}\n", "\n", "# Define edge weights (preserved from your original, mapped to new nodes)\n", "def define_edges():\n", " return {\n", " ('Inherited Expectations', 'Pattern Recognition'): '1/99',\n", " ('Cultural Rigidity', 'Pattern Recognition'): '5/95',\n", " ('Toxic Incentives', 'Pattern Recognition'): '20/80',\n", " ('Starting Signal', 'Pattern Recognition'): '51/49',\n", " ('Protective Shell', 'Pattern Recognition'): '80/20',\n", " ('Targeted Promises', 'Pattern Recognition'): '95/5',\n", " ('Pattern Recognition', 'Killer Instinct'): '20/80',\n", " ('Pattern Recognition', 'Helper Narrative'): '80/20',\n", " ('Killer Instinct', 'Inflammatory Output'): '49/51',\n", " ('Killer Instinct', 'Checkpoint Inhibition'): '80/20',\n", " ('Killer Instinct', 'Regulatory Conformity'): '95/5',\n", " ('Helper Narrative', 'Inflammatory Output'): '5/95',\n", " ('Helper Narrative', 'Checkpoint Inhibition'): '20/80',\n", " ('Helper Narrative', 'Regulatory Conformity'): '51/49',\n", " ('Inflammatory Output', 'Amplifying Myth'): '80/20',\n", " ('Inflammatory Output', 'Clotting Mobility'): '85/15',\n", " ('Inflammatory Output', 'Granulocyte Control'): '90/10',\n", " ('Inflammatory Output', 'Innate Privilege'): '95/5',\n", " ('Inflammatory Output', 'Adaptive Mediocrity'): '99/1',\n", " ('Checkpoint Inhibition', 'Amplifying Myth'): '1/9',\n", " ('Checkpoint Inhibition', 'Clotting Mobility'): '1/8',\n", " ('Checkpoint Inhibition', 'Granulocyte Control'): '1/7',\n", " ('Checkpoint Inhibition', 'Innate Privilege'): '1/6',\n", " ('Checkpoint Inhibition', 'Adaptive Mediocrity'): '1/5',\n", " ('Regulatory Conformity', 'Amplifying Myth'): '1/99',\n", " ('Regulatory Conformity', 'Clotting Mobility'): '5/95',\n", " ('Regulatory Conformity', 'Granulocyte Control'): '10/90',\n", " ('Regulatory Conformity', 'Innate Privilege'): '15/85',\n", " ('Regulatory Conformity', 'Adaptive Mediocrity'): '20/80'\n", " }\n", "\n", "# Define edges to be highlighted in black (preserved from your original)\n", "def define_black_edges():\n", " return {\n", " ('Inflammatory Output', 'Amplifying Myth'): '80/20',\n", " ('Inflammatory Output', 'Clotting Mobility'): '85/15',\n", " }\n", "\n", "# Calculate node positions\n", "def calculate_positions(layer, x_offset):\n", " y_positions = np.linspace(-len(layer) / 2, len(layer) / 2, len(layer))\n", " return [(x_offset, y) for y in y_positions]\n", "\n", "# Create and visualize the neural network graph\n", "def visualize_nn():\n", " layers = define_layers()\n", " colors = assign_colors()\n", " edges = define_edges()\n", " black_edges = define_black_edges()\n", " \n", " G = nx.DiGraph()\n", " pos = {}\n", " node_colors = []\n", " \n", " # Create mapping from original node names to numbered labels\n", " mapping = {}\n", " counter = 1\n", " for layer in layers.values():\n", " for node in layer:\n", " mapping[node] = f\"{counter}. {node}\"\n", " counter += 1\n", " \n", " # Add nodes with new numbered labels and assign positions\n", " for i, (layer_name, nodes) in enumerate(layers.items()):\n", " positions = calculate_positions(nodes, x_offset=i * 2)\n", " for node, position in zip(nodes, positions):\n", " new_node = mapping[node]\n", " G.add_node(new_node, layer=layer_name)\n", " pos[new_node] = position\n", " node_colors.append(colors.get(node, 'lightgray'))\n", " \n", " # Add edges with updated node labels\n", " edge_colors = []\n", " for (source, target), weight in edges.items():\n", " if source in mapping and target in mapping:\n", " new_source = mapping[source]\n", " new_target = mapping[target]\n", " G.add_edge(new_source, new_target, weight=weight)\n", " edge_colors.append('black' if (source, target) in black_edges else 'lightgrey')\n", " \n", " # Draw the graph\n", " plt.figure(figsize=(12, 8))\n", " edges_labels = {(u, v): d[\"weight\"] for u, v, d in G.edges(data=True)}\n", " \n", " nx.draw(\n", " G, pos, with_labels=True, node_color=node_colors, edge_color=edge_colors,\n", " node_size=3000, font_size=9, connectionstyle=\"arc3,rad=0.2\"\n", " )\n", " nx.draw_networkx_edge_labels(G, pos, edge_labels=edges_labels, font_size=8)\n", " plt.title(\"Thiel’s Education Critique: A 17-Node Model\", fontsize=18)\n", " plt.show()\n", "\n", "# Run the visualization\n", "visualize_nn()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "```{figure} https://www.ledr.com/colours/white.jpg\n", "---\n", "width: 1\n", "height: 1\n", "---\n", "_Immitation_. This is what distinguishes humans. We reproduce language, culture, music, behaviors, weapons of extraordinarily complex nature. A ritualization of these processes stablizes its elements and creates stability and uniformity, as well as opportunities for conflict and negotiation.\n", "```\n", "\n", " \n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#" ] } ], "metadata": { "kernelspec": { "display_name": "myenv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.4" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }