diff --git "a/2_lab2.ipynb" "b/2_lab2.ipynb"
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+++ "b/2_lab2.ipynb"
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Welcome to the Second Lab - Week 1, Day 3\n",
+    "\n",
+    "Today we will work with lots of models! This is a way to get comfortable with APIs."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table style=\"margin: 0; text-align: left; width:100%\">\n",
+    "    <tr>\n",
+    "        <td style=\"width: 150px; height: 150px; vertical-align: middle;\">\n",
+    "            <img src=\"../assets/stop.png\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
+    "        </td>\n",
+    "        <td>\n",
+    "            <h2 style=\"color:#ff7800;\">Important point - please read</h2>\n",
+    "            <span style=\"color:#ff7800;\">The way I collaborate with you may be different to other courses you've taken. I prefer not to type code while you watch. Rather, I execute Jupyter Labs, like this, and give you an intuition for what's going on. My suggestion is that you carefully execute this yourself, <b>after</b> watching the lecture. Add print statements to understand what's going on, and then come up with your own variations.<br/><br/>If you have time, I'd love it if you submit a PR for changes in the community_contributions folder - instructions in the resources. Also, if you have a Github account, use this to showcase your variations. Not only is this essential practice, but it demonstrates your skills to others, including perhaps future clients or employers...\n",
+    "            </span>\n",
+    "        </td>\n",
+    "    </tr>\n",
+    "</table>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Start with imports - ask ChatGPT to explain any package that you don't know\n",
+    "\n",
+    "import os\n",
+    "import json\n",
+    "from dotenv import load_dotenv\n",
+    "from openai import OpenAI\n",
+    "from anthropic import Anthropic\n",
+    "from IPython.display import Markdown, display"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "True"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Always remember to do this!\n",
+    "load_dotenv(override=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OpenAI API Key exists and begins sk-proj-\n",
+      "Anthropic API Key exists and begins sk-ant-\n",
+      "Google API Key exists and begins AI\n",
+      "DeepSeek API Key not set (and this is optional)\n",
+      "Groq API Key exists and begins gsk_\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Print the key prefixes to help with any debugging\n",
+    "\n",
+    "openai_api_key = os.getenv('OPENAI_API_KEY')\n",
+    "anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')\n",
+    "google_api_key = os.getenv('GOOGLE_API_KEY')\n",
+    "deepseek_api_key = os.getenv('DEEPSEEK_API_KEY')\n",
+    "groq_api_key = os.getenv('GROQ_API_KEY')\n",
+    "\n",
+    "if openai_api_key:\n",
+    "    print(f\"OpenAI API Key exists and begins {openai_api_key[:8]}\")\n",
+    "else:\n",
+    "    print(\"OpenAI API Key not set\")\n",
+    "    \n",
+    "if anthropic_api_key:\n",
+    "    print(f\"Anthropic API Key exists and begins {anthropic_api_key[:7]}\")\n",
+    "else:\n",
+    "    print(\"Anthropic API Key not set (and this is optional)\")\n",
+    "\n",
+    "if google_api_key:\n",
+    "    print(f\"Google API Key exists and begins {google_api_key[:2]}\")\n",
+    "else:\n",
+    "    print(\"Google API Key not set (and this is optional)\")\n",
+    "\n",
+    "if deepseek_api_key:\n",
+    "    print(f\"DeepSeek API Key exists and begins {deepseek_api_key[:3]}\")\n",
+    "else:\n",
+    "    print(\"DeepSeek API Key not set (and this is optional)\")\n",
+    "\n",
+    "if groq_api_key:\n",
+    "    print(f\"Groq API Key exists and begins {groq_api_key[:4]}\")\n",
+    "else:\n",
+    "    print(\"Groq API Key not set (and this is optional)\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "request = \"Please come up with a challenging, nuanced question that I can ask a number of LLMs to evaluate their intelligence. \"\n",
+    "request += \"Answer only with the question, no explanation.\"\n",
+    "messages = [{\"role\": \"user\", \"content\": request}]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'role': 'user',\n",
+       "  'content': 'Please come up with a challenging, nuanced question that I can ask a number of LLMs to evaluate their intelligence. Answer only with the question, no explanation.'}]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "messages"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "If time travel were possible, how might it impact our understanding of causality, and what ethical considerations would arise from altering past events?\n"
+     ]
+    }
+   ],
+   "source": [
+    "openai = OpenAI()\n",
+    "response = openai.chat.completions.create(\n",
+    "    model=\"gpt-4o-mini\",\n",
+    "    messages=messages,\n",
+    ")\n",
+    "question = response.choices[0].message.content\n",
+    "print(question)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "competitors = []\n",
+    "answers = []\n",
+    "messages = [{\"role\": \"user\", \"content\": question}]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "The possibility of time travel raises profound questions about causality and ethics, fundamentally challenging our understanding of the universe and our moral frameworks. Here are some key impacts and considerations:\n",
+       "\n",
+       "### Impact on Causality\n",
+       "\n",
+       "1. **Causal Paradoxes**: Time travel could lead to paradoxes such as the \"grandfather paradox,\" where a time traveler could potentially prevent their own existence by influencing past events. This would challenge the linear understanding of cause and effect, prompting a need for new models of time and causation, such as branching time or the multiverse theory.\n",
+       "\n",
+       "2. **Timeline Alterations**: If time travelers could change events, it could create alternate timelines. This raises questions about which timeline is \"real,\" and whether all outcomes are valid. Understanding how events and their alterations would ripple through time complicates the notion of causality.\n",
+       "\n",
+       "3. **Determinism vs. Free Will**: The ability to travel back and alter events complicates the relationship between determinism and free will. If the past can be changed, to what extent do we have agency over our choices? This could redefine our understanding of human responsibility, as decisions could be influenced by actions taken in the past.\n",
+       "\n",
+       "### Ethical Considerations\n",
+       "\n",
+       "1. **Consequences of Altering the Past**: Any intervention could have unintended consequences. The \"butterfly effect\" illustrates how small changes can lead to significant ramifications. Ethical considerations would involve weighing the potential benefits of changes against the risks and harms they might produce.\n",
+       "\n",
+       "2. **Moral Responsibility**: Time travelers would face significant moral dilemmas regarding interventions. Who gets to decide which events to change? What ethical framework would guide these decisions? The idea of moral agency becomes more complex, as one could argue that altering the past could affect the lives of many individuals, often without their consent.\n",
+       "\n",
+       "3. **Historical Integrity**: Altering past events may undermine the integrity of history. Should we preserve historical events as they are, regardless of their negative outcomes? This raises questions about the value of learning from past mistakes and the proper ways to address historical injustices.\n",
+       "\n",
+       "4. **Temporal Rights**: The issue of consent becomes crucial. If we could change someone else's past, do we have the right to do so? This leads to discussions about who holds the right to influence history and how to navigate the implications of such power responsibly.\n",
+       "\n",
+       "5. **Impact on Identity and Culture**: Changes to historical events could affect cultural identities and collective memories, potentially erasing significant aspects of various communities' histories. This could lead to the loss of cultural heritage and identity, raising questions about the cultural implications of time travel.\n",
+       "\n",
+       "In summary, if time travel were possible, it would necessitate a deep reevaluation of our concepts of causality and ethics. The implications of altering past events could lead to complex moral dilemmas, questions about identity and agency, and debates over historical integrity, all of which would require careful consideration in deliberative and philosophical contexts."
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# The API we know well\n",
+    "\n",
+    "model_name = \"gpt-4o-mini\"\n",
+    "\n",
+    "response = openai.chat.completions.create(model=model_name, messages=messages)\n",
+    "answer = response.choices[0].message.content\n",
+    "\n",
+    "display(Markdown(answer))\n",
+    "competitors.append(model_name)\n",
+    "answers.append(answer)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "# Time Travel and Causality: Philosophical Implications\n",
+       "\n",
+       "If time travel were possible, our understanding of causality would face profound challenges:\n",
+       "\n",
+       "## Causality Implications\n",
+       "- **Linear causality disruption**: Our fundamental notion that causes precede effects would be undermined\n",
+       "- **Causal loops**: Events could become self-causing in paradoxical ways, challenging our understanding of origin and consequence\n",
+       "- **Multiple timelines**: We might need to adopt models like parallel universes or branching timelines to resolve paradoxes\n",
+       "\n",
+       "## Ethical Considerations\n",
+       "- **The grandfather paradox**: Beyond logical contradictions, what moral right would one have to eliminate their own ancestry?\n",
+       "- **Responsibility for alterations**: If changing the past creates new timelines, are you responsible for effectively erasing an entire timeline of people?\n",
+       "- **Consent**: Past individuals cannot consent to having their choices or destinies altered\n",
+       "- **Justice vs. mercy**: Would preventing historical atrocities justify the massive unforeseen consequences?\n",
+       "\n",
+       "The possibility of time travel might ultimately require us to reimagine causality not as a linear chain but as a complex web of interconnected events across multiple dimensions of reality."
