{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(born-to-etiquette)=\n", "# Born to Etiquette\n", "\n", "\n", "\n", "
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Murdoch Family Themes

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1. Family Media Empire

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    \n", "
  • Mythologizing Keith Arthur Murdoch and Gallipoli
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  • Daily Mirror in 1960
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  • Oxford, Press baron, wielding political power
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2. Mind Games & Control

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    \n", "
  • HBO's Succession
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  • All happy families are alike; each unhappy family is unhappy in its own way
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  • The whole point is that the crazy old man doesn't know that Cordelia is telling him the truth
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  • Rupert's trust dividing control equally among wife and four children
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  • Is daddy going deaf? No, he's just not listening
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  • Family retreat, therapy
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3. The Architect of Influence

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  • 92-year-old patriarch, King Lear in every sense but one...
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  • Project Family Harmony: aggressive options to neutralize James, the troublesome beneficiary
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  • The idea was that it would incentivize them to cooperate
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4. Sibling Rivalry

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  • Have you ever done anything successful on your own?
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  • Why were you too busy to say \"Happy birthday\" to your father when he turned 909?
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  • Does it strike you that, in your account, everything that goes wrong is always somebody else's fault?
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  • Airing the dirty laundry didn't come naturally to James
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  • Matthew Freud concerted leak campaign to make Liz the new favored successor
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5. Conservative Values

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  • James didn't share his vision for the family business; Harvard Lampoon; Rawkus Records; Digital Publishing
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  • Conservative politics across the Anglo-Saxon world
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  • Why didn't James quit? He was guided by a lesson from the Commedia Divina: Dante encounters Pope Celestine V
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  • Inferno, Limbo, Paradiso
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  • Nobody wants to hear a rich heir from a powerful family complain about his father. History has plenty of those.
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-- The Guardian

