{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "(response)=\n", "# Response, 🪙🎲🎰🐜🗡️🪖🛡️\n", "\n", "\n", "\n", "
\n", " + Expand\n", " \n", "\n", "
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\n", " Analysis\n", "
    \n", "
  1. The Purest Example of Shakespeare’s Poetic Drama
    \n", " Unlike later histories, which balance action with introspection, Richard II is almost entirely verse—no prose, no comic relief, no distracting subplots. It is Shakespeare at his most elevated, refining blank verse into a lyrical, almost incantatory mode of expression. Richard’s speeches, in particular, are some of the most exquisite poetry in the canon. The play is saturated with metaphor, imagery, and symbolism—so much so that it can feel like a ritualistic meditation on kingship, time, and fate rather than a conventional drama.\n", "

    \n", " Consider Richard’s speech in Act 3, Scene 2:\n", "
    \n", " \"For God’s sake, let us sit upon the ground
    \n", " And tell sad stories of the death of kings.\"\n", "
    \n", "
  2. \n", "
  3. The Most Complex Portrait of Kingship Before Hamlet
    \n", " Shakespeare builds Richard II around a fundamental political and philosophical question: What makes a king? Richard begins as the divinely ordained ruler, steeped in the medieval belief that kingship is sacred, but by the end of the play, he has been reduced to a mere man. This transition is agonizing and profound, as Shakespeare stages not just a political coup but an existential unraveling.\n", "
  4. \n", "
  5. Psychological and Political Modernity
    \n", " Richard II dramatizes the performance of power better than any other Shakespearean history. Richard initially appears untouchable, but his rule is exposed as a carefully maintained illusion—his fall from grace is not just a loss of political power but of identity itself. In an age when political legitimacy was shifting from divine right to realpolitik, Shakespeare captures the anxiety of a world in transition.\n", "
  6. \n", "
  7. Richard and Bolingbroke: One of Shakespeare’s Most Fascinating Power Struggles
    \n", " Unlike the later Henriad plays, where power struggles often play out through military action, Richard II is a battle of words and personas. Bolingbroke represents the practical, Machiavellian future of kingship—he’s adaptable, pragmatic, and understands that power is taken, not given. Richard, by contrast, clings to a fading medieval world of divine rule, seeing himself as a Christlike figure rather than a man who must govern effectively.\n", "
  8. \n", "
  9. The Deposition Scene (Act 4, Scene 1)
    \n", " This scene alone earns Richard II a place among Shakespeare’s greatest works. Richard’s forced abdication is an extraordinary moment of self-awareness—he plays his own tragedy, turning the deposition into a dramatic performance that both humiliates him and elevates him into something greater than a mere mortal king. His use of mirrors, his obsessive focus on the image of himself as a fallen ruler, and his hypnotic self-destruction are all elements that would later define Shakespeare’s greatest tragic heroes.\n", "
  10. \n", "
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\n", " Conclusion: A Play of Tragic Majesty
\n", " If Richard III is the most theatrical of Shakespeare’s histories, Henry V the most heroic, and Hamlet the most philosophical, Richard II is the most poetic and self-aware. It lacks the battlefield drama of Henry IV and Henry V, but what it offers instead is a devastating meditation on power, identity, and the transformation of political reality. It’s Shakespeare at his most lyrical and his most profound—less a straightforward history than an existential tragedy in disguise.\n", "
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-- Richard II