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Anthropic has a slightly different API, and Max Tokens is required\n",
+    "\n",
+    "model_name = \"claude-3-7-sonnet-latest\"\n",
+    "\n",
+    "claude = Anthropic()\n",
+    "response = claude.messages.create(model=model_name, messages=messages, max_tokens=1000)\n",
+    "answer = response.content[0].text\n",
+    "\n",
+    "display(Markdown(answer))\n",
+    "competitors.append(model_name)\n",
+    "answers.append(answer)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "## Time Travel and Causality: A Twisted Knot\n",
+       "\n",
+       "The possibility of time travel throws a massive wrench into our understanding of causality, the fundamental principle that cause precedes effect. Here's how:\n",
+       "\n",
+       "**1. Paradoxical Loops:**\n",
+       "\n",
+       "*   **The Grandfather Paradox:** The classic example. If you travel back in time and prevent your grandparents from meeting, you'll never be born. But if you're never born, you can't travel back in time to stop them. This creates a logical contradiction.\n",
+       "*   **Bootstrap Paradox:**  An object or information appears in the past without any apparent origin.  For instance, you travel back in time and give a young Shakespeare the complete works of Shakespeare, which he then writes. Where did the works *originate*? They have no initial author in the traditional sense.\n",
+       "\n",
+       "**Impact on Causality:** These paradoxes suggest that causality, as we understand it, breaks down or is fundamentally different in a universe with time travel. It could imply that:\n",
+       "\n",
+       "*   **Self-Healing Timelines:** The universe may have mechanisms to prevent paradoxes.  Perhaps any attempt to alter the past simply leads to unforeseen events that restore the original timeline.\n",
+       "*   **Multiple Timelines (Multiverse):**  Every time you alter the past, you create a branching timeline, a parallel universe where the changes you made exist. The original timeline remains untouched.\n",
+       "*   **Time is Not Linear:** The past, present, and future might exist simultaneously, allowing for cyclical or self-referential causal loops.  This could imply that our perception of time as a linear progression is an illusion.\n",
+       "*   **Determinism vs. Free Will:** If the past is fixed, does that mean our present actions are predetermined?  If we can change the past, does that mean we have free will, but at the cost of potentially destroying or altering our reality?\n",
+       "\n",
+       "**2. Changing the Past, Changing the Present:**\n",
+       "\n",
+       "*   If you change a seemingly minor event in the past, it could have massive, unpredictable ripple effects on the present. Imagine preventing the assassination of Archduke Franz Ferdinand, potentially averting World War I, which could drastically alter the geopolitical landscape of the 20th century and beyond.\n",
+       "\n",
+       "**Impact on Causality:** This highlights the complex and interconnected nature of events. Even seemingly insignificant causes can have major, unintended consequences. It challenges our ability to predict and understand the causal chains that shape our world.\n",
+       "\n",
+       "\n",
+       "## Ethical Considerations of Altering Past Events\n",
+       "\n",
+       "The potential to alter the past raises a Pandora's Box of ethical dilemmas:\n",
+       "\n",
+       "**1. Moral Responsibility:**\n",
+       "\n",
+       "*   **Who is accountable for changes to the timeline?** If someone alters the past with unforeseen and negative consequences, are they morally culpable? What legal frameworks could even apply?\n",
+       "*   **Justifying Alterations:** What criteria would justify altering the past? Eradicating disease? Preventing wars? Who decides what changes are \"good\" or \"bad,\" and whose values would be used to make those decisions?\n",
+       "\n",
+       "**2. Impact on Existing Individuals:**\n",
+       "\n",
+       "*   **Erasing Existence:** Altering the past could prevent the birth of individuals who currently exist. Is it morally permissible to erase someone from existence, even if they haven't been born yet in the altered timeline?\n",
+       "*   **Altering Personal Histories:**  Changing past events could fundamentally alter an individual's life experiences, relationships, and identity. Is it ethical to manipulate someone's personal history without their consent, even if the goal is to improve their life?\n",
+       "\n",
+       "**3. Societal Impact:**\n",
+       "\n",
+       "*   **Unintended Consequences:** Altering the past could create unforeseen and catastrophic outcomes for society.  The butterfly effect could unleash unforeseen disasters, leading to widespread suffering and chaos.\n",
+       "*   **Loss of Historical Knowledge:** If the past is constantly being rewritten, how can we learn from history? How can we trust our understanding of the world if the foundation of that understanding is constantly shifting?\n",
+       "*   **Potential for Abuse:** The ability to alter the past could be exploited by individuals or governments for personal gain, political manipulation, or even tyrannical control.  Imagine a dictator erasing dissenters from history or rewriting events to legitimize their power.\n",
+       "\n",
+       "**4. The Value of History:**\n",
+       "\n",
+       "*   **Respect for the Past:** Does altering the past demonstrate a lack of respect for the sacrifices, achievements, and experiences of those who came before us? Should we strive to preserve the past as it is, even with its flaws and tragedies?\n",
+       "*   **Authenticity and Meaning:** If the past is malleable, does it lose its authenticity and meaning?  Does the ability to rewrite history diminish our sense of connection to our ancestors and our cultural heritage?\n",
+       "\n",
+       "**5. The Paradox of Progress:**\n",
+       "\n",
+       "*   **Ethical Progress:** Altering the past to \"fix\" perceived injustices or inequalities raises complex questions about ethical progress. Is it possible to impose our current values on the past without distorting or misrepresenting the historical context?\n",
+       "*   **Defining \"Better\":** Who gets to decide what constitutes a \"better\" outcome?  What if the unintended consequences of our actions are worse than the problems we were trying to solve?\n",
+       "\n",
+       "**Conclusion:**\n",
+       "\n",
+       "Time travel presents us with a mind-boggling array of theoretical and ethical challenges. It forces us to re-examine our fundamental assumptions about causality, morality, and the nature of reality itself.  While the possibility of time travel remains firmly in the realm of science fiction, exploring these scenarios helps us to grapple with profound questions about our place in the universe and the responsibilities that come with knowledge and power. The ethical considerations alone are a powerful reminder that even hypothetical technologies can have far-reaching implications for our understanding of ourselves and the world around us.\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "gemini = OpenAI(api_key=google_api_key, base_url=\"https://generativelanguage.googleapis.com/v1beta/openai/\")\n",
+    "model_name = \"gemini-2.0-flash\"\n",
+    "\n",
+    "response = gemini.chat.completions.create(model=model_name, messages=messages)\n",
+    "answer = response.choices[0].message.content\n",
+    "\n",
+    "display(Markdown(answer))\n",
+    "competitors.append(model_name)\n",
+    "answers.append(answer)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# deepseek = OpenAI(api_key=deepseek_api_key, base_url=\"https://api.deepseek.com/v1\")\n",
+    "# model_name = \"deepseek-chat\"\n",
+    "\n",
+    "# response = deepseek.chat.completions.create(model=model_name, messages=messages)\n",
+    "# answer = response.choices[0].message.content\n",
+    "\n",
+    "# display(Markdown(answer))\n",
+    "# competitors.append(model_name)\n",
+    "# answers.append(answer)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "If time travel were possible, it would significantly impact our understanding of causality and raise a multitude of ethical considerations. Here are some potential implications:\n",
+       "\n",
+       "**Impact on Causality:**\n",
+       "\n",
+       "1. **The Grandfather Paradox**: If a time traveler went back in time and killed their own grandfather before he had children, then the time traveler would never have been born. But if they were never born, who killed the grandfather? This paradox highlights the potential problems with backward causation.\n",
+       "2. **Predestination vs. Free Will**: Time travel could imply that events are predetermined, challenging the concept of free will. If every event is already set in motion, do our choices really matter?\n",
+       "3. **Causal Loops**: Time travel could create closed timelike curves, where an event is its own cause. For example, a time traveler goes back in time and gives a younger version of themselves some information, which they then use to travel back in time and give to their younger self.\n",
+       "\n",
+       "**Ethical Considerations:**\n",
+       "\n",
+       "1. **The Butterfly Effect**: Small changes to the past could have significant, unpredictable consequences on the present and future. This raises concerns about the potential for time travelers to inadvertently disrupt the timeline.\n",
+       "2. **Temporal Protection**: Who would be responsible for protecting the timeline from changes made by time travelers? Would there be a temporal equivalent of a \"prime directive\" to avoid interference with historical events?\n",
+       "3. **Personal Gain vs. Greater Good**: Time travelers might be tempted to use their knowledge of future events to gain personal advantages, such as financial or political power. This could lead to conflicts between individual interests and the greater good.\n",
+       "4. **Respect for the Timeline**: Time travelers would need to consider the potential consequences of altering historical events. Would they be justified in changing the course of history, even if it meant preventing suffering or injustices?\n",
+       "5. **Temporal Colonialism**: Time travelers from the future might view people from the past as \"inferior\" or \"less advanced.\" This could lead to a form of temporal colonialism, where time travelers impose their values and beliefs on earlier societies.\n",
+       "6. **Time Travel Tourism**: If time travel became possible, it could lead to a new form of tourism, where people visit historical events as spectators. This raises questions about the potential impact on the timeline and the experience of people living in the past.\n",
+       "7. **Temporal Justice**: Time travelers might be able to prevent crimes or punish perpetrators who escaped justice in their original timeline. However, this could also lead to questions about the nature of justice and the morality of punishing people for crimes they have not yet committed.\n",
+       "\n",
+       "**Regulating Time Travel:**\n",
+       "\n",
+       "To address these concerns, a regulatory framework for time travel might be necessary. This could include:\n",
+       "\n",
+       "1. **Temporal Authorities**: Establishing organizations responsible for monitoring and controlling time travel, ensuring that time travelers do not disrupt the timeline.\n",
+       "2. **Temporal Laws**: Developing laws and guidelines for time travelers, outlining what is and is not permitted when interacting with the past.\n",
+       "3. **Time Travel Licenses**: Requiring time travelers to obtain licenses or permits, which would help track and regulate their activities.\n",
+       "4. **Temporal Education**: Providing education and training for time travelers, emphasizing the importance of respecting the timeline and avoiding interference with historical events.\n",
+       "\n",
+       "Ultimately, the possibility of time travel would require a fundamental reevaluation of our understanding of causality, ethics, and the human experience. It would be essential to develop a comprehensive framework for regulating time travel, ensuring that the benefits of this technology are realized while minimizing the risks and ethical concerns."
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "groq = OpenAI(api_key=groq_api_key, base_url=\"https://api.groq.com/openai/v1\")\n",
+    "model_name = \"llama-3.3-70b-versatile\"\n",
+    "\n",
+    "response = groq.chat.completions.create(model=model_name, messages=messages)\n",
+    "answer = response.choices[0].message.content\n",
+    "\n",
+    "display(Markdown(answer))\n",
+    "competitors.append(model_name)\n",
+    "answers.append(answer)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## For the next cell, we will use Ollama\n",
+    "\n",
+    "Ollama runs a local web service that gives an OpenAI compatible endpoint,  \n",
+    "and runs models locally using high performance C++ code.\n",
+    "\n",
+    "If you don't have Ollama, install it here by visiting https://ollama.com then pressing Download and following the instructions.\n",
+    "\n",
+    "After it's installed, you should be able to visit here: http://localhost:11434 and see the message \"Ollama is running\"\n",
+    "\n",
+    "You might need to restart Cursor (and maybe reboot). Then open a Terminal (control+\\`) and run `ollama serve`\n",
+    "\n",
+    "Useful Ollama commands (run these in the terminal, or with an exclamation mark in this notebook):\n",
+    "\n",
+    "`ollama pull <model_name>` downloads a model locally  \n",
+    "`ollama ls` lists all the models you've downloaded  \n",
+    "`ollama rm <model_name>` deletes the specified model from your downloads"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table style=\"margin: 0; text-align: left; width:100%\">\n",
+    "    <tr>\n",
+    "        <td style=\"width: 150px; height: 150px; vertical-align: middle;\">\n",
+    "            <img src=\"../assets/stop.png\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
+    "        </td>\n",
+    "        <td>\n",
+    "            <h2 style=\"color:#ff7800;\">Super important - ignore me at your peril!</h2>\n",
+    "            <span style=\"color:#ff7800;\">The model called <b>llama3.3</b> is FAR too large for home computers - it's not intended for personal computing and will consume all your resources! Stick with the nicely sized <b>llama3.2</b> or <b>llama3.2:1b</b> and if you want larger, try llama3.1 or smaller variants of Qwen, Gemma, Phi or DeepSeek. See the <A href=\"https://ollama.com/models\">the Ollama models page</a> for a full list of models and sizes.\n",
+    "            </span>\n",
+    "        </td>\n",
+    "    </tr>\n",
