{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "(response)=\n", "# CosmoGoelogy, 🪙🎲🎰🐜🗡️🪖🛡️\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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-- A. Michael Lincoff, M.D., et al

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\n", "\n", "**Islamic Finance and the Trust Networks of Baganda Muslims in Uganda**\n", "\n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

Semaglutide, a glucagon-like peptide-1 receptor agonist, has been shown to reduce the risk of adverse cardiovascular events in patients with diabetes. Whether semaglutide can reduce cardiovascular risk associated with overweight and obesity in the absence of diabetes is unknown.

\n", "
\n", "\n", "```\n", "\n", "Islamic finance operates under a unique paradigm that eschews the conventional interest-based financial system, which is foundational to Adam Smith’s classical economics and Karl Marx’s critique of capitalism. At its core, Islamic finance prohibits riba (interest), speculative transactions (gharar), and investments in industries deemed haram (forbidden). Instead, it relies on profit-and-loss sharing models such as mudaraba (trust financing), musharaka (equity partnerships), and murabaha (cost-plus financing). This system challenges the dominant Western financial ideology by embedding moral and ethical considerations directly into economic transactions.\n", "\n", "Yet, one might ask: How can a financial system devoid of interest operate successfully? The answer lies in the intricate trust-based networks that form the bedrock of Islamic commercial activity. These networks substitute legalistic, debt-driven relationships with personal and communal trust, ensuring that transactions are upheld through reputation rather than coercive legal instruments. This is particularly evident in the commercial success of Baganda Muslims in Uganda.\n", "\n", "Uganda’s Baganda Muslim community, despite being a minority, has cultivated a remarkably resilient and prosperous commercial class. Historically, the Baganda Muslims were among the first to embrace trade, benefiting from their connections to both Arab and Swahili merchants along the East African coast. Their commercial ascendance, particularly in urban markets, has been facilitated by a sophisticated network of intra-community financing, trust-based credit, and cooperative business ventures. This form of commerce mirrors certain aspects of Middle Eastern and broader Islamic banking systems, where financial relationships are deeply embedded in religious, familial, and communal structures.\n", "\n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

With 40 beer taps, Fells Point is centrally located half a block from the water on the south side of the square. We offer outdoor seating with views of the water. Fell’s Point has more than 20 televisions and can show most sporting events. Fells Point pledges allegiance to local sports teams, specifically the Capitals, Ravens, and Orioles. Additionally, Fells Point is the home for West Ham Soccer and Browns football. (upstairs)

