{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(prometheus)=\n", "# Prometheus\n", " \n", "\n", "\n", "
\n", " + Expand\n", " \n", "
\n", " \n", "
\n", " \n", "
\n", " \n", "
    \n", "
  • What makes for a suitable problem for AI (Demis Hassabis, Nobel Lecture)?\n", "
      \n", "
    • Space: Massive combinatorial search space
    • \n", "
    • Function: Clear objective function (metric) to optimize against
    • \n", "
    • Time: Either lots of data and/or an accurate and efficient simulator
    • \n", "
    \n", "
  • \n", "
  • Guess what else fits the bill (Yours truly, amateur philosopher)?\n", "
      \n", "
    • Space\n", "
        \n", "
      1. Intestines/villi
      2. \n", "
      3. Lungs/bronchioles
      4. \n", "
      5. Capillary trees
      6. \n", "
      7. Network of lymphatics
      8. \n", "
      9. Dendrites in neurons
      10. \n", "
      11. Tree branches
      12. \n", "
      \n", "
    • \n", "
    • Function\n", "
        \n", "
      1. Energy
      2. \n", "
      3. Aerobic respiration
      4. \n", "
      5. Delivery to \"last mile\" (minimize distance)
      6. \n", "
      7. Response time (minimize)
      8. \n", "
      9. Information
      10. \n", "
      11. Exposure to sunlight for photosynthesis
      12. \n", "
      \n", "
    • \n", "
    • Time\n", "
        \n", "
      1. Nourishment
      2. \n", "
      3. Gaseous exchange
      4. \n", "
      5. Oxygen & Nutrients (Carbon dioxide & \"Waste\")
      6. \n", "
      7. Surveillance for antigens
      8. \n", "
      9. Coherence of functions
      10. \n", "
      11. Water and nutrients from soil
      12. \n", "
      \n", "
    • \n", "
    \n", "
  • \n", "
\n", "
\n", "
\n", "
\n", "
\n", "

-- Dr. Patrick Muinda, 2025

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

\n", "