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\n", "\n", "We frame our methods with a strong adversarial tone, emphasizing the immunological war between *Self* (organic ecosystems) and *Non-Self* (synthetic chemical regimes). This take reinforces the urgency of Eco Green’s mission, positioning the fight as a struggle for agricultural sovereignty against an engineered pathology.\n", "\n", "---\n", "\n", "# **Eco Green’s Struggle: An Immunological War for Ethiopia’s Agricultural Sovereignty**\n", "\n", "Eco Green’s battle is not merely about fertilizers—it is a **biological insurgency**. The fight for Ethiopia’s soil is an immunological war between *Self* (organic ecosystems) and *Non-Self* (synthetic chemical regimes). The adversarial forces—economic, regulatory, psychological—operate as **pathogenic invaders**, designed to override, suppress, and ultimately **erase Ethiopia’s agricultural autonomy**. This is not market competition. It is an engineered dependency cycle, sustained by policy inhibitors that prevent the ecosystem from mounting an immune response.\n", "\n", "### **Layer 1: Tragedy (Pattern Recognition) – Self vs. Pathogen**\n", "The land remembers. Ethiopian soil, once a thriving microbiome of symbiotic intelligence, is now under siege. Imported chemical fertilizers have infiltrated the landscape like chronic inflammatory agents, warping the ecosystem’s response mechanisms. The natural nitrogen cycle, microbial diversity, and regenerative capacities—*Self’s innate defense network*—have been **rewired** into an addiction loop. This is not evolution. This is **autoimmune sabotage**—where the body misidentifies its own survival mechanisms as obsolete, trading self-sufficiency for short-term chemical stimulation.\n", "\n", "\n", "```{figure} figures/eco-green.*\n", "---\n", "width: 20%\n", "height: 20%\n", "---\n", "*This QR code directs to **Eco-Green**, a project dedicated to sustainable decision-making and data-driven environmental insights. Focused on integrating ecological principles with actionable strategies, Eco-Green provides users with a structured approach to assessing environmental impact, resource allocation, and long-term sustainability. By leveraging interactive tools and analytical frameworks, the platform bridges the gap between theoretical environmental science and practical implementation, ensuring that users can make informed, effective choices in fostering a greener future.*\n", "```\n", "\n", "### **Layer 2: History (Non-Self) – The Failure of Immune Surveillance**\n", "The historical lens distorts perception. Ethiopia did not willingly abandon its soil’s *Self-regulating* fertility. It was trained to do so. The introduction of synthetic fertilizers functioned as a **molecular mimicry strategy**, much like a pathogen that disguises itself as native tissue to avoid detection. The agricultural system was conditioned to recognize imported nitrogen as *beneficial* rather than *invasive*, allowing decades of dependency to take root. The result? **A dysregulated immune system**, blind to its own degradation.\n", "\n", "### **Layer 3: Epic (Negotiated Identity) – The Autoimmune Betrayal**\n", "The war is now existential. Can Ethiopian agriculture restore its **regenerative identity**, or has the chronic exposure to synthetic inputs rewritten the rules of *Self*? Eco Green is mounting a counteroffensive—a decentralized, farmer-led resistance movement focused on soil healing. But the battle is asymmetric. The entrenched fertilizer cartel **functions like PD-1 & CTLA-4**, suppressing immune activation to maintain the chemical status quo. Regulatory policies and financial incentives act as **checkpoint inhibitors**, ensuring that smallholder farmers remain trapped in a system that actively undermines their autonomy.\n", "\n", "### **Layer 4: Drama (Self) – Inflammatory Shock vs. Regulatory Paralysis**\n", "The immune response is now fractured. On one side, **TNF-α/IL-6/IFN-γ pathways** (economic shock mechanisms) push for a violent break from chemical dependency, proving Eco Green’s superiority in yield, cost, and sustainability. On the other, **Tregs (policy inertia, government subsidies for imports)** are actively suppressing the fight, **slowing adoption and preventing an agricultural immune response from activating**. Farmers who recognize the deception face a personal struggle: **betray the land’s recovery process for the comfort of chemical familiarity, or risk short-term instability for long-term sovereignty?