+    "</table>"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠋ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠙ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠹ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠸ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠼ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠴ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠦ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠧ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠇ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠏ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠙ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest ⠙ \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   1% ▕                  ▏  10 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   1% ▕                  ▏  12 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   1% ▕                  ▏  24 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   2% ▕                  ▏  39 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   2% ▕                  ▏  48 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   3% ▕                  ▏  62 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   4% ▕                  ▏  80 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   4% ▕                  ▏  87 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   5% ▕                  ▏ 101 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   6% ▕█                 ▏ 114 MB/2.0 GB                  \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   6% ▕█                 ▏ 122 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   7% ▕█                 ▏ 135 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   7% ▕█                 ▏ 150 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   8% ▕█                 ▏ 157 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   8% ▕█                 ▏ 171 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:   9% ▕█                 ▏ 184 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  10% ▕█                 ▏ 192 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  10% ▕█                 ▏ 206 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  11% ▕█                 ▏ 220 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  11% ▕██                ▏ 227 MB/2.0 GB  118 MB/s     15s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  12% ▕██                ▏ 241 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  13% ▕██                ▏ 255 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  13% ▕██                ▏ 262 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  14% ▕██                ▏ 275 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  14% ▕██                ▏ 289 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  15% ▕██                ▏ 296 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  15% ▕██                ▏ 311 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  16% ▕██                ▏ 324 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  16% ▕██                ▏ 331 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  17% ▕███               ▏ 345 MB/2.0 GB  118 MB/s     14s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  18% ▕███               ▏ 360 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  18% ▕███               ▏ 367 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  19% ▕███               ▏ 381 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  20% ▕███               ▏ 395 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  20% ▕███               ▏ 402 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  21% ▕███               ▏ 416 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  21% ▕███               ▏ 429 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  22% ▕███               ▏ 436 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  22% ▕████              ▏ 451 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  23% ▕████              ▏ 465 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  23% ▕████              ▏ 472 MB/2.0 GB  118 MB/s     13s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  24% ▕████              ▏ 486 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  25% ▕████              ▏ 500 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  25% ▕████              ▏ 507 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  26% ▕████              ▏ 521 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  26% ▕████              ▏ 535 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  27% ▕████              ▏ 542 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  28% ▕████              ▏ 556 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  28% ▕█████             ▏ 569 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  29% ▕█████             ▏ 577 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  29% ▕█████             ▏ 591 MB/2.0 GB  118 MB/s     12s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  30% ▕█████             ▏ 605 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  30% ▕█████             ▏ 611 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  31% ▕█████             ▏ 626 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  32% ▕█████             ▏ 640 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  32% ▕█████             ▏ 648 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  33% ▕█████             ▏ 661 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  33% ▕██████            ▏ 675 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  34% ▕██████            ▏ 682 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  35% ▕██████            ▏ 697 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  35% ▕██████            ▏ 710 MB/2.0 GB  118 MB/s     11s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  35% ▕██████            ▏ 716 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  36% ▕██████            ▏ 731 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  37% ▕██████            ▏ 745 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  37% ▕██████            ▏ 752 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  38% ▕██████            ▏ 766 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  39% ▕██████            ▏ 779 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  39% ▕███████           ▏ 788 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  40% ▕███████           ▏ 801 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  40% ▕███████           ▏ 815 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  41% ▕███████           ▏ 823 MB/2.0 GB  118 MB/s     10s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  41% ▕███████           ▏ 837 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  42% ▕███████           ▏ 851 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  42% ▕███████           ▏ 856 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  43% ▕███████           ▏ 872 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  44% ▕███████           ▏ 885 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  44% ▕███████           ▏ 893 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  45% ▕████████          ▏ 907 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  46% ▕████████          ▏ 920 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  46% ▕████████          ▏ 927 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  47% ▕████████          ▏ 941 MB/2.0 GB  119 MB/s      9s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  47% ▕████████          ▏ 956 MB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  48% ▕████████          ▏ 962 MB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  48% ▕████████          ▏ 977 MB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  49% ▕████████          ▏ 991 MB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  49% ▕████████          ▏ 998 MB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  50% ▕█████████         ▏ 1.0 GB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  51% ▕█████████         ▏ 1.0 GB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  51% ▕█████████         ▏ 1.0 GB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  52% ▕█████████         ▏ 1.0 GB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  53% ▕█████████         ▏ 1.1 GB/2.0 GB  119 MB/s      8s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  53% ▕█████████         ▏ 1.1 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  54% ▕█████████         ▏ 1.1 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  54% ▕█████████         ▏ 1.1 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  55% ▕█████████         ▏ 1.1 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  55% ▕█████████         ▏ 1.1 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  56% ▕██████████        ▏ 1.1 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  56% ▕██████████        ▏ 1.1 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  57% ▕██████████        ▏ 1.2 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  58% ▕██████████        ▏ 1.2 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  58% ▕██████████        ▏ 1.2 GB/2.0 GB  119 MB/s      7s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  59% ▕██████████        ▏ 1.2 GB/2.0 GB  119 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  59% ▕██████████        ▏ 1.2 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  60% ▕██████████        ▏ 1.2 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  61% ▕██████████        ▏ 1.2 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  61% ▕███████████       ▏ 1.2 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  62% ▕███████████       ▏ 1.2 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  62% ▕███████████       ▏ 1.3 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  63% ▕███████████       ▏ 1.3 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  63% ▕███████████       ▏ 1.3 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  64% ▕███████████       ▏ 1.3 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  65% ▕███████████       ▏ 1.3 GB/2.0 GB  118 MB/s      6s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  65% ▕███████████       ▏ 1.3 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  66% ▕███████████       ▏ 1.3 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  66% ▕███████████       ▏ 1.3 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  67% ▕████████████      ▏ 1.3 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  68% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  68% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  69% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  69% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  70% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  70% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      5s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  71% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  72% ▕████████████      ▏ 1.4 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  72% ▕████████████      ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  73% ▕█████████████     ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  73% ▕█████████████     ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  74% ▕█████████████     ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  75% ▕█████████████     ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  75% ▕█████████████     ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  76% ▕█████████████     ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  76% ▕█████████████     ▏ 1.5 GB/2.0 GB  119 MB/s      4s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  77% ▕█████████████     ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  77% ▕█████████████     ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  78% ▕██████████████    ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  79% ▕██████████████    ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  79% ▕██████████████    ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  80% ▕██████████████    ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  80% ▕██████████████    ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  81% ▕██████████████    ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  82% ▕██████████████    ▏ 1.6 GB/2.0 GB  119 MB/s      3s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  82% ▕██████████████    ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  83% ▕██████████████    ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  83% ▕██████████████    ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  84% ▕███████████████   ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  84% ▕███████████████   ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  85% ▕███████████████   ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  86% ▕███████████████   ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  86% ▕███████████████   ▏ 1.7 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  87% ▕███████████████   ▏ 1.8 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  87% ▕███████████████   ▏ 1.8 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  88% ▕███████████████   ▏ 1.8 GB/2.0 GB  119 MB/s      2s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  89% ▕███████████████   ▏ 1.8 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  89% ▕████████████████  ▏ 1.8 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  90% ▕████████████████  ▏ 1.8 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  90% ▕████████████████  ▏ 1.8 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  91% ▕████████████████  ▏ 1.8 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  91% ▕████████████████  ▏ 1.8 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  92% ▕████████████████  ▏ 1.9 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  93% ▕████████████████  ▏ 1.9 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  93% ▕████████████████  ▏ 1.9 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  94% ▕████████████████  ▏ 1.9 GB/2.0 GB  119 MB/s      1s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  94% ▕█████████████████ ▏ 1.9 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  95% ▕█████████████████ ▏ 1.9 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  96% ▕█████████████████ ▏ 1.9 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  96% ▕█████████████████ ▏ 1.9 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  97% ▕█████████████████ ▏ 1.9 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  97% ▕█████████████████ ▏ 2.0 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  98% ▕█████████████████ ▏ 2.0 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  98% ▕█████████████████ ▏ 2.0 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff:  99% ▕█████████████████ ▏ 2.0 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕█████████████████ ▏ 2.0 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕█████████████████ ▏ 2.0 GB/2.0 GB  119 MB/s      0s\u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
+      "pulling dde5aa3fc5ff: 100% ▕██████████████████▏ 2.0 GB                         \u001b[K\n",
+      "pulling 966de95ca8a6: 100% ▕██████████████████▏ 1.4 KB                         \u001b[K\n",
+      "pulling fcc5a6bec9da: 100% ▕██████████████████▏ 7.7 KB                         \u001b[K\n",
+      "pulling a70ff7e570d9: 100% ▕██████████████████▏ 6.0 KB                         \u001b[K\n",
+      "pulling 56bb8bd477a5: 100% ▕██████████████████▏   96 B                         \u001b[K\u001b[?25h\u001b[?2026l\u001b[?2026h\u001b[?25l\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[1Gpulling manifest \u001b[K\n",
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+      "verifying sha256 digest \u001b[K\n",
+      "writing manifest \u001b[K\n",
+      "success \u001b[K\u001b[?25h\u001b[?2026l\n"
+     ]
+    }
+   ],
+   "source": [
+    "!ollama pull llama3.2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/markdown": [
+       "The possibility of time travel raises fundamental questions about the nature of causality and the potential for altering the course of historical events. Here are some implications for our understanding of causality and the ethics of temporal intervention:\n",
+       "\n",
+       "Causality:\n",
+       "1. The Grandfather Paradox: If an individual traveled back in time and killed their own grandfather before he had children, then the person would never have been born. But if they were never born, who killed the grandfather?\n",
+       "2. Causal loops: Time travel could create infinite causal loops where an event is its own cause. For instance, a person goes back in time, changes the past, and this change creates the situation for their time travel.\n",
+       "3. Counterfactuals: According to Novikov's Hypothesis, any events that occur through time travel must be part of the original timeline. This would make it essential to avoid paradoxes by ensuring our actions remain within the boundaries set by the original event.\n",
