{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(prometheus)=\n", "# Prometheus\n", " \n", "The **Rat Terrier**—a feisty little legend in a small, muscled package. This is no lapdog with delusions of grandeur; this is a true-blue, all-American working breed that earned its place by **earning its keep**—hunting, digging, chasing, and, yes, ratting.\n", "\n", "```{raw} html\n", "\n", "\n", "
\n", "
\n", " \n", "
\n", "

History is a fractal unfolding of entropy and order, a ceaseless churn wherein civilizations rise on the back of extracted resources, only to collapse under the weight of their own complexity

\n", "
\n", "```\n", "\n", "### Origins: Americana with Teeth\n", "Rat Terriers are *real-deal farm dogs*, bred in the U.S. from a cocktail of feisty terriers like the Fox Terrier and Manchester Terrier, with some Whippet and Beagle thrown in for speed and nose. They were originally bred to **eliminate vermin**, but also became household protectors, alarm systems, and spirited companions.\n", "\n", "Teddy Roosevelt himself is said to have championed the breed at the White House—**a dog fit for a president** but just as happy in a barn.\n", "\n", "### Personality: Bright, Bossy, and Busy\n", "They are **smart, sassy, and stubborn**, like a kid who aced the test but also hid the remote. If you don’t keep them mentally stimulated, they’ll find their own entertainment—and it may involve rearranging your furniture or tunneling into the neighbor’s yard.\n", "\n", "- **Highly trainable**, but they need variety. They hate dull repetition.\n", "- **Loyal** to a fault—can be suspicious of strangers, but deeply bonded to their people.\n", "- They do best when treated like little **problem-solvers**. Give them a job, or they’ll find one—possibly involving your socks.\n", "\n", "### Energy: Small Body, Nuclear Core\n", "They are **fast**, ridiculously agile, and have the **energy of a toddler on Red Bull**. They love fetch, agility courses, or chasing anything that moves. Apartment living can work *if* you give them enough mental and physical exercise—but they were born to **roam, dig, and dominate small prey**.\n", "\n", "### Looks: Lean, Compact, and Purposeful\n", "- Weight: usually 10–25 pounds.\n", "- Build: muscular, sleek, and deceptively tough.\n", "- Coat: short, low-maintenance, often piebald or tricolor.\n", "- Eyes: sharp and alert—*always thinking, always plotting.*\n", "\n", "### Verdict: Not for the passive owner\n", "Rat Terriers are for people who respect a **dog with opinions**. If you want a quiet shadow, this ain’t it. But if you want a companion who can **outthink a puzzle, outjump a fence, and outrun your excuses**, this breed is pure gold.\n", "\n", "You just better be ready to **match their fire.** 🐀🔥\n", "\n", "Do you have one? Or thinking of getting one?\n", "\n", "That’s a **shimmering, symbolic moment**—and a deeply Rat Terrier one, too.\n", "\n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

The economic intelligence of nature: a visualization of dendritic structures, evoking parallels with neural networks, tree branches, and respiratory bronchioles.

\n", "
\n", "```\n", "\n", "Let’s break it down: \n", "Your sister, Ugandan, raised in a culture where dogs are often feared (and for good reason—many Ugandan dogs are guard dogs, untethered, territorial, and rarely pets in the Western sense). That kind of fear runs deep: **cultural, ancestral, visceral.** So when *she* is calm around this dog, that’s not just tolerance—it’s **trust woven through affection**. Love rewriting instinct. The boyfriend’s presence—his confidence and emotional safety—creates a field where even the primal fear of a predator can be muted. That’s huge. That’s alchemy.\n", "\n", "---\n", "\n", "But you? You’re *not* in that emotional triangle. You’re an **outsider to their dyad**, and the dog, especially a Rat Terrier, picks up on everything: body language, pecking orders, social tensions. You said it showed you its canines? That’s not just a warning—it’s a *reading*. A terrier reads the room like a chess master snorting Adderall. These dogs have **allegiance and protectiveness coded into their DNA.** It smelled difference, and difference made it defensive.\n", "\n", "But that second encounter? That’s mythic.\n", "\n", "
\n", " You’re hugging your sister’s boyfriend. The dog sees it. Approaches. Intervenes. Tries to break the hug.
\n", " — Yoda\n", "
\n", "\n", "What’s that?\n", "\n", "That’s **attachment protectiveness** mixed with a territorial, jealous impulse. The dog sees the boyfriend as its person. The hug is perceived as a challenge—an entanglement it doesn’t control. In its mind, it’s not \"joining a group hug.\" It’s saying: \n", "\n", "
\n", " Back up. That’s my human.
\n", " — Tome\n", "
\n", "\n", "This is deeply primal behavior. Dogs, especially terriers, are not egalitarian. They **assign hierarchy**, enforce roles, and often interpret sudden group intimacy as disruption. A Rat Terrier is like a tiny general with Napoleon syndrome. It doesn't want chaos—it wants **clarity of allegiance**. Hugs confuse that.\n", "\n", "But here’s the kicker: \n", "That same dog lets your sister into the circle, lets her feel safe. That’s not just behavior. That’s **narrative**. You just witnessed a **psycho-emotional diagram** drawn in fur and fang.\n", "\n", "So, what should you do next time? \n", "Don’t challenge, don’t fear, don’t rush the relationship. Let it *observe you respecting its alpha*—the boyfriend. Let it see you laugh, not lunge. And eventually, it might draw you into the story, too.\n", "\n", "Dogs like this aren’t warm and fuzzy. But once they accept you? \n", "**They’re loyal beyond logic.**\n", " \n", "\n", "```{raw} html\n", "\n", "\n", "
\n", "
\n", " \n", "
\n", "