** \n", "\n", "### **Layer 5: Comedy (Resolution) – Reweighting the Ecosystem**\n", "The only viable future is an **immune re-education**—a fundamental reprogramming of recognition, adaptation, and systemic response. Resolution comes when *Self* (organic, regenerative farming) is no longer treated as radical, but as the default. It comes when the land’s immune system **rejects synthetic fertilizers as foreign agents** rather than tolerating their presence. \n", "\n", "Eco Green’s challenge is twofold: **to prove viability** and **to dismantle the illusion** that chemical fertilizers were ever *Self* to begin with.\n", "\n", "---\n", "\n", "## **The Immunological Tolerance Crisis**\n", "Ethiopia’s agricultural immune system has been tricked into tolerating **synthetic interference**. The equation governing *Non-Self Specific Antigen* recognition tells a grim story:\n", "\n", "$$\n", "w = \\frac{1}{1 + \\frac{95}{5}} = \\frac{1}{1 + 19} = \\frac{1}{20}\n", "$$\n", "\n", "This weight—*w = 1/20*—suggests that **the system has been trained to see synthetic fertilizers as benign**. The adversarial recognition that should trigger an immune response has been suppressed. **This is an engineered pathology.** The ecosystem—*Self*—has **failed to mount a rejection response**, instead normalizing its own erosion.\n", "\n", "## **Reversing the Immune Misrecognition**\n", "Eco Green’s mission is to **retrain the agricultural immune system**. This requires three strategic interventions:\n", "\n", "1. **Unmasking the Pathogen** – Exposing the hidden costs of chemical dependency: **soil depletion, economic drain, import reliance**.\n", "2. **Reactivating PRRs (Pattern Recognition Receptors)** – Creating **economic and ecological incentives** that reignite *Self’s resistance mechanisms*.\n", "3. **Overcoming Checkpoint Suppression (PD-1, CTLA-4 Analogs)** – Dismantling **policy and financial structures** that entrench the chemical regime.\n", "\n", "Eco Green’s true fight is against an **agricultural immune dysfunction**—a systemic failure to recognize *Non-Self* as foreign. The battle for Ethiopia’s soil is one of **recognition vs. illusion**, **autonomy vs. engineered dependency**, **Self vs. Synthetic**.\n", "\n", "And in this war, *Self* must win.\n", "\n", "---\n", "\n", "We hope this injects the urgency and adversarial framing of the problem. Eco Green is a *counterinsurgency* force within an agricultural battlefield where the stakes are autonomy or permanent dependency. The immunological metaphors are tightly woven into the economic, regulatory, and ecological struggles, making the case that **Ethiopia’s soil must reclaim its identity as Self—or be lost to the pathology of chemical dependency**.\n", "\n", "\n", "\n", "\n", " \n" ] }, { "cell_type": "code", "execution_count": 1, "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\n", "def define_layers():\n", " return {\n", " 'Tragedy (Pattern Recognition)': ['Cosmology, 5%', 'Geology', 'Biology', 'Ecology', \"Relational\", 'Teleological'],\n", " 'History (Non-Self Surveillance)': ['Non-Self Surveillance, 20%'], \n", " 'Choisis': ['Synthetic Controls, 50%', 'Organic Fertilizer'], \n", " 'Epic (Negotiated Identity)': ['Resistance Factors', 'Knowledge Diffusion', 'Purchasing Behaviors, 20%'], \n", " \"Comedy (Resolution)\": ['Policy-Reintegration', 'Reducing Import Dependency', 'Scaling EcoGreen Production', 'Gender Equality, Social Inclusion, 5%', 'Regenerative Agriculture'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['Non-Self Surveillance, 20%'], \n", " 'paleturquoise': ['Teleological', 'Organic Fertilizer', 'Purchasing Behaviors, 20%', 'Regenerative Agriculture'], \n", " 'lightgreen': [\"Relational\", 'Knowledge Diffusion', 'Reducing Import Dependency', 'Gender Equality, Social