+       "\n",
+       "Ethical Considerations:\n",
+       "\n",
+       "1. Interference in the timeline: Altering past events could upset the natural course of history, resulting in unintended and far-reaching consequences.\n",
+       "2. Protecting the integrity of historical events: Time travel could be used to change significant historical events like wars or revolutions, altering the overall world order and potentially causing harm to future generations.\n",
+       "3. Personal vs collective interests: An individual might prioritize their personal gain over the greater good, further complicating issues related to accountability when faced with consequences.\n",
+       "\n",
+       "Potential Implications:\n",
+       "\n",
+       "1. Temporal Colonialism: Advanced civilizations may use time travel to colonize other eras, exerting control over the past and reshaping world history in their image.\n",
+       "2. Personal responsibility: With power comes the burden of acknowledging personal responsibility for actions taken in the past or future.\n",
+       "3. Global governance: Governments and international organizations might establish regulations and guidelines for responsible temporal intervention.\n",
+       "\n",
+       "In conclusion, if time travel were possible, understanding causality would require careful consideration of potential paradoxes and counterfactuals, while balancing individual interests against collective well-being to prevent harm caused by alterations in the timeline."
+      ],
+      "text/plain": [
+       "<IPython.core.display.Markdown object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ollama = OpenAI(base_url='http://localhost:11434/v1', api_key='ollama')\n",
+    "model_name = \"llama3.2\"\n",
+    "\n",
+    "response = ollama.chat.completions.create(model=model_name, messages=messages)\n",
+    "answer = response.choices[0].message.content\n",
+    "\n",
+    "display(Markdown(answer))\n",
+    "competitors.append(model_name)\n",
+    "answers.append(answer)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['gpt-4o-mini', 'claude-3-7-sonnet-latest', 'gemini-2.0-flash', 'llama-3.3-70b-versatile', 'llama3.2']\n",
+      "['The possibility of time travel raises profound questions about causality and ethics, fundamentally challenging our understanding of the universe and our moral frameworks. Here are some key impacts and considerations:\\n\\n### Impact on Causality\\n\\n1. **Causal Paradoxes**: Time travel could lead to paradoxes such as the \"grandfather paradox,\" where a time traveler could potentially prevent their own existence by influencing past events. This would challenge the linear understanding of cause and effect, prompting a need for new models of time and causation, such as branching time or the multiverse theory.\\n\\n2. **Timeline Alterations**: If time travelers could change events, it could create alternate timelines. This raises questions about which timeline is \"real,\" and whether all outcomes are valid. Understanding how events and their alterations would ripple through time complicates the notion of causality.\\n\\n3. **Determinism vs. Free Will**: The ability to travel back and alter events complicates the relationship between determinism and free will. If the past can be changed, to what extent do we have agency over our choices? This could redefine our understanding of human responsibility, as decisions could be influenced by actions taken in the past.\\n\\n### Ethical Considerations\\n\\n1. **Consequences of Altering the Past**: Any intervention could have unintended consequences. The \"butterfly effect\" illustrates how small changes can lead to significant ramifications. Ethical considerations would involve weighing the potential benefits of changes against the risks and harms they might produce.\\n\\n2. **Moral Responsibility**: Time travelers would face significant moral dilemmas regarding interventions. Who gets to decide which events to change? What ethical framework would guide these decisions? The idea of moral agency becomes more complex, as one could argue that altering the past could affect the lives of many individuals, often without their consent.\\n\\n3. **Historical Integrity**: Altering past events may undermine the integrity of history. Should we preserve historical events as they are, regardless of their negative outcomes? This raises questions about the value of learning from past mistakes and the proper ways to address historical injustices.\\n\\n4. **Temporal Rights**: The issue of consent becomes crucial. If we could change someone else\\'s past, do we have the right to do so? This leads to discussions about who holds the right to influence history and how to navigate the implications of such power responsibly.\\n\\n5. **Impact on Identity and Culture**: Changes to historical events could affect cultural identities and collective memories, potentially erasing significant aspects of various communities\\' histories. This could lead to the loss of cultural heritage and identity, raising questions about the cultural implications of time travel.\\n\\nIn summary, if time travel were possible, it would necessitate a deep reevaluation of our concepts of causality and ethics. The implications of altering past events could lead to complex moral dilemmas, questions about identity and agency, and debates over historical integrity, all of which would require careful consideration in deliberative and philosophical contexts.', '# Time Travel and Causality: Philosophical Implications\\n\\nIf time travel were possible, our understanding of causality would face profound challenges:\\n\\n## Causality Implications\\n- **Linear causality disruption**: Our fundamental notion that causes precede effects would be undermined\\n- **Causal loops**: Events could become self-causing in paradoxical ways, challenging our understanding of origin and consequence\\n- **Multiple timelines**: We might need to adopt models like parallel universes or branching timelines to resolve paradoxes\\n\\n## Ethical Considerations\\n- **The grandfather paradox**: Beyond logical contradictions, what moral right would one have to eliminate their own ancestry?\\n- **Responsibility for alterations**: If changing the past creates new timelines, are you responsible for effectively erasing an entire timeline of people?\\n- **Consent**: Past individuals cannot consent to having their choices or destinies altered\\n- **Justice vs. mercy**: Would preventing historical atrocities justify the massive unforeseen consequences?\\n\\nThe possibility of time travel might ultimately require us to reimagine causality not as a linear chain but as a complex web of interconnected events across multiple dimensions of reality.', '## Time Travel and Causality: A Twisted Knot\\n\\nThe possibility of time travel throws a massive wrench into our understanding of causality, the fundamental principle that cause precedes effect. Here\\'s how:\\n\\n**1. Paradoxical Loops:**\\n\\n*   **The Grandfather Paradox:** The classic example. If you travel back in time and prevent your grandparents from meeting, you\\'ll never be born. But if you\\'re never born, you can\\'t travel back in time to stop them. This creates a logical contradiction.\\n*   **Bootstrap Paradox:**  An object or information appears in the past without any apparent origin.  For instance, you travel back in time and give a young Shakespeare the complete works of Shakespeare, which he then writes. Where did the works *originate*? They have no initial author in the traditional sense.\\n\\n**Impact on Causality:** These paradoxes suggest that causality, as we understand it, breaks down or is fundamentally different in a universe with time travel. It could imply that:\\n\\n*   **Self-Healing Timelines:** The universe may have mechanisms to prevent paradoxes.  Perhaps any attempt to alter the past simply leads to unforeseen events that restore the original timeline.\\n*   **Multiple Timelines (Multiverse):**  Every time you alter the past, you create a branching timeline, a parallel universe where the changes you made exist. The original timeline remains untouched.\\n*   **Time is Not Linear:** The past, present, and future might exist simultaneously, allowing for cyclical or self-referential causal loops.  This could imply that our perception of time as a linear progression is an illusion.\\n*   **Determinism vs. Free Will:** If the past is fixed, does that mean our present actions are predetermined?  If we can change the past, does that mean we have free will, but at the cost of potentially destroying or altering our reality?\\n\\n**2. Changing the Past, Changing the Present:**\\n\\n*   If you change a seemingly minor event in the past, it could have massive, unpredictable ripple effects on the present. Imagine preventing the assassination of Archduke Franz Ferdinand, potentially averting World War I, which could drastically alter the geopolitical landscape of the 20th century and beyond.\\n\\n**Impact on Causality:** This highlights the complex and interconnected nature of events. Even seemingly insignificant causes can have major, unintended consequences. It challenges our ability to predict and understand the causal chains that shape our world.\\n\\n\\n## Ethical Considerations of Altering Past Events\\n\\nThe potential to alter the past raises a Pandora\\'s Box of ethical dilemmas:\\n\\n**1. Moral Responsibility:**\\n\\n*   **Who is accountable for changes to the timeline?** If someone alters the past with unforeseen and negative consequences, are they morally culpable? What legal frameworks could even apply?\\n*   **Justifying Alterations:** What criteria would justify altering the past? Eradicating disease? Preventing wars? Who decides what changes are \"good\" or \"bad,\" and whose values would be used to make those decisions?\\n\\n**2. Impact on Existing Individuals:**\\n\\n*   **Erasing Existence:** Altering the past could prevent the birth of individuals who currently exist. Is it morally permissible to erase someone from existence, even if they haven\\'t been born yet in the altered timeline?\\n*   **Altering Personal Histories:**  Changing past events could fundamentally alter an individual\\'s life experiences, relationships, and identity. Is it ethical to manipulate someone\\'s personal history without their consent, even if the goal is to improve their life?\\n\\n**3. Societal Impact:**\\n\\n*   **Unintended Consequences:** Altering the past could create unforeseen and catastrophic outcomes for society.  The butterfly effect could unleash unforeseen disasters, leading to widespread suffering and chaos.\\n*   **Loss of Historical Knowledge:** If the past is constantly being rewritten, how can we learn from history? How can we trust our understanding of the world if the foundation of that understanding is constantly shifting?\\n*   **Potential for Abuse:** The ability to alter the past could be exploited by individuals or governments for personal gain, political manipulation, or even tyrannical control.  Imagine a dictator erasing dissenters from history or rewriting events to legitimize their power.\\n\\n**4. The Value of History:**\\n\\n*   **Respect for the Past:** Does altering the past demonstrate a lack of respect for the sacrifices, achievements, and experiences of those who came before us? Should we strive to preserve the past as it is, even with its flaws and tragedies?\\n*   **Authenticity and Meaning:** If the past is malleable, does it lose its authenticity and meaning?  Does the ability to rewrite history diminish our sense of connection to our ancestors and our cultural heritage?\\n\\n**5. The Paradox of Progress:**\\n\\n*   **Ethical Progress:** Altering the past to \"fix\" perceived injustices or inequalities raises complex questions about ethical progress. Is it possible to impose our current values on the past without distorting or misrepresenting the historical context?\\n*   **Defining \"Better\":** Who gets to decide what constitutes a \"better\" outcome?  What if the unintended consequences of our actions are worse than the problems we were trying to solve?\\n\\n**Conclusion:**\\n\\nTime travel presents us with a mind-boggling array of theoretical and ethical challenges. It forces us to re-examine our fundamental assumptions about causality, morality, and the nature of reality itself.  While the possibility of time travel remains firmly in the realm of science fiction, exploring these scenarios helps us to grapple with profound questions about our place in the universe and the responsibilities that come with knowledge and power. The ethical considerations alone are a powerful reminder that even hypothetical technologies can have far-reaching implications for our understanding of ourselves and the world around us.\\n', 'If time travel were possible, it would significantly impact our understanding of causality and raise a multitude of ethical considerations. Here are some potential implications:\\n\\n**Impact on Causality:**\\n\\n1. **The Grandfather Paradox**: If a time traveler went back in time and killed their own grandfather before he had children, then the time traveler would never have been born. But if they were never born, who killed the grandfather? This paradox highlights the potential problems with backward causation.\\n2. **Predestination vs. Free Will**: Time travel could imply that events are predetermined, challenging the concept of free will. If every event is already set in motion, do our choices really matter?\\n3. **Causal Loops**: Time travel could create closed timelike curves, where an event is its own cause. For example, a time traveler goes back in time and gives a younger version of themselves some information, which they then use to travel back in time and give to their younger self.\\n\\n**Ethical Considerations:**\\n\\n1. **The Butterfly Effect**: Small changes to the past could have significant, unpredictable consequences on the present and future. This raises concerns about the potential for time travelers to inadvertently disrupt the timeline.\\n2. **Temporal Protection**: Who would be responsible for protecting the timeline from changes made by time travelers? Would there be a temporal equivalent of a \"prime directive\" to avoid interference with historical events?\\n3. **Personal Gain vs. Greater Good**: Time travelers might be tempted to use their knowledge of future events to gain personal advantages, such as financial or political power. This could lead to conflicts between individual interests and the greater good.\\n4. **Respect for the Timeline**: Time travelers would need to consider the potential consequences of altering historical events. Would they be justified in changing the course of history, even if it meant preventing suffering or injustices?\\n5. **Temporal Colonialism**: Time travelers from the future might view people from the past as \"inferior\" or \"less advanced.\" This could lead to a form of temporal colonialism, where time travelers impose their values and beliefs on earlier societies.\\n6. **Time Travel Tourism**: If time travel became possible, it could lead to a new form of tourism, where people visit historical events as spectators. This raises questions about the potential impact on the timeline and the experience of people living in the past.\\n7. **Temporal Justice**: Time travelers might be able to prevent crimes or punish perpetrators who escaped justice in their original timeline. However, this could also lead to questions about the nature of justice and the morality of punishing people for crimes they have not yet committed.\\n\\n**Regulating Time Travel:**\\n\\nTo address these concerns, a regulatory framework for time travel might be necessary. This could include:\\n\\n1. **Temporal Authorities**: Establishing organizations responsible for monitoring and controlling time travel, ensuring that time travelers do not disrupt the timeline.