{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "(response)=\n", "# Response, šŸŖ™šŸŽ²šŸŽ°šŸœšŸ—”ļøšŸŖ–šŸ›”ļø\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", "
\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", "

-- Richard II

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\n", "\n", "\n", "America's presidential elections function as a periodic reckoning with national identity, a ritualized form of introspection where the country decides, often by razor-thin margins, what it values, what it fears, and who it believes it is. The electoral map, shifting but never radically transforming, mirrors a brain in deep contemplation, its networks firing, debating, renegotiating the boundaries of its self-conception. Each election represents an attempt to establish coherence between competing narratives, and in 2024, with Donald Trump’s return to the presidency, the salience of certain ideas—who is included, who is excluded, what constitutes legitimacy—has been rewritten in the most dramatic and disorienting fashion.\n", "\n", "```{figure} figures/shruti.*\n", "---\n", "width: 20%\n", "height: 20%\n", "---\n", "_Digital Library_. Our color-coded QR code library, with a franchise model for the digital twin, launches next month—exploring struggle, exchange, and consolidation as rhythms of existence.\n", "```\n", "\n", "The pericentral system, in both neuroscience and in political dynamics, serves as the first reflexive response to stimuli. In an election, this manifests as raw, immediate reactions—rage, celebration, disbelief. It is the knee-jerk moment when a nation perceives an outcome as either a triumph or a catastrophe, depending on its priors. Trump's return to power in 2024, following a contested and deeply polarized election, is the ultimate pericentral event. The immune response of the nation flares up: courts, protests, markets, and international observers all react within milliseconds of the result, each interpreting the event through their preconditioned receptors. The United States, already hypersensitized to Trump’s presence on the political stage, mounts an automatic reaction, a reflexive spasming, as if trying to expel or embrace a foreign body.\n", "\n", "But the deeper cognition, the work of integrating this reality into a coherent self-narrative, occurs within the default mode and frontoparietal networks. The **Dorsal Frontoparietal Network (D-FPN)**, responsible for goal-directed cognition, struggles to rationalize the outcome within a strategic frame. What does this return mean for governance, for policy, for America's standing in the world? For some, Trump's return signifies a restoration of sovereignty, an assertion of control over borders, institutions, and cultural identity. For others, it represents democratic decay, an unraveling of norms, a test of whether the republic can survive its own contradictions. The D-FPN, tasked with handling structured decision-making, must reconfigure: is this a correction or a mutation? A restoration or an aberration?\n", "\n", "```{admonition} The Dude's Rug; ***LLM***\n", ":class: important\n", "1. Pericentral. Nihilsm, Deconstruction, Perspective, Attention, Reconstruction, Integration; ***Grammar***\n", "2. Dorsal. Executive Orders; ***Text*** šŸ‘‚šŸ¾ \n", "3. Lateral. Dynamic vs. Static; ***Agent***\n", "4. Medial. Woke, Testosterone, Binary; ***Verbs***\n", "5. Cingulo-Insular. Cacophony, Outside, Emotion, Inside, Symphony ***Object***\n", "```\n", "\n", "Meanwhile, the **Lateral Frontoparietal Network (L-FPN)**, associated with flexible problem-solving and adaptation, is engaged in recalibrating expectations. The frameworks built between 2020 and 2024 assumed, for many, a post-Trump reality—one in which American politics would return to a recognizable rhythm. The courts had held, democracy had seemingly absorbed the shocks, institutions had continued their procedural inertia. But with Trump’s return, the L-FPN is forced to engage in real-time adjustments. The system reprocesses: How much of the past four years is still relevant? How do alliances shift? What new threats emerge? The nation, like a brain trying to adapt to an unexpected sensory distortion, must decide whether to persist in its prior trajectory or rewire entirely.\n", "\n", "At the deepest level, the **Medial Frontoparietal Network (M-FPN)** takes on the most difficult task: negotiating identity. Every election forces America into a dialectical struggle between continuity and rupture, between myth and reality, between the ideal and the actual. In Trump’s return, there is no mere policy shift—it is a fundamental reexamination of what the nation is. Are elections definitive? Are institutions adaptive or corruptible? Is America a democracy in the classical sense, or has it evolved into something else—something more transactional, more performative, more erratic? The M-FPN, where self-concept is negotiated, is thrown into turmoil. The struggle is not merely political but existential: what does it mean to be American in 2025? The very idea of national identity is on the table, and the answers are neither uniform nor stable.\n", "\n", "```{figure} https://assets.bigcartel.com/product_images/197436116/dudes+rug+web.jpg\n", "---\n", "width: 70%\n", "height: 70%\n", "---\n", "_Salience: Cingulo-Insular Network_. What tied the room together, dude?