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\n", "\n", "\n", "## The House of Murdoch: Myth, Mind Games, and the Architecture of Power\n", "\n", "Few family dynasties have left as deep an imprint on global media as the Murdochs. Over the course of a century, Rupert Murdoch transformed his father’s modest Australian press holdings into a transnational empire, shaping public opinion across continents and embedding his political influence into the very fabric of the Anglo-Saxon world. Yet, behind the relentless expansion and conservative ideology lies a more primal narrative—one of succession, rivalry, and the inevitable erosion of family harmony in the face of unchecked power. The Murdoch family saga, in its mythologizing of origins, its internal mind games, and its contested inheritance, evokes the echoes of Shakespearean tragedy and Dantean reckoning, illuminating the contradictions at the heart of inherited empires.\n", "\n", "```{admonition} OPRAH™\n", ":class: tip\n", "- Overaching: Ubuntu\n", "- Ukubona: \n", " - Perception: To See\n", " - Reason: Understand\n", " - Actions: Recognize\n", " - Heaven: Visit\n", "```\n", "\n", "### I. Family Media Empire: The Myth of Keith Murdoch and the Making of Rupert\n", "\n", "The Murdoch myth begins with Keith Arthur Murdoch, the Australian journalist who made his name mythologizing the disaster of Gallipoli. His dispatches, condemning British incompetence and lionizing Australian sacrifice, cemented his place as a national figure and laid the foundation for a media career that would see him acquire the Herald and Weekly Times in Melbourne. But it was his son, Rupert, who would take the mythic inheritance and wield it with singular ambition.\n", "\n", "In 1960, Murdoch acquired the Daily Mirror, setting the stage for his ascendance into British media and, crucially, into the corridors of political power. Oxford-educated, but with the ruthless instincts of a press baron, Murdoch understood that newspapers were not just businesses but instruments of [influence](https://en.wiktionary.org/wiki/bona#Etymology_3_9). By the 1970s, he was no longer just a publisher; he was a kingmaker, a force to be reckoned with in the highest echelons of power. His media holdings would become the fulcrum of conservative political projects across the English-speaking world, from Thatcher’s Britain to Reagan’s America and beyond. But an empire built on such raw political leverage is never merely inherited—it must be fought over.\n", "\n", "### II. Mind Games and Control: Succession and the Theater of Power\n", "\n", "HBO’s Succession dramatizes, with uncanny precision, the psychological warfare within media dynasties. The Murdoch family, like the fictional Roys, exists in a space where love is transactional, loyalty is provisional, and control is the only currency that matters. The principle that “all happy families are alike; each unhappy family is unhappy in its own way” finds its fullest expression in the Murdochs, where every act of familial affection is subsumed by the question of power.\n", "\n", "Like King Lear raging against the storm, Rupert Murdoch’s tragedy is not simply that his children vie for his throne, but that he cannot accept the truth when it is spoken to him. The whole point is that the crazy old man doesn’t know that Cordelia is telling him the truth. The division of power—equal shares among his wife and four children—mimics an illusion of fairness, but in a dynasty where the patriarch has always wielded absolute control, such a division only breeds paranoia. As the heirs circle the throne, they are left to ask, Is Daddy going deaf? No, he’s just not listening.\n", "\n", "And so the family, in a bid to manage the inevitable, stages retreats and therapy sessions—farcical gestures towards reconciliation in a world where trust has long since eroded. These are not efforts to heal, but rather strategic maneuvers in the war for succession, an attempt to manufacture the illusion of harmony where none exists.\n", "\n", "### III. The Architect of Influence: The Last King Lear\n", "\n", "Rupert Murdoch, at 92, is King Lear in every sense but one—he has not yet relinquished his power. He remains the architect of influence, orchestrating the fate of his empire with the precision of a battlefield general. Yet even he must contend with the shifting tides of internal rebellion. Project Family Harmony, his attempt to neutralize the troublesome James Murdoch, is a study in aggressive pacification, an effort to strip his son of leverage under the guise of equitable settlement. The strategy was clear: let them all believe they were being incentivized to cooperate, while ensuring that no one heir could wrest full control.\n", "\n", "But no kingdom survives forever, and no patriarch rules indefinitely. The old Murdoch, like all media emperors before him, will ultimately cede the stage—whether by design or by death. The question is whether his legacy will be defined by his empire’s continuity or by its inevitable fragmentation.\n", "\n", "### IV. Sibling Rivalry: The War for Inheritance\n", "\n", "Media dynasties, like royal houses, are rarely built on fraternal solidarity. The Murdoch siblings, bound by blood but divided by ambition, engage in a delicate dance of betrayal and self-justification. Have you ever done anything successful on your own? The question lingers in every succession struggle, an implicit challenge to each heir’s claim to the throne.