\\n2. **Temporal Laws**: Developing laws and guidelines for time travelers, outlining what is and is not permitted when interacting with the past.\\n3. **Time Travel Licenses**: Requiring time travelers to obtain licenses or permits, which would help track and regulate their activities.\\n4. **Temporal Education**: Providing education and training for time travelers, emphasizing the importance of respecting the timeline and avoiding interference with historical events.\\n\\nUltimately, the possibility of time travel would require a fundamental reevaluation of our understanding of causality, ethics, and the human experience. It would be essential to develop a comprehensive framework for regulating time travel, ensuring that the benefits of this technology are realized while minimizing the risks and ethical concerns.', \"The possibility of time travel raises fundamental questions about the nature of causality and the potential for altering the course of historical events. Here are some implications for our understanding of causality and the ethics of temporal intervention:\\n\\nCausality:\\n1. The Grandfather Paradox: If an individual traveled back in time and killed their own grandfather before he had children, then the person would never have been born. But if they were never born, who killed the grandfather?\\n2. Causal loops: Time travel could create infinite causal loops where an event is its own cause. For instance, a person goes back in time, changes the past, and this change creates the situation for their time travel.\\n3. Counterfactuals: According to Novikov's Hypothesis, any events that occur through time travel must be part of the original timeline. This would make it essential to avoid paradoxes by ensuring our actions remain within the boundaries set by the original event.\\n\\nEthical Considerations:\\n\\n1. Interference in the timeline: Altering past events could upset the natural course of history, resulting in unintended and far-reaching consequences.\\n2. Protecting the integrity of historical events: Time travel could be used to change significant historical events like wars or revolutions, altering the overall world order and potentially causing harm to future generations.\\n3. Personal vs collective interests: An individual might prioritize their personal gain over the greater good, further complicating issues related to accountability when faced with consequences.\\n\\nPotential Implications:\\n\\n1. Temporal Colonialism: Advanced civilizations may use time travel to colonize other eras, exerting control over the past and reshaping world history in their image.\\n2. Personal responsibility: With power comes the burden of acknowledging personal responsibility for actions taken in the past or future.\\n3. Global governance: Governments and international organizations might establish regulations and guidelines for responsible temporal intervention.\\n\\nIn conclusion, if time travel were possible, understanding causality would require careful consideration of potential paradoxes and counterfactuals, while balancing individual interests against collective well-being to prevent harm caused by alterations in the timeline.\"]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# So where are we?\n",
+    "\n",
+    "print(competitors)\n",
+    "print(answers)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Competitor: gpt-4o-mini\n",
+      "\n",
+      "The possibility of time travel raises profound questions about causality and ethics, fundamentally challenging our understanding of the universe and our moral frameworks. Here are some key impacts and considerations:\n",
+      "\n",
+      "### Impact on Causality\n",
+      "\n",
+      "1. **Causal Paradoxes**: Time travel could lead to paradoxes such as the \"grandfather paradox,\" where a time traveler could potentially prevent their own existence by influencing past events. This would challenge the linear understanding of cause and effect, prompting a need for new models of time and causation, such as branching time or the multiverse theory.\n",
+      "\n",
+      "2. **Timeline Alterations**: If time travelers could change events, it could create alternate timelines. This raises questions about which timeline is \"real,\" and whether all outcomes are valid. Understanding how events and their alterations would ripple through time complicates the notion of causality.\n",
+      "\n",
+      "3. **Determinism vs. Free Will**: The ability to travel back and alter events complicates the relationship between determinism and free will. If the past can be changed, to what extent do we have agency over our choices? This could redefine our understanding of human responsibility, as decisions could be influenced by actions taken in the past.\n",
+      "\n",
+      "### Ethical Considerations\n",
+      "\n",
+      "1. **Consequences of Altering the Past**: Any intervention could have unintended consequences. The \"butterfly effect\" illustrates how small changes can lead to significant ramifications. Ethical considerations would involve weighing the potential benefits of changes against the risks and harms they might produce.\n",
+      "\n",
+      "2. **Moral Responsibility**: Time travelers would face significant moral dilemmas regarding interventions. Who gets to decide which events to change? What ethical framework would guide these decisions? The idea of moral agency becomes more complex, as one could argue that altering the past could affect the lives of many individuals, often without their consent.\n",
+      "\n",
+      "3. **Historical Integrity**: Altering past events may undermine the integrity of history. Should we preserve historical events as they are, regardless of their negative outcomes? This raises questions about the value of learning from past mistakes and the proper ways to address historical injustices.\n",
+      "\n",
+      "4. **Temporal Rights**: The issue of consent becomes crucial. If we could change someone else's past, do we have the right to do so? This leads to discussions about who holds the right to influence history and how to navigate the implications of such power responsibly.\n",
+      "\n",
+      "5. **Impact on Identity and Culture**: Changes to historical events could affect cultural identities and collective memories, potentially erasing significant aspects of various communities' histories. This could lead to the loss of cultural heritage and identity, raising questions about the cultural implications of time travel.\n",
+      "\n",
+      "In summary, if time travel were possible, it would necessitate a deep reevaluation of our concepts of causality and ethics. The implications of altering past events could lead to complex moral dilemmas, questions about identity and agency, and debates over historical integrity, all of which would require careful consideration in deliberative and philosophical contexts.\n",
+      "Competitor: claude-3-7-sonnet-latest\n",
+      "\n",
+      "# Time Travel and Causality: Philosophical Implications\n",
+      "\n",
+      "If time travel were possible, our understanding of causality would face profound challenges:\n",
+      "\n",
+      "## Causality Implications\n",
+      "- **Linear causality disruption**: Our fundamental notion that causes precede effects would be undermined\n",
+      "- **Causal loops**: Events could become self-causing in paradoxical ways, challenging our understanding of origin and consequence\n",
+      "- **Multiple timelines**: We might need to adopt models like parallel universes or branching timelines to resolve paradoxes\n",
+      "\n",
+      "## Ethical Considerations\n",
+      "- **The grandfather paradox**: Beyond logical contradictions, what moral right would one have to eliminate their own ancestry?\n",
+      "- **Responsibility for alterations**: If changing the past creates new timelines, are you responsible for effectively erasing an entire timeline of people?\n",
+      "- **Consent**: Past individuals cannot consent to having their choices or destinies altered\n",
+      "- **Justice vs. mercy**: Would preventing historical atrocities justify the massive unforeseen consequences?\n",
+      "\n",
+      "The possibility of time travel might ultimately require us to reimagine causality not as a linear chain but as a complex web of interconnected events across multiple dimensions of reality.\n",
+      "Competitor: gemini-2.0-flash\n",
+      "\n",
+      "## Time Travel and Causality: A Twisted Knot\n",
+      "\n",
+      "The possibility of time travel throws a massive wrench into our understanding of causality, the fundamental principle that cause precedes effect. Here's how:\n",
+      "\n",
+      "**1. Paradoxical Loops:**\n",
+      "\n",
+      "*   **The Grandfather Paradox:** The classic example. If you travel back in time and prevent your grandparents from meeting, you'll never be born. But if you're never born, you can't travel back in time to stop them. This creates a logical contradiction.\n",
+      "*   **Bootstrap Paradox:**  An object or information appears in the past without any apparent origin.  For instance, you travel back in time and give a young Shakespeare the complete works of Shakespeare, which he then writes. Where did the works *originate*? They have no initial author in the traditional sense.\n",
+      "\n",
+      "**Impact on Causality:** These paradoxes suggest that causality, as we understand it, breaks down or is fundamentally different in a universe with time travel. It could imply that:\n",
+      "\n",
+      "*   **Self-Healing Timelines:** The universe may have mechanisms to prevent paradoxes.  Perhaps any attempt to alter the past simply leads to unforeseen events that restore the original timeline.\n",
+      "*   **Multiple Timelines (Multiverse):**  Every time you alter the past, you create a branching timeline, a parallel universe where the changes you made exist. The original timeline remains untouched.\n",
+      "*   **Time is Not Linear:** The past, present, and future might exist simultaneously, allowing for cyclical or self-referential causal loops.  This could imply that our perception of time as a linear progression is an illusion.\n",
+      "*   **Determinism vs. Free Will:** If the past is fixed, does that mean our present actions are predetermined?  If we can change the past, does that mean we have free will, but at the cost of potentially destroying or altering our reality?\n",
+      "\n",
+      "**2. Changing the Past, Changing the Present:**\n",
+      "\n",
+      "*   If you change a seemingly minor event in the past, it could have massive, unpredictable ripple effects on the present. Imagine preventing the assassination of Archduke Franz Ferdinand, potentially averting World War I, which could drastically alter the geopolitical landscape of the 20th century and beyond.\n",
+      "\n",
+      "**Impact on Causality:** This highlights the complex and interconnected nature of events. Even seemingly insignificant causes can have major, unintended consequences. It challenges our ability to predict and understand the causal chains that shape our world.\n",
+      "\n",
+      "\n",
+      "## Ethical Considerations of Altering Past Events\n",
+      "\n",
+      "The potential to alter the past raises a Pandora's Box of ethical dilemmas:\n",
+      "\n",
+      "**1. Moral Responsibility:**\n",
+      "\n",
+      "*   **Who is accountable for changes to the timeline?** If someone alters the past with unforeseen and negative consequences, are they morally culpable? What legal frameworks could even apply?\n",
+      "*   **Justifying Alterations:** What criteria would justify altering the past? Eradicating disease? Preventing wars? Who decides what changes are \"good\" or \"bad,\" and whose values would be used to make those decisions?\n",
+      "\n",
+      "**2. Impact on Existing Individuals:**\n",
+      "\n",
+      "*   **Erasing Existence:** Altering the past could prevent the birth of individuals who currently exist. Is it morally permissible to erase someone from existence, even if they haven't been born yet in the altered timeline?\n",
+      "*   **Altering Personal Histories:**  Changing past events could fundamentally alter an individual's life experiences, relationships, and identity. Is it ethical to manipulate someone's personal history without their consent, even if the goal is to improve their life?\n",
+      "\n",
+      "**3. Societal Impact:**\n",
+      "\n",
+      "*   **Unintended Consequences:** Altering the past could create unforeseen and catastrophic outcomes for society.  The butterfly effect could unleash unforeseen disasters, leading to widespread suffering and chaos.\n",
+      "*   **Loss of Historical Knowledge:** If the past is constantly being rewritten, how can we learn from history? How can we trust our understanding of the world if the foundation of that understanding is constantly shifting?\n",
+      "*   **Potential for Abuse:** The ability to alter the past could be exploited by individuals or governments for personal gain, political manipulation, or even tyrannical control.  Imagine a dictator erasing dissenters from history or rewriting events to legitimize their power.\n",
+      "\n",
+      "**4. The Value of History:**\n",
+      "\n",
+      "*   **Respect for the Past:** Does altering the past demonstrate a lack of respect for the sacrifices, achievements, and experiences of those who came before us? Should we strive to preserve the past as it is, even with its flaws and tragedies?\n",
+      "*   **Authenticity and Meaning:** If the past is malleable, does it lose its authenticity and meaning?  Does the ability to rewrite history diminish our sense of connection to our ancestors and our cultural heritage?\n",
+      "\n",
+      "**5. The Paradox of Progress:**\n",
+      "\n",
+      "*   **Ethical Progress:** Altering the past to \"fix\" perceived injustices or inequalities raises complex questions about ethical progress. Is it possible to impose our current values on the past without distorting or misrepresenting the historical context?\n",
+      "*   **Defining \"Better\":** Who gets to decide what constitutes a \"better\" outcome?  What if the unintended consequences of our actions are worse than the problems we were trying to solve?\n",
+      "\n",
+      "**Conclusion:**\n",
+      "\n",
+      "Time travel presents us with a mind-boggling array of theoretical and ethical challenges. It forces us to re-examine our fundamental assumptions about causality, morality, and the nature of reality itself.  While the possibility of time travel remains firmly in the realm of science fiction, exploring these scenarios helps us to grapple with profound questions about our place in the universe and the responsibilities that come with knowledge and power. The ethical considerations alone are a powerful reminder that even hypothetical technologies can have far-reaching implications for our understanding of ourselves and the world around us.\n",
+      "\n",
+      "Competitor: llama-3.3-70b-versatile\n",
+      "\n",
+      "If time travel were possible, it would significantly impact our understanding of causality and raise a multitude of ethical considerations. Here are some potential implications:\n",
+      "\n",
+      "**Impact on Causality:**\n",
+      "\n",
+      "1. **The Grandfather Paradox**: If a time traveler went back in time and killed their own grandfather before he had children, then the time traveler would never have been born. But if they were never born, who killed the grandfather? This paradox highlights the potential problems with backward causation.\n",
+      "2. **Predestination vs. Free Will**: Time travel could imply that events are predetermined, challenging the concept of free will. If every event is already set in motion, do our choices really matter?\n",
+      "3. **Causal Loops**: Time travel could create closed timelike curves, where an event is its own cause. For example, a time traveler goes back in time and gives a younger version of themselves some information, which they then use to travel back in time and give to their younger self.\n",
