{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "(response)=\n", "# Response, 🪙🎲🎰🐜🗡️🪖🛡️\n", "\n", "\n", "\n", "
\n", " + Expand\n", " \n", "\n", "
\n", "
\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", "
\n", "
\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", "
\n", "

-- A. Michael Lincoff, M.D., et al

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

\n", "

\n", "\n", "The human body and mind, like all complex systems, function through layered interactions, where emergent behaviors arise from structured yet fluid relationships. The intricate mapping of neuroanatomy onto immunology—and both onto the literary frameworks of Shakespeare—forms a grand synthesis of human function, cognition, and culture. These interwoven domains suggest that understanding one—whether through biological mechanisms, neural computation, or dramatic narrative—enriches our grasp of the others. This investigation will explore these relationships, emphasizing the interplay between structure and emergence, stability and adaptability, and the recursive loops of memory, learning, and identity.[^1]\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", "At the core of this model lies a five-layered architecture, in which the immune system finds its reflection in neuroanatomy and Shakespearean drama. This framework is now extended through a neural network paradigm that structures human cognitive processing into five distinct modes: Tragedy, History, Epic, Drama, and Comedy. These categories define how input, recognition, decision-making, conflict, and resolution are negotiated across different domains. The network explicitly encodes teleology, purchasing behaviors, and ecological factors as elements of human cognition, paralleling the biological necessity of balancing immediate survival with long-term sustainability.\n", "\n", "Tragedy (Pattern Recognition) 🪙🎲🎰🐜🗡️🪖🛡️. The first layer corresponds to pericentral responses in neuroanatomy and the most primal immune reflexes. It encompasses Cosmology, Geology, Biology, Ecology, Symbiotology, and Teleology, representing the fundamental forces shaping life and decision-making—from cosmic determinism to ecological interactions. In Shakespeare, characters like Hamlet and King Lear operate within this tragic framework, where the recognition of fate or the limits of agency leads to catastrophic consequences. This mirrors the role of innate immune receptors that react reflexively to perceived threats, often without room for second-order reflection.\n", "\n", "
\n", " The instability of the homogenous \n", "
— Tocqueville\n", "
\n", "\n", "History (Non-Self Surveillance) 🎭. This layer represents early pattern recognition, akin to the dorsal network in neuroscience and the immune system’s ability to track non-self entities. It consolidates into a singular node: Non-Self Surveillance, reinforcing the concept of external monitoring and historical adaptation. In Shakespeare, this aligns with Prospero in *The Tempest*, a character who functions as an overseer of history and power, orchestrating events rather than merely reacting to them.\n", "\n", "Epic (Negotiated Identity) 🌊🏄🏾. At the intersection of cognition and adaptation lies the Epic layer, comprising Synthetic Teleology and Organic Fertilizer—two opposing yet interdependent forces. This level encapsulates strategic decision-making, wherein new models of reality are actively constructed rather than merely perceived. The synthetic-organic distinction suggests that teleology—the drive toward purpose—can be either artificially constructed (as in grand narratives of empire and conquest) or emerge organically (as in the development of culture and agricultural sustainability). In Shakespeare, this manifests in historical epics where rulers like Henry V negotiate identity on the battlefield and within political systems, much like how the immune system selects adaptive responses to balance aggression and tolerance.\n", "\n", "Drama (Self, Non-Self, Other) 🤺💵🦘. This layer introduces the tension between individual agency and external forces. Nodes such as Resistance Factors, Purchasing Behaviors, and Knowledge Diffusion highlight the transactional nature of power, commerce, and information. This aligns with the medial neuroanatomical network, which balances self-regulation with societal constraints. Shakespearean works like *Measure for Measure* and *The Merchant of Venice* exemplify this struggle, where justice, commerce, and ethics collide. Similarly, in immunology, the regulation of self and non-self ensures homeostasis, preventing both excessive immune reactions and dangerous passivity.\n", "\n", "Comedy (Resolution) 🏇🧘🏾‍♀️🪺🎶🛌. The highest conceptual layer corresponds to the midcingulo-insular network, responsible for salience detection and homeostatic maintenance. This layer includes Policy Reintegration, Reducing Import Dependency, Scaling EcoGreen Production, Gender Equality & Social Inclusion, and Regenerative Agriculture—factors that transcend individual cognition to shape societal and ecological outcomes. In Shakespeare, the comedies—*Much Ado About Nothing, Twelfth Night, and A Midsummer Night’s Dream*—exemplify this resolution, where misrecognition and conflict dissolve into unity. Biologically, this mirrors the immune system’s ability to resolve inflammation and restore balance after disturbance. [^2]\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", "This revised framework, integrating neural computation, ecological sustainability, and Shakespearean drama, deepens our understanding of the interconnected systems governing cognition, immunity, and storytelling. The recursive nature of these systems ensures that no node operates in isolation; instead, each participates in a dynamic network where equilibrium is continuously renegotiated. Shakespeare, then, serves as both a dramatist and a cognitive modeler, encoding in his works the very principles that govern life at every level of complexity.\n", "\n", "Symbiosis: The Underlying Principle. At its core, this model mirrors the concept of symbiosis—the ancient Greek *συμβίωσις* (*symbíōsis*: living together, companionship). Symbiosis describes long-term biological interactions between two organisms of different species, categorized as mutualistic, commensalistic, or parasitic. While commonly associated with biology, this principle extends far beyond the natural world, influencing fields as diverse as neuroimmune interactions, literary evolution, and ecological balance. \n", "\n", "Defined by Heinrich Anton de Bary in 1879 as \"the living together of unlike organisms,\" symbiosis manifests across multiple domains. It can be **obligatory**, where one or both organisms depend on each other for survival, or **facultative**, where both can survive independently but benefit from interaction. This distinction highlights the varying degrees of interdependence that define different symbiotic relationships, from deeply integrated partnerships to more transient forms of cooperation. \n", "\n", "Symbiosis is also structured by physical attachment. In **ectosymbiosis**, one organism lives on the surface of another, as seen in the case of head lice on humans. In **endosymbiosis**, one partner resides within the tissues of another, exemplified by *Symbiodinium* living inside coral. These physical configurations illustrate the structural diversity of symbiotic relationships and how they enable specialized adaptations. \n", "\n", "
\n", " We few, we happy few generalists, may at last sigh: everything can now be digested \n", "
— Yours Truly\n", "
\n", "\n", "Beyond its biological foundations, symbiosis is a powerful framework for understanding economic systems, cultural narratives, and computational models of intelligence. The reciprocal adaptation and interdependence of systems across seemingly disparate domains—whether in the interplay between the immune and nervous systems, the dynamics of dramatic storytelling, or the balance of ecological networks—reveal a deeper unity in the mechanisms governing complexity. Symbiosis, in all its forms, offers a lens through which cognition, cooperation, and survival can be reinterpreted as emergent properties of interwoven systems.\n", " \n", "\n", "[^1]: [Abbey Burger](https://www.abbeyburger.com/copy-of-federal-hill-1), Fells Point. Baltimore, MD\n", "[^2]: [What GLP-1 Agonists Hack](https://www.abbeyburger.com/copy-of-federal-hill-1), Yours Truly. Centreville, VA\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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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", " plt.title(\"Symbiotology\", 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", "_[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", " " ] } ], "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 }