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       " }\n",
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       "</script>\n",
       "The raw code for this jupyter notebook can be hidden for easier reading. To toggle on/off the raw code, click <a href=\"javascript:code_toggle()\">here</a>."
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       "<IPython.core.display.HTML object>"
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   "source": [
    "import pods \n",
    "pods.notebook.code_toggle()"
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  {
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   "metadata": {
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   "source": [
    "jupyter nbconvert --to slides --reveal-prefix \"http://lab.hakim.se/reveal-js/\" 2016-05-24-what-kind-of-ai.ipynb "
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   "source": [
    "from notebook.services.config import ConfigManager\n",
    "cm = ConfigManager()\n",
    "cm.update('livereveal', {\n",
    "              'theme': 'serif',\n",
    "              'transition': 'none',\n",
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    "cm.update('livereveal', {\n",
    "              'width': 1024,\n",
    "              'height': 768,\n",
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    "cm.update('livereveal', {\n",
    "              'transition': 'none',\n",
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  {
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   "source": [
    "### What Kind of AI have we Created?\n",
    "\n",
    "\n",
    "### Neil Lawrence\n",
    "\n",
    "\n",
    "\n",
    "### Pint of Science, Sheffield\n",
    "### 24th May 2016"
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  {
   "cell_type": "markdown",
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   "source": [
    "<img src=\"https://upload.wikimedia.org/wikipedia/commons/5/5c/The_Overland_Pony_Express.jpg\" width=\"80%\">"
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  {
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   "source": [
    "# Embodiment factor\n",
    "\n",
    "Ratio of compute speed to communicate speed.\n",
    "\n",
    "How locked in is our intelligence?\n",
    "\n",
    "* Human compute: 1 petaflop ... $10^{15}$ flops to simulate a brain (same as fastest computer)\n",
    "* Human speaking speed about $150$ wpm (approx 100 bits per second)\n",
    "\n",
    "* Early telegraph 1000 wpm (approx 800 bps)\n",
    "\n",
    "* Desktop Computer today 10 gigaflops ... $10^{10}$ flops\n",
    "* Computer communication speed millions of times faster than us (1 gigabit per second)\n",
    "\n"
   ]
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   "source": [
    "# Links\n",
    "\n",
    "* Article from me on another [aspect of the AlphaGo achievement](http://www.theguardian.com/media-network/2016/jan/28/google-ai-go-grandmaster-real-winner-deepmind)\n",
    "    * Other articles in the Guardian are available from my [Guardian Profile Page](http://www.theguardian.com/profile/neil-lawrence)\n",
    "\n",
    "* [My blog](http://inverseprobability.com/blog.html) has articles relating to this area.\n",
    "    * [this post on communication](http://inverseprobability.com/2016/02/29/future-debates-ai)\n",
    "    * [this post on System Zero](http://inverseprobability.com/2015/12/04/what-kind-of-ai/) \n",
    "    * [this post on the Mechanistic Fallacy](http://inverseprobability.com/2015/11/09/artificial-stupidity/)"
   ]
  }
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