\n", "```\n", "\n", "\n", "And then, in the background, orchestrating which elements rise to prominence and which fade, is the **Cingulo-Insular Network**, the salience network. It determines what matters. In the wake of Trump's return, it is no longer just about policies or judicial appointments, about tax codes or foreign policy. The conversation has shifted to first principles: legitimacy, power, order, and chaos. What seemed settled—how elections work, how transitions occur, what constitutes authority—is suddenly raw and unresolved. The Cingulo-Insular Network highlights the emergent themes of the era: America is no longer negotiating tax policy but the fundamental nature of its institutions. The network shifts, reweighting what is urgent, what is worth fighting for, and what can be ignored.\n", "\n", "America, at this moment, is not merely debating a president—it is debating itself. Each election has been a form of controlled introspection, a balancing act that, despite deep divisions, ultimately led to continuity. But with 2024’s outcome, the old frameworks are insufficient. The salience network has changed its filters, the medial frontoparietal structures are rewriting self-concept, and the dorsal and lateral systems are scrambling to rationalize and adapt. This is not just another election cycle; it is a neurological event on a national scale. The America of 2025 is a nation caught in the act of self-recognition, unsure whether the face it sees in the mirror is its true self or a distorted image flickering across a broken circuit.\n", "\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", " 'Suis': ['DNA, RNA, 5%', 'Peptidoglycans, Lipoteichoics', 'Lipopolysaccharide', 'N-Formylmethionine', \"Glucans, Chitin\", 'Specific Antigens'],\n", " 'Voir': ['PRR & ILCs, 20%'], \n", " 'Choisis': ['CD8+, 50%', 'CD4+'], \n", " 'Deviens': ['TNF-α, IL-6, IFN-γ', 'PD-1 & CTLA-4', 'Tregs, IL-10, TGF-β, 20%'], \n", " \"M'ĆØlĆ©ve\": ['Complement System', 'Platelet System', 'Granulocyte System', 'Innate Lymphoid Cells, 5%', 'Adaptive Lymphoid Cells'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['PRR & ILCs, 20%'], \n", " 'paleturquoise': ['Specific Antigens', 'CD4+', 'Tregs, IL-10, TGF-β, 20%', 'Adaptive Lymphoid Cells'], \n", " 'lightgreen': [\"Glucans, Chitin\", 'PD-1 & CTLA-4', 'Platelet System', 'Innate Lymphoid Cells, 5%', 'Granulocyte System'], \n", " 'lightsalmon': ['Lipopolysaccharide', 'N-Formylmethionine', 'CD8+, 50%', 'TNF-α, IL-6, IFN-γ', 'Complement System'],\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", " ('DNA, RNA, 5%', 'PRR & ILCs, 20%'): '1/99',\n", " ('Peptidoglycans, Lipoteichoics', 'PRR & ILCs, 20%'): '5/95',\n", " ('Lipopolysaccharide', 'PRR & ILCs, 20%'): '20/80',\n", " ('N-Formylmethionine', 'PRR & ILCs, 20%'): '51/49',\n", " (\"Glucans, Chitin\", 'PRR & ILCs, 20%'): '80/20',\n", " ('Specific Antigens', 'PRR & ILCs, 20%'): '95/5',\n", " ('PRR & ILCs, 20%', 'CD8+, 50%'): '20/80',\n", " ('PRR & ILCs, 20%', 'CD4+'): '80/20',\n", " ('CD8+, 50%', 'TNF-α, IL-6, IFN-γ'): '49/51',\n", " ('CD8+, 50%', 'PD-1 & CTLA-4'): '80/20',\n", " ('CD8+, 50%', 'Tregs, IL-10, TGF-β, 20%'): '95/5',\n", " ('CD4+', 'TNF-α, IL-6, IFN-γ'): '5/95',\n", " ('CD4+', 'PD-1 & CTLA-4'): '20/80',\n", " ('CD4+', 'Tregs, IL-10, TGF-β, 20%'): '51/49',\n", " ('TNF-α, IL-6, IFN-γ', 'Complement System'): '80/20',\n", " ('TNF-α, IL-6, IFN-γ', 'Platelet System'): '85/15',\n", " ('TNF-α, IL-6, IFN-γ', 'Granulocyte System'): '90/10',\n", " ('TNF-α, IL-6, IFN-γ', 'Innate Lymphoid Cells, 5%'): '95/5',\n", " ('TNF-α, IL-6, IFN-γ', 'Adaptive Lymphoid Cells'): '99/1',\n", " ('PD-1 & CTLA-4', 'Complement System'): '1/9',\n", " ('PD-1 & CTLA-4', 'Platelet System'): '1/8',\n", " ('PD-1 & CTLA-4', 'Granulocyte System'): '1/7',\n", " ('PD-1 & CTLA-4', 'Innate Lymphoid Cells, 5%'): '1/6',\n", " ('PD-1 & CTLA-4', 'Adaptive Lymphoid Cells'): '1/5',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Complement System'): '1/99',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Platelet System'): '5/95',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Granulocyte System'): '10/90',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Innate Lymphoid Cells, 5%'): '15/85',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Adaptive Lymphoid Cells'): '20/80'\n", " }\n", "\n", "# Define edges to be highlighted in black\n", "def define_black_edges():\n", " return {\n", " ('DNA, RNA, 5%', 'PRR & ILCs, 20%'): '1/99',\n", " ('Peptidoglycans, Lipoteichoics', 'PRR & ILCs, 20%'): '5/95',\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(\"OPRAHā„¢: Pericentral\", 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", "_Taxonomy of functional brain networks_. In our proposed taxonomy, networks are referred to by anatomical names that best describe six ubiquitous large-scale functional systems. The names in blue refer to the broad cognitive domains with which a given anatomical system is most commonly associated. Only 1-2 core nodes of each network are depicted here, though it is understood that multiple additional cortical, subcortical, and cerebellar nodes may be affiliated with a given network. Source: [Uddin et al](https://pmc.ncbi.nlm.nih.gov/articles/PMC7325607/)\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 }