\n", "
\n", "\n", "```\n", "\n", "One plausible explanation for the Baganda Muslims' economic success is their reliance on informal yet robust financial networks that mitigate risk and distribute capital efficiently without relying on interest. Through mechanisms akin to hawala—a traditional, trust-based money transfer system—they enable capital mobility with minimal bureaucratic overhead. These networks are often reinforced by religious institutions and social customs, which ensure compliance and accountability in ways that conventional legal systems struggle to replicate.\n", "\n", "This financial model bears striking similarities to Middle Eastern Islamic banking, which also thrives on trust and mutual profit-sharing rather than collateral-backed, interest-based lending. In countries such as Saudi Arabia, the UAE, and Malaysia, Islamic banks employ instruments like sukuk (Islamic bonds) to mobilize capital while adhering to Shariah principles. The economic behavior of Baganda Muslim traders, in their emphasis on community-oriented finance, suggests a localized adaptation of these broader Islamic financial principles.\n", "\n", "Thus, the Baganda Muslim commercial class represents a fascinating case study of how Islamic financial ethics, when woven into a tightly knit social fabric, can produce sustainable and prosperous economic outcomes without relying on Western financial orthodoxy. This suggests that alternative models of finance, rooted in trust rather than mere legal contracts, can be remarkably effective in generating wealth and stability. The case of Baganda Muslims challenges the assumption that interest-free economies are inherently unworkable, offering instead a compelling blueprint for rethinking finance through the lens of ethical and communal responsibility.\n", "\n", "```{raw} html\n", "\n", "\n", "\n", "
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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 (Non-Self Surveillance)': ['Non-Self Surveillance'], \n", " 'Epic (Negotiated Identity)': ['Synthetic Teleology', 'Organic Fertilizer'], \n", " 'Drama (Self vs. Non-Self)': ['Resistance Factors', 'Purchasing Behaviors', 'Knowledge Diffusion'], \n", " \"Comedy (Resolution)\": ['Policy-Reintegration', 'Reducing Import Dependency', 'Scaling EcoGreen Production', 'Gender Equality & Social Inclusion', 'Regenerative Agriculture'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['Non-Self Surveillance'], \n", " 'paleturquoise': ['Teleology', 'Organic Fertilizer', 'Knowledge Diffusion', 'Regenerative Agriculture'], \n", " 'lightgreen': [\"Symbiotology\", 'Purchasing Behaviors', 'Reducing Import Dependency', 'Gender Equality & Social Inclusion', 'Scaling EcoGreen Production'], \n", " 'lightsalmon': ['Biology', 'Ecology', 'Synthetic Teleology', 'Resistance Factors', 'Policy-Reintegration'],\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', 'Non-Self Surveillance'),\n", " ('Geology', 'Non-Self Surveillance'),\n", " ('Biology', 'Non-Self Surveillance'),\n", " ('Ecology', 'Non-Self Surveillance'),\n", " (\"Symbiotology\", 'Non-Self Surveillance'),\n", " ('Teleology', 'Non-Self Surveillance'),\n", " ('Non-Self Surveillance', 'Synthetic Teleology'),\n", " ('Non-Self Surveillance', 'Organic Fertilizer'),\n", " ('Synthetic Teleology', 'Resistance Factors'),\n", " ('Synthetic Teleology', 'Purchasing Behaviors'),\n", " ('Synthetic Teleology', 'Knowledge Diffusion'),\n", " ('Organic Fertilizer', 'Resistance Factors'),\n", " ('Organic Fertilizer', 'Purchasing Behaviors'),\n", " ('Organic Fertilizer', 'Knowledge Diffusion'),\n", " ('Resistance Factors', 'Policy-Reintegration'),\n", " ('Resistance Factors', 'Reducing Import Dependency'),\n", " ('Resistance Factors', 'Scaling EcoGreen Production'),\n", " ('Resistance Factors', 'Gender Equality & Social Inclusion'),\n", " ('Resistance Factors', 'Regenerative Agriculture'),\n", " ('Purchasing Behaviors', 'Policy-Reintegration'),\n", " ('Purchasing Behaviors', 'Reducing Import Dependency'),\n", " ('Purchasing Behaviors', 'Scaling EcoGreen Production'),\n", " ('Purchasing Behaviors', 'Gender Equality & Social Inclusion'),\n", " ('Purchasing Behaviors', 'Regenerative Agriculture'),\n", " ('Knowledge Diffusion', 'Policy-Reintegration'),\n", " ('Knowledge Diffusion', 'Reducing Import Dependency'),\n", " ('Knowledge Diffusion', 'Scaling EcoGreen Production'),\n", " ('Knowledge Diffusion', 'Gender Equality & Social Inclusion'),\n", " ('Knowledge Diffusion', 'Regenerative Agriculture')\n", " ]\n", "\n", "# Define black edges (1 → 7 → 9 → 11 → [13-17])\n", "black_edges = [\n", " (4, 7), (7, 9), (9, 11), (11, 13), (11, 14), (11, 15), (11, 16), (11, 17)\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[3], numbered_nodes[6]), # 4 -> 7\n", " (numbered_nodes[6], numbered_nodes[8]), # 7 -> 9\n", " (numbered_nodes[8], numbered_nodes[10]), # 9 -> 11\n", " (numbered_nodes[10], numbered_nodes[12]), # 11 -> 13\n", " (numbered_nodes[10], numbered_nodes[13]), # 11 -> 14\n", " (numbered_nodes[10], numbered_nodes[14]), # 11 -> 15\n", " (numbered_nodes[10], numbered_nodes[15]), # 11 -> 16\n", " (numbered_nodes[10], numbered_nodes[16]) # 11 -> 17\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", " \n", " plt.title(\"Polonius Variant\", fontsize=18)\n", "\n", " # ✅ Save the actual image *after* drawing it\n", " plt.savefig(\"figures/cgbest.jpeg\", dpi=300, bbox_inches='tight')\n", " # plt.show()\n", "\n", "\n", "# Run the visualization\n", "visualize_nn()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
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\n", "\n", "```{figure} https://www.ledr.com/colours/white.jpg\n", "---\n", "width: 1\n", "height: 1\n", "name: figures/cgbest\n", "---\n", "_[CG-BEST](https://www.nejm.org/doi/full/10.1056/NEJMoa2307563): Cosmology, Geology, Biology, Ecology, [Symbiotology](https://en.wikipedia.org/wiki/Symbiosis), 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. Source: [NEJM](https://www.nejm.org/doi/full/10.1056/NEJMoa2307563)\n", "```\n", "\n", "
\n", "