\n", "\n", "James Murdoch, cast as the reluctant prince, found himself ensnared in the contradictions of inheritance. Unlike his father, he never fully embraced the hard-edged conservative vision of the Murdoch empire. He flirted with independent ventures—Harvard Lampoon, Rawkus Records, digital publishing—but his successes never matched the scale of his father’s conquests. And yet, he remained tethered to the empire, unable to walk away.\n", "\n", "When internal divisions spilled into public view, it was never James who initiated the leaks. Airing the dirty laundry didn’t come naturally to James, but it came naturally to those maneuvering against him. [Matthew Freud’s](https://en.wikipedia.org/wiki/Matthew_Freud) concerted campaign to elevate Elisabeth Murdoch as the new favorite successor was a masterstroke of media manipulation—one that demonstrated, once again, that in a family empire, loyalty is always conditional.\n", "\n", "### V. Conservative Values: Power, Politics, and the Burden of Inheritance\n", "\n", "Rupert Murdoch’s empire is not just a business; it is a political project. From the pages of his tabloids to the primetime slots on Fox News, his influence has been a defining force in conservative politics across the Anglo-Saxon world. Yet, the irony of dynastic succession is that ideology is not always hereditary. James Murdoch never fully shared his father’s vision for the family business, and yet he did not leave.\n", "\n", "Why? Perhaps, like Dante’s encounter with Pope Celestine V in the Commedia Divina, he saw departure as an act of cowardice. Celestine, the pope who abdicated, was condemned by Dante for his weakness, his unwillingness to wield power when it was thrust upon him. James Murdoch, raised in a world where departure signaled defeat, could not make the break. {cite}`alighieri1984inferno` {cite}`alighieri1984purgatorio` {cite}`alighieri1984paradiso`\n", "\n", "But in the end, does it matter? No one wants to hear a rich heir complain about his father. History has no shortage of sons who resented the burden of inheritance, who struggled against the shadow of a towering patriarch. The Murdoch family, for all its wealth and power, is no different.\n", "\n", "The end of the Murdoch era will not be a singular moment, but a slow unraveling. The empire built on myth, mind games, and political dominance will endure—until it doesn’t. And in the echoes of its fall, the next great media dynasty will already be rising, ready to script its own tragedy.\n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "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", " 'Suis': ['Foundational', 'Grammar', 'Syntax', 'Punctuation', \"Rhythm\", 'Time'], # Static\n", " 'Voir': ['Bequest'], \n", " 'Choisis': ['Strategic', 'Prosody'], \n", " 'Deviens': ['Adversarial', 'Transactional', 'Motive'], \n", " \"M'èléve\": ['Victory', 'Payoff', 'Loyalty', 'Time.', 'Cadence'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['Bequest'], \n", " 'paleturquoise': ['Time', 'Prosody', 'Motive', 'Cadence'], \n", " 'lightgreen': [\"Rhythm\", 'Transactional', 'Payoff', 'Time.', 'Loyalty'], \n", " 'lightsalmon': ['Syntax', 'Punctuation', 'Strategic', 'Adversarial', 'Victory'],\n", " }\n", " return {node: color for color, nodes in color_map.items() for node in nodes}\n", "\n", "# Define edge weights (hardcoded for editing)\n", "def define_edges():\n", " return {\n", " ('Foundational', 'Bequest'): '1/99',\n", " ('Grammar', 'Bequest'): '5/95',\n", " ('Syntax', 'Bequest'): '20/80',\n", " ('Punctuation', 'Bequest'): '51/49',\n", " (\"Rhythm\", 'Bequest'): '80/20',\n", " ('Time', 'Bequest'): '95/5',\n", " ('Bequest', 'Strategic'): '20/80',\n", " ('Bequest', 'Prosody'): '80/20',\n", " ('Strategic', 'Adversarial'): '49/51',\n", " ('Strategic', 'Transactional'): '80/20',\n", " ('Strategic', 'Motive'): '95/5',\n", " ('Prosody', 'Adversarial'): '5/95',\n", " ('Prosody', 'Transactional'): '20/80',\n", " ('Prosody', 'Motive'): '51/49',\n", " ('Adversarial', 'Victory'): '80/20',\n", " ('Adversarial', 'Payoff'): '85/15',\n", " ('Adversarial', 'Loyalty'): '90/10',\n", " ('Adversarial', 'Time.'): '95/5',\n", " ('Adversarial', 'Cadence'): '99/1',\n", " ('Transactional', 'Victory'): '1/9',\n", " ('Transactional', 'Payoff'): '1/8',\n", " ('Transactional', 'Loyalty'): '1/7',\n", " ('Transactional', 'Time.'): '1/6',\n", " ('Transactional', 'Cadence'): '1/5',\n", " ('Motive', 'Victory'): '1/99',\n", " ('Motive', 'Payoff'): '5/95',\n", " ('Motive', 'Loyalty'): '10/90',\n", " ('Motive', 'Time.'): '15/85',\n", " ('Motive', 'Cadence'): '20/80'\n", " }\n", "\n", "# Calculate positions for nodes\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", " G = nx.DiGraph()\n", " pos = {}\n", " node_colors = []\n", " \n", " # Add nodes 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", " G.add_node(node, layer=layer_name)\n", " pos[node] = position\n", " node_colors.append(colors.get(node, 'lightgray')) \n", " \n", " # Add edges with weights\n", " for (source, target), weight in edges.items():\n", " if source in G.nodes and target in G.nodes:\n", " G.add_edge(source, target, weight=weight)\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='gray',\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(\"Murdoch's\", fontsize=15)\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", "Glenn Gould and Leonard Bernstein famously disagreed over the tempo and interpretation of Brahms' First Piano Concerto during a 1962 New York Philharmonic concert, where Bernstein, conducting, publicly distanced himself from Gould's significantly slower-paced interpretation before the performance began, expressing his disagreement with the unconventional approach while still allowing Gould to perform it as planned; this event is considered one of the most controversial moments in classical music history. \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 }