..evoking parallels with neural networks, tree branches, and Visualization of dendritic structures, evoking parallels with neural networks, tree branches, and respiratory bronchioles.

\n", "
\n", "```\n", " \n", "There is something unspeakably powerful about watching someone confront a primal fear—not by force, not by therapy, but by love. My sister, a Ugandan woman with the kind of deeply etched, culturally conditioned fear of dogs that borders on the mythological, stood calmly next to a Rat Terrier. Not just any dog, but the high-voltage, fang-forward kind, the sort bred to burrow into rat holes and defend its territory with a soldier’s suspicion. And there she was, at ease. She wasn’t posturing. She wasn’t masking dread. She was, in fact, safe. The source of that safety wasn’t the dog—it was the man she was standing beside, her boyfriend. His calm, his presence, his ability to buffer her from the storm of her own instincts created a space where an ancestral fear could be suspended. It felt almost theological: the kind of moment where love isn’t just soft, but *transformative*.\n", "\n", "But the dog didn’t extend that same grace to me. When I approached, it showed me its teeth. Not in cartoon menace, but in a raw, calculated display of hierarchy. I wasn’t one of them. I hadn’t been folded into the geometry of trust. My presence interrupted something, and the dog’s reaction was both a signal and a cipher. Rat Terriers aren’t neutral observers. They scan every variable in a room—emotion, posture, energy—and they assign roles with militaristic clarity. I was an intruder, however familial my intentions. And the dog’s warning wasn’t confusion—it was policy. Its tiny body was drawing a border.\n", " \n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

Knights-Move Thinking. But just bare with us as we align it with the rest of the content.