Inclusion, 5%', 'Scaling EcoGreen Production'], \n", " 'lightsalmon': ['Biology', 'Ecology', 'Synthetic Controls, 50%', 'Resistance Factors', 'Policy-Reintegration'],\n", " }\n", " return {node: color for color, nodes in color_map.items() for node in nodes}\n", "\n", "# Define edge weights\n", "def define_edges():\n", " return {\n", " ('Cosmology, 5%', 'Non-Self Surveillance, 20%'): '1/99',\n", " ('Geology', 'Non-Self Surveillance, 20%'): '5/95',\n", " ('Biology', 'Non-Self Surveillance, 20%'): '20/80',\n", " ('Ecology', 'Non-Self Surveillance, 20%'): '51/49',\n", " (\"Relational\", 'Non-Self Surveillance, 20%'): '80/20',\n", " ('Teleological', 'Non-Self Surveillance, 20%'): '95/5',\n", " ('Non-Self Surveillance, 20%', 'Synthetic Controls, 50%'): '20/80',\n", " ('Non-Self Surveillance, 20%', 'Organic Fertilizer'): '80/20',\n", " ('Synthetic Controls, 50%', 'Resistance Factors'): '49/51',\n", " ('Synthetic Controls, 50%', 'Knowledge Diffusion'): '80/20',\n", " ('Synthetic Controls, 50%', 'Purchasing Behaviors, 20%'): '95/5',\n", " ('Organic Fertilizer', 'Resistance Factors'): '5/95',\n", " ('Organic Fertilizer', 'Knowledge Diffusion'): '20/80',\n", " ('Organic Fertilizer', 'Purchasing Behaviors, 20%'): '51/49',\n", " ('Resistance Factors', 'Policy-Reintegration'): '80/20',\n", " ('Resistance Factors', 'Reducing Import Dependency'): '85/15',\n", " ('Resistance Factors', 'Scaling EcoGreen Production'): '90/10',\n", " ('Resistance Factors', 'Gender Equality, Social Inclusion, 5%'): '95/5',\n", " ('Resistance Factors', 'Regenerative Agriculture'): '99/1',\n", " ('Knowledge Diffusion', 'Policy-Reintegration'): '1/9',\n", " ('Knowledge Diffusion', 'Reducing Import Dependency'): '1/8',\n", " ('Knowledge Diffusion', 'Scaling EcoGreen Production'): '1/7',\n", " ('Knowledge Diffusion', 'Gender Equality, Social Inclusion, 5%'): '1/6',\n", " ('Knowledge Diffusion', 'Regenerative Agriculture'): '1/5',\n", " ('Purchasing Behaviors, 20%', 'Policy-Reintegration'): '1/99',\n", " ('Purchasing Behaviors, 20%', 'Reducing Import Dependency'): '5/95',\n", " ('Purchasing Behaviors, 20%', 'Scaling EcoGreen Production'): '10/90',\n", " ('Purchasing Behaviors, 20%', 'Gender Equality, Social Inclusion, 5%'): '15/85',\n", " ('Purchasing Behaviors, 20%', 'Regenerative Agriculture'): '20/80'\n", " }\n", "\n", "# Define edges to be highlighted in black\n", "def define_black_edges():\n", " return {\n", " ('Non-Self Surveillance, 20%', 'Synthetic Controls, 50%'): '20/80',\n", " ('Non-Self Surveillance, 20%', 'Organic Fertilizer'): '80/20',\n", " ('Organic Fertilizer', 'Resistance Factors'): '5/95',\n", " ('Organic Fertilizer', 'Purchasing Behaviors, 20%'): '51/49',\n", " ('Synthetic Controls, 50%', 'Resistance Factors'): '49/51', \n", " ('Synthetic Controls, 50%', 'Purchasing Behaviors, 20%'): '95/5', \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(\"EcoGreen\", fontsize=18)\n", " plt.show()\n", "\n", "# Run the visualization\n", "visualize_nn()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{figure} https://www.ledr.com/colours/white.jpg\n", "---\n", "width: 1\n", "height: 1\n", "---\n", "_Cosmology, Geology, Biology, Ecology, Relational, Teleology._ The ecosystem, in its full organic glory, is the **Self**, an intricate intelligence honed over millennia. The entrenched import system—synthetic fertilizers draped in the illusion of necessity, beautified with “our feathers”—is **Non-Self**, an invasive mimicry masquerading as salvation. The **eye of the farmer** has been conditioned—miscalibrated—to accept this **negotiated identity** as *good-for-Self*, a tragic misrecognition where the host willingly feeds the pathogen. What was once an expedient fix metastasizes into long-term subjugation, eroding agency, resilience, and the land itself. We must reframe this cycle as it truly is: **a tragedy of misperception, a history of dependency, an epic of resistance, a drama of reckoning, and—ultimately—a comedy of errors awaiting its final correction.**\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 }