+      "\n",
+      "**Ethical Considerations:**\n",
+      "\n",
+      "1. **The Butterfly Effect**: Small changes to the past could have significant, unpredictable consequences on the present and future. This raises concerns about the potential for time travelers to inadvertently disrupt the timeline.\n",
+      "2. **Temporal Protection**: Who would be responsible for protecting the timeline from changes made by time travelers? Would there be a temporal equivalent of a \"prime directive\" to avoid interference with historical events?\n",
+      "3. **Personal Gain vs. Greater Good**: Time travelers might be tempted to use their knowledge of future events to gain personal advantages, such as financial or political power. This could lead to conflicts between individual interests and the greater good.\n",
+      "4. **Respect for the Timeline**: Time travelers would need to consider the potential consequences of altering historical events. Would they be justified in changing the course of history, even if it meant preventing suffering or injustices?\n",
+      "5. **Temporal Colonialism**: Time travelers from the future might view people from the past as \"inferior\" or \"less advanced.\" This could lead to a form of temporal colonialism, where time travelers impose their values and beliefs on earlier societies.\n",
+      "6. **Time Travel Tourism**: If time travel became possible, it could lead to a new form of tourism, where people visit historical events as spectators. This raises questions about the potential impact on the timeline and the experience of people living in the past.\n",
+      "7. **Temporal Justice**: Time travelers might be able to prevent crimes or punish perpetrators who escaped justice in their original timeline. However, this could also lead to questions about the nature of justice and the morality of punishing people for crimes they have not yet committed.\n",
+      "\n",
+      "**Regulating Time Travel:**\n",
+      "\n",
+      "To address these concerns, a regulatory framework for time travel might be necessary. This could include:\n",
+      "\n",
+      "1. **Temporal Authorities**: Establishing organizations responsible for monitoring and controlling time travel, ensuring that time travelers do not disrupt the timeline.\n",
+      "2. **Temporal Laws**: Developing laws and guidelines for time travelers, outlining what is and is not permitted when interacting with the past.\n",
+      "3. **Time Travel Licenses**: Requiring time travelers to obtain licenses or permits, which would help track and regulate their activities.\n",
+      "4. **Temporal Education**: Providing education and training for time travelers, emphasizing the importance of respecting the timeline and avoiding interference with historical events.\n",
+      "\n",
+      "Ultimately, the possibility of time travel would require a fundamental reevaluation of our understanding of causality, ethics, and the human experience. It would be essential to develop a comprehensive framework for regulating time travel, ensuring that the benefits of this technology are realized while minimizing the risks and ethical concerns.\n",
+      "Competitor: llama3.2\n",
+      "\n",
+      "The possibility of time travel raises fundamental questions about the nature of causality and the potential for altering the course of historical events. Here are some implications for our understanding of causality and the ethics of temporal intervention:\n",
+      "\n",
+      "Causality:\n",
+      "1. The Grandfather Paradox: If an individual traveled back in time and killed their own grandfather before he had children, then the person would never have been born. But if they were never born, who killed the grandfather?\n",
+      "2. Causal loops: Time travel could create infinite causal loops where an event is its own cause. For instance, a person goes back in time, changes the past, and this change creates the situation for their time travel.\n",
+      "3. Counterfactuals: According to Novikov's Hypothesis, any events that occur through time travel must be part of the original timeline. This would make it essential to avoid paradoxes by ensuring our actions remain within the boundaries set by the original event.\n",
+      "\n",
+      "Ethical Considerations:\n",
+      "\n",
+      "1. Interference in the timeline: Altering past events could upset the natural course of history, resulting in unintended and far-reaching consequences.\n",
+      "2. Protecting the integrity of historical events: Time travel could be used to change significant historical events like wars or revolutions, altering the overall world order and potentially causing harm to future generations.\n",
+      "3. Personal vs collective interests: An individual might prioritize their personal gain over the greater good, further complicating issues related to accountability when faced with consequences.\n",
+      "\n",
+      "Potential Implications:\n",
+      "\n",
+      "1. Temporal Colonialism: Advanced civilizations may use time travel to colonize other eras, exerting control over the past and reshaping world history in their image.\n",
+      "2. Personal responsibility: With power comes the burden of acknowledging personal responsibility for actions taken in the past or future.\n",
+      "3. Global governance: Governments and international organizations might establish regulations and guidelines for responsible temporal intervention.\n",
+      "\n",
+      "In conclusion, if time travel were possible, understanding causality would require careful consideration of potential paradoxes and counterfactuals, while balancing individual interests against collective well-being to prevent harm caused by alterations in the timeline.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# It's nice to know how to use \"zip\"\n",
+    "for competitor, answer in zip(competitors, answers):\n",
+    "    print(f\"Competitor: {competitor}\\n\\n{answer}\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Let's bring this together - note the use of \"enumerate\"\n",
+    "\n",
+    "together = \"\"\n",
+    "for index, answer in enumerate(answers):\n",
+    "    together += f\"# Response from competitor {index+1}\\n\\n\"\n",
+    "    together += answer + \"\\n\\n\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "# Response from competitor 1\n",
+      "\n",
+      "The possibility of time travel raises profound questions about causality and ethics, fundamentally challenging our understanding of the universe and our moral frameworks. Here are some key impacts and considerations:\n",
+      "\n",
+      "### Impact on Causality\n",
+      "\n",
+      "1. **Causal Paradoxes**: Time travel could lead to paradoxes such as the \"grandfather paradox,\" where a time traveler could potentially prevent their own existence by influencing past events. This would challenge the linear understanding of cause and effect, prompting a need for new models of time and causation, such as branching time or the multiverse theory.\n",
+      "\n",
+      "2. **Timeline Alterations**: If time travelers could change events, it could create alternate timelines. This raises questions about which timeline is \"real,\" and whether all outcomes are valid. Understanding how events and their alterations would ripple through time complicates the notion of causality.\n",
+      "\n",
+      "3. **Determinism vs. Free Will**: The ability to travel back and alter events complicates the relationship between determinism and free will. If the past can be changed, to what extent do we have agency over our choices? This could redefine our understanding of human responsibility, as decisions could be influenced by actions taken in the past.\n",
+      "\n",
+      "### Ethical Considerations\n",
+      "\n",
+      "1. **Consequences of Altering the Past**: Any intervention could have unintended consequences. The \"butterfly effect\" illustrates how small changes can lead to significant ramifications. Ethical considerations would involve weighing the potential benefits of changes against the risks and harms they might produce.\n",
+      "\n",
+      "2. **Moral Responsibility**: Time travelers would face significant moral dilemmas regarding interventions. Who gets to decide which events to change? What ethical framework would guide these decisions? The idea of moral agency becomes more complex, as one could argue that altering the past could affect the lives of many individuals, often without their consent.\n",
+      "\n",
+      "3. **Historical Integrity**: Altering past events may undermine the integrity of history. Should we preserve historical events as they are, regardless of their negative outcomes? This raises questions about the value of learning from past mistakes and the proper ways to address historical injustices.\n",
+      "\n",
+      "4. **Temporal Rights**: The issue of consent becomes crucial. If we could change someone else's past, do we have the right to do so? This leads to discussions about who holds the right to influence history and how to navigate the implications of such power responsibly.\n",
+      "\n",
+      "5. **Impact on Identity and Culture**: Changes to historical events could affect cultural identities and collective memories, potentially erasing significant aspects of various communities' histories. This could lead to the loss of cultural heritage and identity, raising questions about the cultural implications of time travel.\n",
+      "\n",
+      "In summary, if time travel were possible, it would necessitate a deep reevaluation of our concepts of causality and ethics. The implications of altering past events could lead to complex moral dilemmas, questions about identity and agency, and debates over historical integrity, all of which would require careful consideration in deliberative and philosophical contexts.\n",
+      "\n",
+      "# Response from competitor 2\n",
+      "\n",
+      "# Time Travel and Causality: Philosophical Implications\n",
+      "\n",
+      "If time travel were possible, our understanding of causality would face profound challenges:\n",
+      "\n",
+      "## Causality Implications\n",
+      "- **Linear causality disruption**: Our fundamental notion that causes precede effects would be undermined\n",
+      "- **Causal loops**: Events could become self-causing in paradoxical ways, challenging our understanding of origin and consequence\n",
+      "- **Multiple timelines**: We might need to adopt models like parallel universes or branching timelines to resolve paradoxes\n",
+      "\n",
+      "## Ethical Considerations\n",
+      "- **The grandfather paradox**: Beyond logical contradictions, what moral right would one have to eliminate their own ancestry?\n",
+      "- **Responsibility for alterations**: If changing the past creates new timelines, are you responsible for effectively erasing an entire timeline of people?\n",
+      "- **Consent**: Past individuals cannot consent to having their choices or destinies altered\n",
+      "- **Justice vs. mercy**: Would preventing historical atrocities justify the massive unforeseen consequences?\n",
+      "\n",
+      "The possibility of time travel might ultimately require us to reimagine causality not as a linear chain but as a complex web of interconnected events across multiple dimensions of reality.\n",
+      "\n",
+      "# Response from competitor 3\n",
+      "\n",
+      "## Time Travel and Causality: A Twisted Knot\n",
+      "\n",
+      "The possibility of time travel throws a massive wrench into our understanding of causality, the fundamental principle that cause precedes effect. Here's how:\n",
+      "\n",
+      "**1. Paradoxical Loops:**\n",
+      "\n",
+      "*   **The Grandfather Paradox:** The classic example. If you travel back in time and prevent your grandparents from meeting, you'll never be born. But if you're never born, you can't travel back in time to stop them. This creates a logical contradiction.\n",
+      "*   **Bootstrap Paradox:**  An object or information appears in the past without any apparent origin.  For instance, you travel back in time and give a young Shakespeare the complete works of Shakespeare, which he then writes. Where did the works *originate*? They have no initial author in the traditional sense.\n",
+      "\n",
+      "**Impact on Causality:** These paradoxes suggest that causality, as we understand it, breaks down or is fundamentally different in a universe with time travel. It could imply that:\n",
+      "\n",
+      "*   **Self-Healing Timelines:** The universe may have mechanisms to prevent paradoxes.  Perhaps any attempt to alter the past simply leads to unforeseen events that restore the original timeline.\n",
+      "*   **Multiple Timelines (Multiverse):**  Every time you alter the past, you create a branching timeline, a parallel universe where the changes you made exist. The original timeline remains untouched.\n",
+      "*   **Time is Not Linear:** The past, present, and future might exist simultaneously, allowing for cyclical or self-referential causal loops.  This could imply that our perception of time as a linear progression is an illusion.\n",
+      "*   **Determinism vs. Free Will:** If the past is fixed, does that mean our present actions are predetermined?  If we can change the past, does that mean we have free will, but at the cost of potentially destroying or altering our reality?\n",
+      "\n",
+      "**2. Changing the Past, Changing the Present:**\n",
+      "\n",
+      "*   If you change a seemingly minor event in the past, it could have massive, unpredictable ripple effects on the present. Imagine preventing the assassination of Archduke Franz Ferdinand, potentially averting World War I, which could drastically alter the geopolitical landscape of the 20th century and beyond.\n",
+      "\n",
+      "**Impact on Causality:** This highlights the complex and interconnected nature of events. Even seemingly insignificant causes can have major, unintended consequences. It challenges our ability to predict and understand the causal chains that shape our world.\n",
+      "\n",
+      "\n",
+      "## Ethical Considerations of Altering Past Events\n",
+      "\n",
+      "The potential to alter the past raises a Pandora's Box of ethical dilemmas:\n",
+      "\n",
+      "**1. Moral Responsibility:**\n",
+      "\n",
+      "*   **Who is accountable for changes to the timeline?** If someone alters the past with unforeseen and negative consequences, are they morally culpable? What legal frameworks could even apply?\n",
+      "*   **Justifying Alterations:** What criteria would justify altering the past? Eradicating disease? Preventing wars? Who decides what changes are \"good\" or \"bad,\" and whose values would be used to make those decisions?\n",
+      "\n",
+      "**2. Impact on Existing Individuals:**\n",
+      "\n",
+      "*   **Erasing Existence:** Altering the past could prevent the birth of individuals who currently exist. Is it morally permissible to erase someone from existence, even if they haven't been born yet in the altered timeline?\n",
+      "*   **Altering Personal Histories:**  Changing past events could fundamentally alter an individual's life experiences, relationships, and identity. Is it ethical to manipulate someone's personal history without their consent, even if the goal is to improve their life?\n",
+      "\n",
+      "**3. Societal Impact:**\n",
+      "\n",
+      "*   **Unintended Consequences:** Altering the past could create unforeseen and catastrophic outcomes for society.  The butterfly effect could unleash unforeseen disasters, leading to widespread suffering and chaos.\n",
+      "*   **Loss of Historical Knowledge:** If the past is constantly being rewritten, how can we learn from history? How can we trust our understanding of the world if the foundation of that understanding is constantly shifting?\n",