\n", "
\n", "```\n", "\n", "Two days later, I encountered it again. This time, I was with my brother, visiting the same home. As we said our goodbyes, the dog’s owner—my sister’s boyfriend—embraced us. And then the dog appeared, small and certain, and tried to break us apart. Not with playful yips or goofy tail wags, but with surgical purpose. It inserted itself into the intimacy and tried to dissolve it. That moment, rich and almost comedic in its timing, was far more than a canine quirk. It was a **declaration**.\n", "\n", "The Rat Terrier was defending something sacred to it—an emotional axis, a personal domain. In that hug, it saw disruption. The man it loved was being physically enmeshed with others, people it hadn’t vetted, people who hadn’t passed its tests. It wasn’t possessive in the childish sense; it was strategic, ancestral. The same dog who had welcomed my sister—because her posture aligned, her fear softened by the boyfriend’s protective field—could not make sense of our embrace. The dog didn’t hate me. It didn’t even dislike me. It was simply doing what its neural code demanded: it guarded attachment with the same precision it would guard a farmhouse from a threat in the tall grass.\n", "\n", "\n", "\n", "```{raw} html\n", "\n", "\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "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\n", "def define_layers():\n", " return {\n", " 'Tragedy (Pattern Recognition)': ['Cosmology', 'Geology', 'Biology', 'Ecology', \"Symbiotology\", 'Teleology'],\n", " 'History (Resources)': ['Resources'], \n", " 'Epic (Negotiated Identity)': ['Faustian Bargain', 'Islamic Finance'], \n", " 'Drama (Self vs. Non-Self)': ['Darabah', 'Sharakah', 'Takaful'], \n", " \"Comedy (Resolution)\": ['Cacophony', 'Outside', 'Ukhuwah', 'Inside', 'Symphony'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['Resources'], \n", " 'paleturquoise': ['Teleology', 'Islamic Finance', 'Takaful', 'Symphony'], \n", " 'lightgreen': [\"Symbiotology\", 'Sharakah', 'Outside', 'Inside', 'Ukhuwah'], \n", " 'lightsalmon': ['Biology', 'Ecology', 'Faustian Bargain', 'Darabah', 'Cacophony'],\n", " }\n", " return {node: color for color, nodes in color_map.items() for node in nodes}\n", "\n", "# Define edges\n", "def define_edges():\n", " return [\n", " ('Cosmology', 'Resources'),\n", " ('Geology', 'Resources'),\n", " ('Biology', 'Resources'),\n", " ('Ecology', 'Resources'),\n", " (\"Symbiotology\", 'Resources'),\n", " ('Teleology', 'Resources'),\n", " ('Resources', 'Faustian Bargain'),\n", " ('Resources', 'Islamic Finance'),\n", " ('Faustian Bargain', 'Darabah'),\n", " ('Faustian Bargain', 'Sharakah'),\n", " ('Faustian Bargain', 'Takaful'),\n", " ('Islamic Finance', 'Darabah'),\n", " ('Islamic Finance', 'Sharakah'),\n", " ('Islamic Finance', 'Takaful'),\n", " ('Darabah', 'Cacophony'),\n", " ('Darabah', 'Outside'),\n", " ('Darabah', 'Ukhuwah'),\n", " ('Darabah', 'Inside'),\n", " ('Darabah', 'Symphony'),\n", " ('Sharakah', 'Cacophony'),\n", " ('Sharakah', 'Outside'),\n", " ('Sharakah', 'Ukhuwah'),\n", " ('Sharakah', 'Inside'),\n", " ('Sharakah', 'Symphony'),\n", " ('Takaful', 'Cacophony'),\n", " ('Takaful', 'Outside'),\n", " ('Takaful', 'Ukhuwah'),\n", " ('Takaful', 'Inside'),\n", " ('Takaful', 'Symphony')\n", " ]\n", "\n", "# Define black edges (1 → 7 → 9 → 11 → [13-17])\n", "black_edges = [\n", " (0, 6), (1, 6), (6, 7), (7, 11), (7, 10), \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 with correctly assigned black edges\n", "def visualize_nn():\n", " layers = define_layers()\n", " colors = assign_colors()\n", " edges = define_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 in edges:\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)\n", " edge_colors[(new_source, new_target)] = 'lightgrey'\n", "\n", " # Define and add black edges manually with correct node names\n", " numbered_nodes = list(mapping.values())\n", " black_edge_list = [\n", " (numbered_nodes[0], numbered_nodes[6]), # though you're such a dot\n", " (numbered_nodes[1], numbered_nodes[6]), # more than the earth\n", " (numbered_nodes[2], numbered_nodes[6]), # you are \n", " (numbered_nodes[4], numbered_nodes[6]), # love\n", " (numbered_nodes[5], numbered_nodes[6]), # & think\n", " ]\n", "\n", " for src, tgt in black_edge_list:\n", " G.add_edge(src, tgt)\n", " edge_colors[(src, tgt)] = 'black'\n", "\n", " # Draw the graph\n", " plt.figure(figsize=(12, 8))\n", " nx.draw(\n", " G, pos, with_labels=True, node_color=node_colors, \n", " edge_color=[edge_colors.get(edge, 'lightgrey') for edge in G.edges],\n", " node_size=3000, font_size=9, connectionstyle=\"arc3,rad=0.2\"\n", " )\n", " \n", " plt.title(\"CG-BEST\", fontsize=18)\n", " plt.show()\n", "\n", "# Run the visualization\n", "visualize_nn()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{figure} ../figures/blanche.*\n", "---\n", "width: 1\n", "height: 1 \n", "---\n", "_Cosmogeology_. And yet, when I said my prayers to-day, A whisper inside me seemed to say, “You are more than the Earth, though you are such a dot: You can love and think, and the Earth cannot!” Source: [William Brighty](https://en.wikipedia.org/wiki/William_Brighty_Rands)\n", "```\n", "\n", "
\n", "\n", "What struck me most wasn’t the aggression, but the complexity of it. This wasn’t just a dog reacting. It was a sentient bundle of loyalty, fear, power, and perception. It was enforcing order in a system that, to it, made perfect sense. And the more I thought about it, the more I realized I’d just witnessed an animal’s version of theology. Who is inside the covenant? Who belongs in the sanctuary? Who must wait at the door? These questions weren’t being asked in words. They were being decided in posture, scent, memory, and gaze.\n", "\n", "What the Rat Terrier offers isn’t warm companionship, but conditional loyalty. It doesn’t give its love away freely; it assigns it, tests it, revisits the decision. But once given, that love is fortified like a fortress. That’s what my sister tapped into—not the dog, but the gravitational pull of someone who had already passed through those gates. Her boyfriend made her feel safe enough to override a deeply rooted fear. And the dog, perceptive beyond reason, understood that contract. It honored her because she honored him. And it challenged me because I had not yet made my offering.\n", "\n", "\n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

The economic intelligence of nature: a visualization of dendritic structures, evoking parallels with neural networks, tree branches, and respiratory bronchioles.

\n", "
\n", "```\n", "\n", " \n", "What I saw wasn’t just canine behavior. It was a myth playing out in real time. A story of borders and belonging. Of love’s power to rearrange fear. And of a small, muscular animal who understands what so many people forget: that affection isn’t cheap, that trust is earned, and that sometimes the fiercest guardians are also the truest mirrors.\n", "\n", " " ] } ], "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 }