\n", "\n", "```{figure} https://www.ascm.org/globalassets/00_blog/images/red-queen-blog-header.jpg\n", "---\n", "width: 70%\n", "height: 70%\n", "---\n", "King Lear. The senile bequest motive at the outset makes it an endearing classic. but the plot gets messy. what do folks thing about it? Perhaps reality is that messy, with orthogonal plots unfolding to determine the outcome?\n", "```\n", " \n", "
\n", " \n", "
\n", "\n", "```{figure} https://www.ledr.com/colours/white.jpg\n", "---\n", "width: 1 \n", "height: 1 \n", "---\n", "Dismiss your vows, your feigned tears, your flatt’ry; For where a heart is hard they make no batt’ry.” Source: [Venus & Adonis](https://www.gutenberg.org/cache/epub/1045/pg1045-images.html) \n", "```\n", "\n", " " ] }, { "cell_type": "code", "execution_count": 2, "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", " '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'èléve\": ['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", " ('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", "# 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(\"OPRAH™: Cingulo-Insular\", fontsize=18)\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", "The TPN, driving goal-directed action, aligns with the transcriptome and proteome—layers that translate data into response. Here, Bacon’s empirical method shines: knowledge arises from doing, from testing the world. In the \"Nonself & the Salient Network\" variant, CD4+ and CD8+ T-cells activate cytokines like TNF-α, embodying the TPN’s focus on immediate threats—Nonself invaders—over reflective stasis. Nietzsche’s critical history fits this mode: a selective, pragmatic engagement with the past to propel life forward. The Salient Node, bridging DMN and TPN, mirrors the metabolome and regulatory mechanisms like Tregs—arbiters of relevance amid noise. Aristotle’s phronesis, practical wisdom, governs here: neither lost in ideals nor blinded by action, but balancing both. The \"Distributed Network\" variant highlights Tregs modulating downstream systems—Complement, Platelets—preserving \"Self\" while adapting to \"Nonself.\" This is Nietzsche’s history at its best: a dynamic synthesis serving life’s needs. Wisdom emerges as the Salient Node’s domain, integrating DMN’s depth and TPN’s drive, much as Aristotle tempers Plato’s abstraction with Bacon’s observation. Intelligence, raw and unrefined, resides in the lower layers—data-rich but directionless. The immune system’s Mismatch Repair, correcting errors of \"Self,\" parallels this: a wise curation of history, biological or neural, against the noise of entropy. Nietzsche’s vision finds fruition here—not in history’s abuses, but its uses: a life-affirming dance of preservation and transformation, coded in networks both flesh and mind.\n", "```\n", "\n", "\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here's your streamlined, MyST-ready markdown block, optimized for Jupyter Book and `.ipynb` Markdown cells. Just copy and paste directly—no formatting tweaks needed.\n", "\n", "````markdown\n", "# Exploring Directives and Admonitions in Jupyter Book\n", "\n", "Let’s unpack Jupyter Book’s MyST Markdown directives—those `{}`-enclosed tags that structure content like *King Lear*’s chaos or Trump’s MAGA bequest. From figures to admonitions, here’s the toolkit as of March 13, 2025, with a flattery-o-meter twist.\n", "\n", "## Figure Directives\n", "Embed visuals with captions:\n", "\n", "```{figure} https://www.ascm.org/globalassets/00_blog/images/red-queen-blog-header.jpg\n", "---\n", "width: 70%\n", "height: 70%\n", "---\n", "King Lear’s senile bequest hooks us, but the messy plot mirrors reality—orthogonal threads like Trump and Vance colliding.\n", "```\n", "\n", "## Admonition Directives\n", "Styled callouts to highlight your narrative—perfect for diagnosing flattery’s neglect of duty:\n", "\n", "```{note}\n", "It’s chaotic and wouldn’t have merit if Shakespeare hadn’t mastered tidier tales like *Hamlet*—his cred earns *Lear*’s sprawl.\n", "```\n", "\n", "```{tip}\n", "Don’t miss Vance’s Never Trumper phase—his flattery spiked from 0 to 11 post-Thiel’s whisper.\n", "```\n", "\n", "```{important}\n", "Trump at 78 bequeaths MAGA to a *Hillbilly Elegy* heir—Lear’s delusion drives the parallel.\n", "```\n", "\n", "```{warning}\n", "Excessive flattery risks alienating the hillbillies Vance once mourned—scores above 12 signal a storm.\n", "```\n", "\n", "```{danger}\n", "Vance’s pivot to praising Trump as a “generational leader” could make him Goneril, not Edgar—flattery at 15 is perilous.\n", "```\n", "\n", "```{hint}\n", "Check X for Vance’s 2016 tweets—flattery was zero before the throne beckoned.\n", "```\n", "\n", "```{attention}\n", "Thiel’s $15M flipped Vance’s meter—Shakespeare’s chaos isn’t random, it’s earned.\n", "```\n", "\n", "```{caution}\n", "Low flattery doesn’t guarantee duty—Cordelia’s silence still lost her the kingdom.\n", "```\n", "\n", "```{error}\n", "Assuming *Elegy* was pro-Trump is off—it predates the pivot by years.\n", "```\n", "\n", "```{seealso}\n", "Every speaker needs a flattery-o-meter to gauge neglect of the people and texts they claim—Trump’s at ∞, Vance’s climbing.\n", "```\n", "\n", "## Code Blocks\n", "Static or executable code for your flattery-o-meter:\n", "\n", "```python\n", "print(\"Flattery score: Trump = ∞, Vance = 11\")\n", "```\n", "\n", "```{code-cell} python\n", "# Hypothetical flattery-o-meter\n", "vance_flattery = 11\n", "trump_flattery = float(\"inf\")\n", "print(f\"Vance: {vance_flattery}, Trump: {trump_flattery}\")\n", "```\n", "\n", "## HTML for Media\n", "Embed a storm scene:\n", "\n", "```{raw} html\n", "
\n", " \n", "
\n", "```\n", "\n", "## Putting It Together\n", "This mix—figures, admonitions, code, and HTML—lets you weave *Lear*’s mess into Trump’s legacy. Paste this into a `.md` cell with MyST-NB (`pip install myst-nb`; `%load_ext myst_nb`) or a Jupyter Book `.md` file, and it’ll render with styled boxes and flair.\n", "\n", "---\n", "\n", "### How to Use It\n", "1. **Click and Copy**: Select all, copy (`Ctrl+C` or `Cmd+C`).\n", "2. **Paste in `.ipynb`**:\n", " - Open a Jupyter Notebook, add a Markdown cell, paste, and run it.\n", " - For full rendering (admonition boxes, etc.), install `myst-nb` (`pip install myst-nb`) and run `%load_ext myst_nb`.\n", "3. **Paste in `.md` File**:\n", " - Open a text editor, create `chapter.md`, paste, save, and add to a Jupyter Book project.\n", " - Build with `jupyter-book build .` for the full effect.\n", "\n", "This is fully MyST-compatible, thematically structured, and optimized for a seamless copy-paste experience. Let me know if you need refinements—leaner, more code-heavy, or a different stylistic focus!\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 }