+      "*   **Potential for Abuse:** The ability to alter the past could be exploited by individuals or governments for personal gain, political manipulation, or even tyrannical control.  Imagine a dictator erasing dissenters from history or rewriting events to legitimize their power.\n",
+      "\n",
+      "**4. The Value of History:**\n",
+      "\n",
+      "*   **Respect for the Past:** Does altering the past demonstrate a lack of respect for the sacrifices, achievements, and experiences of those who came before us? Should we strive to preserve the past as it is, even with its flaws and tragedies?\n",
+      "*   **Authenticity and Meaning:** If the past is malleable, does it lose its authenticity and meaning?  Does the ability to rewrite history diminish our sense of connection to our ancestors and our cultural heritage?\n",
+      "\n",
+      "**5. The Paradox of Progress:**\n",
+      "\n",
+      "*   **Ethical Progress:** Altering the past to \"fix\" perceived injustices or inequalities raises complex questions about ethical progress. Is it possible to impose our current values on the past without distorting or misrepresenting the historical context?\n",
+      "*   **Defining \"Better\":** Who gets to decide what constitutes a \"better\" outcome?  What if the unintended consequences of our actions are worse than the problems we were trying to solve?\n",
+      "\n",
+      "**Conclusion:**\n",
+      "\n",
+      "Time travel presents us with a mind-boggling array of theoretical and ethical challenges. It forces us to re-examine our fundamental assumptions about causality, morality, and the nature of reality itself.  While the possibility of time travel remains firmly in the realm of science fiction, exploring these scenarios helps us to grapple with profound questions about our place in the universe and the responsibilities that come with knowledge and power. The ethical considerations alone are a powerful reminder that even hypothetical technologies can have far-reaching implications for our understanding of ourselves and the world around us.\n",
+      "\n",
+      "\n",
+      "# Response from competitor 4\n",
+      "\n",
+      "If time travel were possible, it would significantly impact our understanding of causality and raise a multitude of ethical considerations. Here are some potential implications:\n",
+      "\n",
+      "**Impact on Causality:**\n",
+      "\n",
+      "1. **The Grandfather Paradox**: If a time traveler went back in time and killed their own grandfather before he had children, then the time traveler would never have been born. But if they were never born, who killed the grandfather? This paradox highlights the potential problems with backward causation.\n",
+      "2. **Predestination vs. Free Will**: Time travel could imply that events are predetermined, challenging the concept of free will. If every event is already set in motion, do our choices really matter?\n",
+      "3. **Causal Loops**: Time travel could create closed timelike curves, where an event is its own cause. For example, a time traveler goes back in time and gives a younger version of themselves some information, which they then use to travel back in time and give to their younger self.\n",
+      "\n",
+      "**Ethical Considerations:**\n",
+      "\n",
+      "1. **The Butterfly Effect**: Small changes to the past could have significant, unpredictable consequences on the present and future. This raises concerns about the potential for time travelers to inadvertently disrupt the timeline.\n",
+      "2. **Temporal Protection**: Who would be responsible for protecting the timeline from changes made by time travelers? Would there be a temporal equivalent of a \"prime directive\" to avoid interference with historical events?\n",
+      "3. **Personal Gain vs. Greater Good**: Time travelers might be tempted to use their knowledge of future events to gain personal advantages, such as financial or political power. This could lead to conflicts between individual interests and the greater good.\n",
+      "4. **Respect for the Timeline**: Time travelers would need to consider the potential consequences of altering historical events. Would they be justified in changing the course of history, even if it meant preventing suffering or injustices?\n",
+      "5. **Temporal Colonialism**: Time travelers from the future might view people from the past as \"inferior\" or \"less advanced.\" This could lead to a form of temporal colonialism, where time travelers impose their values and beliefs on earlier societies.\n",
+      "6. **Time Travel Tourism**: If time travel became possible, it could lead to a new form of tourism, where people visit historical events as spectators. This raises questions about the potential impact on the timeline and the experience of people living in the past.\n",
+      "7. **Temporal Justice**: Time travelers might be able to prevent crimes or punish perpetrators who escaped justice in their original timeline. However, this could also lead to questions about the nature of justice and the morality of punishing people for crimes they have not yet committed.\n",
+      "\n",
+      "**Regulating Time Travel:**\n",
+      "\n",
+      "To address these concerns, a regulatory framework for time travel might be necessary. This could include:\n",
+      "\n",
+      "1. **Temporal Authorities**: Establishing organizations responsible for monitoring and controlling time travel, ensuring that time travelers do not disrupt the timeline.\n",
+      "2. **Temporal Laws**: Developing laws and guidelines for time travelers, outlining what is and is not permitted when interacting with the past.\n",
+      "3. **Time Travel Licenses**: Requiring time travelers to obtain licenses or permits, which would help track and regulate their activities.\n",
+      "4. **Temporal Education**: Providing education and training for time travelers, emphasizing the importance of respecting the timeline and avoiding interference with historical events.\n",
+      "\n",
+      "Ultimately, the possibility of time travel would require a fundamental reevaluation of our understanding of causality, ethics, and the human experience. It would be essential to develop a comprehensive framework for regulating time travel, ensuring that the benefits of this technology are realized while minimizing the risks and ethical concerns.\n",
+      "\n",
+      "# Response from competitor 5\n",
+      "\n",
+      "The possibility of time travel raises fundamental questions about the nature of causality and the potential for altering the course of historical events. Here are some implications for our understanding of causality and the ethics of temporal intervention:\n",
+      "\n",
+      "Causality:\n",
+      "1. The Grandfather Paradox: If an individual traveled back in time and killed their own grandfather before he had children, then the person would never have been born. But if they were never born, who killed the grandfather?\n",
+      "2. Causal loops: Time travel could create infinite causal loops where an event is its own cause. For instance, a person goes back in time, changes the past, and this change creates the situation for their time travel.\n",
+      "3. Counterfactuals: According to Novikov's Hypothesis, any events that occur through time travel must be part of the original timeline. This would make it essential to avoid paradoxes by ensuring our actions remain within the boundaries set by the original event.\n",
+      "\n",
+      "Ethical Considerations:\n",
+      "\n",
+      "1. Interference in the timeline: Altering past events could upset the natural course of history, resulting in unintended and far-reaching consequences.\n",
+      "2. Protecting the integrity of historical events: Time travel could be used to change significant historical events like wars or revolutions, altering the overall world order and potentially causing harm to future generations.\n",
+      "3. Personal vs collective interests: An individual might prioritize their personal gain over the greater good, further complicating issues related to accountability when faced with consequences.\n",
+      "\n",
+      "Potential Implications:\n",
+      "\n",
+      "1. Temporal Colonialism: Advanced civilizations may use time travel to colonize other eras, exerting control over the past and reshaping world history in their image.\n",
+      "2. Personal responsibility: With power comes the burden of acknowledging personal responsibility for actions taken in the past or future.\n",
+      "3. Global governance: Governments and international organizations might establish regulations and guidelines for responsible temporal intervention.\n",
+      "\n",
+      "In conclusion, if time travel were possible, understanding causality would require careful consideration of potential paradoxes and counterfactuals, while balancing individual interests against collective well-being to prevent harm caused by alterations in the timeline.\n",
+      "\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(together)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "judge = f\"\"\"You are judging a competition between {len(competitors)} competitors.\n",
+    "Each model has been given this question:\n",
+    "\n",
+    "{question}\n",
+    "\n",
+    "Your job is to evaluate each response for clarity and strength of argument, and rank them in order of best to worst.\n",
+    "Respond with JSON, and only JSON, with the following format:\n",
+    "{{\"results\": [\"best competitor number\", \"second best competitor number\", \"third best competitor number\", ...]}}\n",
+    "\n",
+    "Here are the responses from each competitor:\n",
+    "\n",
+    "{together}\n",
+    "\n",
+    "Now respond with the JSON with the ranked order of the competitors, nothing else. Do not include markdown formatting or code blocks.\"\"\"\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "You are judging a competition between 5 competitors.\n",
+      "Each model has been given this question:\n",
+      "\n",
+      "If time travel were possible, how might it impact our understanding of causality, and what ethical considerations would arise from altering past events?\n",
+      "\n",
+      "Your job is to evaluate each response for clarity and strength of argument, and rank them in order of best to worst.\n",
+      "Respond with JSON, and only JSON, with the following format:\n",
+      "{\"results\": [\"best competitor number\", \"second best competitor number\", \"third best competitor number\", ...]}\n",
+      "\n",
+      "Here are the responses from each competitor:\n",
+      "\n",
+      "# Response from competitor 1\n",
+      "\n",
+      "The possibility of time travel raises profound questions about causality and ethics, fundamentally challenging our understanding of the universe and our moral frameworks. Here are some key impacts and considerations:\n",
+      "\n",
+      "### Impact on Causality\n",
+      "\n",
+      "1. **Causal Paradoxes**: Time travel could lead to paradoxes such as the \"grandfather paradox,\" where a time traveler could potentially prevent their own existence by influencing past events. This would challenge the linear understanding of cause and effect, prompting a need for new models of time and causation, such as branching time or the multiverse theory.\n",
+      "\n",
+      "2. **Timeline Alterations**: If time travelers could change events, it could create alternate timelines. This raises questions about which timeline is \"real,\" and whether all outcomes are valid. Understanding how events and their alterations would ripple through time complicates the notion of causality.\n",
+      "\n",
+      "3. **Determinism vs. Free Will**: The ability to travel back and alter events complicates the relationship between determinism and free will. If the past can be changed, to what extent do we have agency over our choices? This could redefine our understanding of human responsibility, as decisions could be influenced by actions taken in the past.\n",
+      "\n",
+      "### Ethical Considerations\n",
+      "\n",
+      "1. **Consequences of Altering the Past**: Any intervention could have unintended consequences. The \"butterfly effect\" illustrates how small changes can lead to significant ramifications. Ethical considerations would involve weighing the potential benefits of changes against the risks and harms they might produce.\n",
+      "\n",
+      "2. **Moral Responsibility**: Time travelers would face significant moral dilemmas regarding interventions. Who gets to decide which events to change? What ethical framework would guide these decisions? The idea of moral agency becomes more complex, as one could argue that altering the past could affect the lives of many individuals, often without their consent.\n",
+      "\n",
+      "3. **Historical Integrity**: Altering past events may undermine the integrity of history. Should we preserve historical events as they are, regardless of their negative outcomes? This raises questions about the value of learning from past mistakes and the proper ways to address historical injustices.\n",
+      "\n",
+      "4. **Temporal Rights**: The issue of consent becomes crucial. If we could change someone else's past, do we have the right to do so? This leads to discussions about who holds the right to influence history and how to navigate the implications of such power responsibly.\n",
+      "\n",
+      "5. **Impact on Identity and Culture**: Changes to historical events could affect cultural identities and collective memories, potentially erasing significant aspects of various communities' histories. This could lead to the loss of cultural heritage and identity, raising questions about the cultural implications of time travel.\n",
+      "\n",
+      "In summary, if time travel were possible, it would necessitate a deep reevaluation of our concepts of causality and ethics. The implications of altering past events could lead to complex moral dilemmas, questions about identity and agency, and debates over historical integrity, all of which would require careful consideration in deliberative and philosophical contexts.\n",
+      "\n",
+      "# Response from competitor 2\n",
+      "\n",
+      "# Time Travel and Causality: Philosophical Implications\n",
+      "\n",
+      "If time travel were possible, our understanding of causality would face profound challenges:\n",
+      "\n",
+      "## Causality Implications\n",
+      "- **Linear causality disruption**: Our fundamental notion that causes precede effects would be undermined\n",
+      "- **Causal loops**: Events could become self-causing in paradoxical ways, challenging our understanding of origin and consequence\n",
+      "- **Multiple timelines**: We might need to adopt models like parallel universes or branching timelines to resolve paradoxes\n",
+      "\n",
+      "## Ethical Considerations\n",
+      "- **The grandfather paradox**: Beyond logical contradictions, what moral right would one have to eliminate their own ancestry?\n",
+      "- **Responsibility for alterations**: If changing the past creates new timelines, are you responsible for effectively erasing an entire timeline of people?\n",
+      "- **Consent**: Past individuals cannot consent to having their choices or destinies altered\n",
+      "- **Justice vs. mercy**: Would preventing historical atrocities justify the massive unforeseen consequences?\n",
+      "\n",
+      "The possibility of time travel might ultimately require us to reimagine causality not as a linear chain but as a complex web of interconnected events across multiple dimensions of reality.\n",
+      "\n",
+      "# Response from competitor 3\n",
+      "\n",
+      "## Time Travel and Causality: A Twisted Knot\n",
+      "\n",
+      "The possibility of time travel throws a massive wrench into our understanding of causality, the fundamental principle that cause precedes effect. Here's how:\n",
+      "\n",
+      "**1. Paradoxical Loops:**\n",
+      "\n",
+      "*   **The Grandfather Paradox:** The classic example. If you travel back in time and prevent your grandparents from meeting, you'll never be born. But if you're never born, you can't travel back in time to stop them. This creates a logical contradiction.\n",
+      "*   **Bootstrap Paradox:**  An object or information appears in the past without any apparent origin.  For instance, you travel back in time and give a young Shakespeare the complete works of Shakespeare, which he then writes. Where did the works *originate*? They have no initial author in the traditional sense.\n",
+      "\n",
+      "**Impact on Causality:** These paradoxes suggest that causality, as we understand it, breaks down or is fundamentally different in a universe with time travel. It could imply that:\n",
+      "\n",
+      "*   **Self-Healing Timelines:** The universe may have mechanisms to prevent paradoxes.  Perhaps any attempt to alter the past simply leads to unforeseen events that restore the original timeline.\n",
+      "*   **Multiple Timelines (Multiverse):**  Every time you alter the past, you create a branching timeline, a parallel universe where the changes you made exist. The original timeline remains untouched.\n",
+      "*   **Time is Not Linear:** The past, present, and future might exist simultaneously, allowing for cyclical or self-referential causal loops.  This could imply that our perception of time as a linear progression is an illusion.\n",
+      "*   **Determinism vs. Free Will:** If the past is fixed, does that mean our present actions are predetermined?  If we can change the past, does that mean we have free will, but at the cost of potentially destroying or altering our reality?\n",
+      "\n",
+      "**2. Changing the Past, Changing the Present:**\n",
+      "\n",
+      "*   If you change a seemingly minor event in the past, it could have massive, unpredictable ripple effects on the present. Imagine preventing the assassination of Archduke Franz Ferdinand, potentially averting World War I, which could drastically alter the geopolitical landscape of the 20th century and beyond.\n",
+      "\n",
+      "**Impact on Causality:** This highlights the complex and interconnected nature of events. Even seemingly insignificant causes can have major, unintended consequences. It challenges our ability to predict and understand the causal chains that shape our world.\n",
+      "\n",
+      "\n",
+      "## Ethical Considerations of Altering Past Events\n",
+      "\n",
+      "The potential to alter the past raises a Pandora's Box of ethical dilemmas:\n",
+      "\n",
+      "**1. Moral Responsibility:**\n",
+      "\n",
+      "*   **Who is accountable for changes to the timeline?** If someone alters the past with unforeseen and negative consequences, are they morally culpable? What legal frameworks could even apply?\n",
+      "*   **Justifying Alterations:** What criteria would justify altering the past? Eradicating disease? Preventing wars? Who decides what changes are \"good\" or \"bad,\" and whose values would be used to make those decisions?\n",
+      "\n",
+      "**2. Impact on Existing Individuals:**\n",
+      "\n",
+      "*   **Erasing Existence:** Altering the past could prevent the birth of individuals who currently exist. Is it morally permissible to erase someone from existence, even if they haven't been born yet in the altered timeline?\n",
+      "*   **Altering Personal Histories:**  Changing past events could fundamentally alter an individual's life experiences, relationships, and identity. Is it ethical to manipulate someone's personal history without their consent, even if the goal is to improve their life?\n",
+      "\n",
+      "**3. Societal Impact:**\n",
+      "\n",
+      "*   **Unintended Consequences:** Altering the past could create unforeseen and catastrophic outcomes for society.  The butterfly effect could unleash unforeseen disasters, leading to widespread suffering and chaos.\n",
+      "*   **Loss of Historical Knowledge:** If the past is constantly being rewritten, how can we learn from history? How can we trust our understanding of the world if the foundation of that understanding is constantly shifting?\n",
+      "*   **Potential for Abuse:** The ability to alter the past could be exploited by individuals or governments for personal gain, political manipulation, or even tyrannical control.  Imagine a dictator erasing dissenters from history or rewriting events to legitimize their power.\n",
+      "\n",
+      "**4. The Value of History:**\n",
+      "\n",
+      "*   **Respect for the Past:** Does altering the past demonstrate a lack of respect for the sacrifices, achievements, and experiences of those who came before us? Should we strive to preserve the past as it is, even with its flaws and tragedies?\n",
+      "*   **Authenticity and Meaning:** If the past is malleable, does it lose its authenticity and meaning?  Does the ability to rewrite history diminish our sense of connection to our ancestors and our cultural heritage?\n",
+      "\n",
+      "**5. The Paradox of Progress:**\n",
+      "\n",
+      "*   **Ethical Progress:** Altering the past to \"fix\" perceived injustices or inequalities raises complex questions about ethical progress. Is it possible to impose our current values on the past without distorting or misrepresenting the historical context?\n",
+      "*   **Defining \"Better\":** Who gets to decide what constitutes a \"better\" outcome?  What if the unintended consequences of our actions are worse than the problems we were trying to solve?\n",
+      "\n",
+      "**Conclusion:**\n",
+      "\n",
+      "Time travel presents us with a mind-boggling array of theoretical and ethical challenges. It forces us to re-examine our fundamental assumptions about causality, morality, and the nature of reality itself.  While the possibility of time travel remains firmly in the realm of science fiction, exploring these scenarios helps us to grapple with profound questions about our place in the universe and the responsibilities that come with knowledge and power. The ethical considerations alone are a powerful reminder that even hypothetical technologies can have far-reaching implications for our understanding of ourselves and the world around us.\n",
+      "\n",
+      "\n",
+      "# Response from competitor 4\n",
+      "\n",
+      "If time travel were possible, it would significantly impact our understanding of causality and raise a multitude of ethical considerations. Here are some potential implications:\n",
+      "\n",
+      "**Impact on Causality:**\n",
+      "\n",
+      "1. **The Grandfather Paradox**: If a time traveler went back in time and killed their own grandfather before he had children, then the time traveler would never have been born. But if they were never born, who killed the grandfather? This paradox highlights the potential problems with backward causation.\n",
+      "2. **Predestination vs. Free Will**: Time travel could imply that events are predetermined, challenging the concept of free will. If every event is already set in motion, do our choices really matter?\n",
+      "3. **Causal Loops**: Time travel could create closed timelike curves, where an event is its own cause. For example, a time traveler goes back in time and gives a younger version of themselves some information, which they then use to travel back in time and give to their younger self.\n",
+      "\n",
+      "**Ethical Considerations:**\n",
+      "\n",
+      "1. **The Butterfly Effect**: Small changes to the past could have significant, unpredictable consequences on the present and future. This raises concerns about the potential for time travelers to inadvertently disrupt the timeline.\n",
+      "2. **Temporal Protection**: Who would be responsible for protecting the timeline from changes made by time travelers? Would there be a temporal equivalent of a \"prime directive\" to avoid interference with historical events?\n",
+      "3. **Personal Gain vs. Greater Good**: Time travelers might be tempted to use their knowledge of future events to gain personal advantages, such as financial or political power. This could lead to conflicts between individual interests and the greater good.\n",
+      "4. **Respect for the Timeline**: Time travelers would need to consider the potential consequences of altering historical events. Would they be justified in changing the course of history, even if it meant preventing suffering or injustices?\n",
+      "5. **Temporal Colonialism**: Time travelers from the future might view people from the past as \"inferior\" or \"less advanced.\" This could lead to a form of temporal colonialism, where time travelers impose their values and beliefs on earlier societies.\n",
+      "6. **Time Travel Tourism**: If time travel became possible, it could lead to a new form of tourism, where people visit historical events as spectators. This raises questions about the potential impact on the timeline and the experience of people living in the past.\n",
+      "7. **Temporal Justice**: Time travelers might be able to prevent crimes or punish perpetrators who escaped justice in their original timeline. However, this could also lead to questions about the nature of justice and the morality of punishing people for crimes they have not yet committed.\n",
+      "\n",
+      "**Regulating Time Travel:**\n",
+      "\n",
+      "To address these concerns, a regulatory framework for time travel might be necessary. This could include:\n",
+      "\n",
+      "1. **Temporal Authorities**: Establishing organizations responsible for monitoring and controlling time travel, ensuring that time travelers do not disrupt the timeline.\n",
+      "2. **Temporal Laws**: Developing laws and guidelines for time travelers, outlining what is and is not permitted when interacting with the past.\n",
+      "3. **Time Travel Licenses**: Requiring time travelers to obtain licenses or permits, which would help track and regulate their activities.\n",
+      "4. **Temporal Education**: Providing education and training for time travelers, emphasizing the importance of respecting the timeline and avoiding interference with historical events.\n",
+      "\n",
+      "Ultimately, the possibility of time travel would require a fundamental reevaluation of our understanding of causality, ethics, and the human experience. It would be essential to develop a comprehensive framework for regulating time travel, ensuring that the benefits of this technology are realized while minimizing the risks and ethical concerns.\n",
+      "\n",
+      "# Response from competitor 5\n",
+      "\n",
+      "The possibility of time travel raises fundamental questions about the nature of causality and the potential for altering the course of historical events. Here are some implications for our understanding of causality and the ethics of temporal intervention:\n",
+      "\n",
+      "Causality:\n",
+      "1. The Grandfather Paradox: If an individual traveled back in time and killed their own grandfather before he had children, then the person would never have been born. But if they were never born, who killed the grandfather?\n",
+      "2. Causal loops: Time travel could create infinite causal loops where an event is its own cause. For instance, a person goes back in time, changes the past, and this change creates the situation for their time travel.\n",
+      "3. Counterfactuals: According to Novikov's Hypothesis, any events that occur through time travel must be part of the original timeline. This would make it essential to avoid paradoxes by ensuring our actions remain within the boundaries set by the original event.\n",
+      "\n",
+      "Ethical Considerations:\n",
+      "\n",
+      "1. Interference in the timeline: Altering past events could upset the natural course of history, resulting in unintended and far-reaching consequences.\n",
+      "2. Protecting the integrity of historical events: Time travel could be used to change significant historical events like wars or revolutions, altering the overall world order and potentially causing harm to future generations.\n",
+      "3. Personal vs collective interests: An individual might prioritize their personal gain over the greater good, further complicating issues related to accountability when faced with consequences.\n",
+      "\n",
+      "Potential Implications:\n",
+      "\n",
+      "1. Temporal Colonialism: Advanced civilizations may use time travel to colonize other eras, exerting control over the past and reshaping world history in their image.\n",
+      "2. Personal responsibility: With power comes the burden of acknowledging personal responsibility for actions taken in the past or future.\n",
+      "3. Global governance: Governments and international organizations might establish regulations and guidelines for responsible temporal intervention.\n",
+      "\n",
+      "In conclusion, if time travel were possible, understanding causality would require careful consideration of potential paradoxes and counterfactuals, while balancing individual interests against collective well-being to prevent harm caused by alterations in the timeline.\n",
+      "\n",
+      "\n",
+      "\n",
+      "Now respond with the JSON with the ranked order of the competitors, nothing else. Do not include markdown formatting or code blocks.\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(judge)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "judge_messages = [{\"role\": \"user\", \"content\": judge}]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{\"results\": [\"3\", \"1\", \"4\", \"2\", \"5\"]}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Judgement time!\n",
+    "\n",
+    "openai = OpenAI()\n",
+    "response = openai.chat.completions.create(\n",
+    "    model=\"o3-mini\",\n",
+    "    messages=judge_messages,\n",
+    ")\n",
+    "results = response.choices[0].message.content\n",
+    "print(results)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Rank 1: gemini-2.0-flash\n",
+      "Rank 2: gpt-4o-mini\n",
+      "Rank 3: llama-3.3-70b-versatile\n",
+      "Rank 4: claude-3-7-sonnet-latest\n",
+      "Rank 5: llama3.2\n"
+     ]
+    }
+   ],
+   "source": [
+    "# OK let's turn this into results!\n",
+    "\n",
+    "results_dict = json.loads(results)\n",
+    "ranks = results_dict[\"results\"]\n",
+    "for index, result in enumerate(ranks):\n",
+    "    competitor = competitors[int(result)-1]\n",
+    "    print(f\"Rank {index+1}: {competitor}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table style=\"margin: 0; text-align: left; width:100%\">\n",
+    "    <tr>\n",
+    "        <td style=\"width: 150px; height: 150px; vertical-align: middle;\">\n",
+    "            <img src=\"../assets/exercise.png\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
+    "        </td>\n",
+    "        <td>\n",
+    "            <h2 style=\"color:#ff7800;\">Exercise</h2>\n",
+    "            <span style=\"color:#ff7800;\">Which pattern(s) did this use? Try updating this to add another Agentic design pattern.\n",
+    "            </span>\n",
+    "        </td>\n",
+    "    </tr>\n",
+    "</table>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<table style=\"margin: 0; text-align: left; width:100%\">\n",
+    "    <tr>\n",
+    "        <td style=\"width: 150px; height: 150px; vertical-align: middle;\">\n",
+    "            <img src=\"../assets/business.png\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
+    "        </td>\n",
+    "        <td>\n",
+    "            <h2 style=\"color:#00bfff;\">Commercial implications</h2>\n",
+    "            <span style=\"color:#00bfff;\">These kinds of patterns - to send a task to multiple models, and evaluate results,\n",
+    "            are common where you need to improve the quality of your LLM response. This approach can be universally applied\n",
+    "            to business projects where accuracy is critical.\n",
+    "            </span>\n",
+    "        </td>\n",
+    "    </tr>\n",
+    "</table>"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}