\n", "\n", "**Interrogating Islamic Finance and the Trust Networks of Baganda Muslims in Uganda** \n", "*Through the Lens of 🌊🚢🏴‍☠️🛟🏝️*\n", "\n", "Islamic finance, often caricatured in the West as an archaic deviation from capitalist progress, in truth offers a searing critique of the assumptions that undergird modern financial systems. Riba—interest—exposes a core tension between the ethics of profit and the mechanisms of coercion. In our five-layer framework, interest-based capitalism belongs to the illusion of the Ship—sailing under flags of “growth” and “creditworthiness”—yet its sails are stitched with entropy. The Islamic financial system, in contrast, returns to the 🌊 Sea, the abyss of original intention, where exchange must be just, where time itself cannot be commodified. In this way, the prohibition of riba is not a limitation—it is a theological rebellion against the Faustian bargain that defines modern debt economies.\n", "\n", "In the Ugandan context, the Baganda Muslim community emerges not as a peripheral node but as a mythic Tinker 🪛—hacking and remixing Islamic finance into a uniquely East African code. Far from the oil-rich enclaves of the Gulf, these traders operate amid colonial residue, plural legal systems, and ethnic frictions. Yet they have forged a resilient commercial class, not through the mechanics of leverage or compound interest, but through deep trust networks reinforced by religious ethic and cultural cohesion. If Credit Suisse was a cathedral to speculation (gharar) and illusion, the Baganda model is a mosque built on mud and honor—unmediated by derivatives, sustained by memory and accountability. It is a ship that sails, astonishingly, with no hidden compartments.\n", "\n", "The strength of the Baganda Muslim system lies in its substitution of bureaucratic armor for human skin. Like the hawala system across the Indian Ocean trade routes, these financial arrangements rely on one's good name more than one's assets. The 'credit score' here is not calculated by algorithms but inherited through family, affirmed at the mosque, whispered about in the market. This is Mudaraba embodied—not as a theoretical financial instrument, but as a living rhythm of economic life. When money is entrusted, not lent; when risk is shared, not sold; when failure is absorbed communally rather than punished juridically—we are witnessing a form of commerce that moves by moral tides, not interest rates.\n", "\n", "Even the Western mimicries of Islamic finance—like sukuk bonds—retain this spirit of harmonized brotherhood. While Western capital markets decorate their decks with ESG stickers and \"green bonds,\" the deeper critique is often left untouched: who owns time, and who extracts its future? In Islamic finance, profit must be earned, not guaranteed; uncertainty is acknowledged, not securitized. This is not naive idealism but a strategic realism—an understanding that speculative economies breed social decay and ontological confusion. By placing ethics at the center of finance, the Baganda Muslims flip the epistemic pyramid: illusion is not the leaf but the root of the Western system. They prune it.\n", "\n", "Yet, to romanticize the Baganda system without acknowledging its constraints would also be dishonest. The same tight-knit networks that provide economic resilience can also engender exclusivity, nepotism, and a resistance to innovation. These are the scissors ✂️ of the model—cutting out corruption but also, potentially, new entrants. The path to scale may require some compromise, or at least a new theology of openness. But perhaps that is precisely the point: this model is not built to scale in the capitalist sense. It is built to endure. It does not float on fiat liquidity but on shared memory, inherited trust, and local anchoring. In this sense, it is not a yacht but a life-raft 🛟—simple, seaworthy, sacred.\n", "\n", "This life-raft approach also invites reflection on current global enthusiasms: semaglutide, eco-green QR codes, and the health-optimization industrial complex. These are Islands 🏝️ promising control, longevity, salvation—another set of illusions dressed in lab coats and data dashboards. But they are not rooted in the same ethic. They commodify the body while the Baganda ethic sanctifies it. They build infrastructure for the privileged, while the Baganda networks operate in spaces where state infrastructure fails. It is a difference between code and covenant, between surveillance and honor, between prediction and trust.\n", "\n", "
\n", " Truth (Riba)
\n", " Speculate (Gharar)
\n", " Unnegotiable (Haram) vs. Negotiable (Credit Swisse)
\n", " Nonself (Murabaha), Negotiable (Musharaka), Self (Mudaraba)
\n", " Harmonious Brotherhood (Sukuk)
\n", " — WSJ\n", "
\n", "\n", "The Fells Point paragraph, incongruous and commercial, is a Ship shouting its loyalties—twenty televisions, forty beer taps, and a smattering of sports nationalism. It reads like the epitaph of the American middle class, clinging to teams while the economic floor collapses. Compare that with the Baganda model: no screens, but a thousand eyes watching your debt behavior. No declared loyalties, but lifelong kinship obligations. No QR codes, but a reputation that survives your death. It is a different ontology altogether. One plays with simulation; the other with consequence.\n", "\n", "Under our symbolic framework, then, Baganda Islamic finance is not merely a cultural relic—it is a form of epistemic resistance. It reasserts a pre-colonial economic logic that survived the missionary classroom and the IMF spreadsheet. It is Pirate 🏴‍☠️ in the highest sense—not looting the Ship but refusing to board it. It is Tinker 🪛 as theologian, engineering a system that doesn’t need to be optimized because it already accounts for death, judgment, and interdependence. In a world where even religion has been financialized, the Baganda system offers a glimmer of theological sobriety.\n", "\n", "What remains is the question of the Island 🏝️: is this model a destination, a sustainable alternative, or just a beautiful mirage amid the capitalist sea? Can the Baganda trust-networks be mapped onto app-based platforms, gamified for a global south, or are they irreducibly local—tied to language, memory, gossip, and burial rites? Perhaps the most ethical thing would be not to scale them, but to protect them. Like coral reefs, they are vulnerable to the oil spill of progress.\n", "\n", "Ultimately, Islamic finance in Uganda, as embodied by the Baganda Muslim community, is less a technical system than a worldview. It sees money not as a neutral tool but as a moral vector. It sees credit as a form of covenant. It sees speculation as sin. And in a global economy increasingly addicted to illusion, that may be the most revolutionary theology of all.\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": "3.11.11" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }