<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>JesusData</title>
	<atom:link href="http://jesusdata.com/feed/" rel="self" type="application/rss+xml" />
	<link>http://jesusdata.com</link>
	<description>Theology and Data Science</description>
	<lastBuildDate>Thu, 16 Feb 2012 23:12:18 +0000</lastBuildDate>
	<language>en</language>
	<sy:updatePeriod>hourly</sy:updatePeriod>
	<sy:updateFrequency>1</sy:updateFrequency>
	<generator>http://wordpress.org/?v=3.3.1</generator>
		<item>
		<title>Satan as a Spammer and hacker</title>
		<link>http://jesusdata.com/2012/satan-as-a-spammer-and-hacker/</link>
		<comments>http://jesusdata.com/2012/satan-as-a-spammer-and-hacker/#comments</comments>
		<pubDate>Thu, 16 Feb 2012 23:10:29 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Spam]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=135</guid>
		<description><![CDATA[Satan is like the spammer of this world. Constantly flooding our minds with fake information. Constantly trying to sucker us into believing something that is a lie.  Think of all the spam we&#8217;ve received, it is full of lies, and &#8230; <a href="http://jesusdata.com/2012/satan-as-a-spammer-and-hacker/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Satan is like the spammer of this world. Constantly flooding our minds with fake information. Constantly trying to sucker us into believing something that is a lie.  Think of all the spam we&#8217;ve received, it is full of lies, and deception.  Porn spam, get rich-quick spam, sucker spam, it is all preying on our weaknesses and leading us down a path to destruction.  A path that eventually leads to death. Think of your mind as an email inbox, and for some people they have great filtering, and as such the inbox of their mind is clean and pure.  They have also been very careful where they have deposited their attention (the email address of their mind).  Other people have bad filters, and have gone far and wide on the internet and put their email address out to every questionable website they have found.  As a result, their inbox is a host to a million spam emails (thoughts) that prey on their weakness.  Just as a good email server is properly protected from evil intentions, so too a good mind is insulated from a world of evil.  A mind in total isolation is never a good thing.  What good is a mail sever that is not connected to the internet and has only one email address?  A solid email server also does not allow itself to be inundated by any and everything, nor does a solid mind do the same.</p>
<p>If you think about the volume of spam (even the spam from real companies that you signed up for), most of our email is spam.  The good emails are only 5% of what is really trying to get into our in-box.  Likewise the voice of God is like a whisper among all the noise.  Its not that He can&#8217;t speak up or mass email everything on a group mailing list, its that He chooses not to because He&#8217;s a classy kind of being.  His word does not go out void and he doesn&#8217;t need to &#8220;reply to all&#8221; because he is interested in direct communication with you.</p>
<p>Another point to ponder What if Satan were like an internet meme, and the only power and existence (maybe) he has is in feeding off the attention of human beings.  Potentially is ultimate death then is when human beings stop giving him any attention and focus all that attention on the awesome beauty of God.  Satan is also like a hacker.  The original hacker.  In the past I assume that he in effect tried to get root user access and take over control of heaven from The Man.  However it was impossible for him to do so, and The Man cast him out of Heaven.  Satan (I always want to type Stana) has some access to their world (although he is limited).  He can tempt people, but cannot hack the fabric of this universe like he probably wants to.</p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2012/satan-as-a-spammer-and-hacker/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Additional Bible Visualizations</title>
		<link>http://jesusdata.com/2011/additional-bible-visualizations/</link>
		<comments>http://jesusdata.com/2011/additional-bible-visualizations/#comments</comments>
		<pubDate>Sun, 18 Dec 2011 19:46:04 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Bible]]></category>
		<category><![CDATA[Text Analysis]]></category>
		<category><![CDATA[Visualization]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=103</guid>
		<description><![CDATA[I always keep an eye out for visualizations, and here is a visualization describing how people share passages in the Bible. The left axis shows the number of verses shared (log-axis), naturally it would appear the people mostly share one &#8230; <a href="http://jesusdata.com/2011/additional-bible-visualizations/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>I always keep an eye out for visualizations, and here is a visualization describing how <a href="http://www.biblegateway.com/blog/2011/08/how-people-share-the-bible-verses-vs-read-the-bible-chapters/">people share passages</a> in the Bible.</p>
<p>The left axis shows the number of verses shared (log-axis), naturally it would appear the people mostly share one verse.  The bottom axis shows what verse of the bible was used (I assume its all in verse order).</p>
<p><a href="http://bg3-blog.s3.amazonaws.com/blog/wp-content/uploads/2011/08/passage-social-full.png"><img class="alignnone size-full wp-image-143" title="passage-social-small" src="http://jesusdata.com/wp-content/uploads/2011/12/passage-social-small.png" alt="" width="500" height="366" /></a></p>
<p>Very cool how Psalms has a big spike of (~6) verses shared.</p>
<p><a href="http://www.biblegateway.com/blog/2011/08/how-people-share-the-bible-verses-vs-read-the-bible-chapters/">http://www.biblegateway.com/blog/2011/08/how-people-share-the-bible-verses-vs-read-the-bible-chapters/</a></p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/additional-bible-visualizations/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>The nature of some trickery</title>
		<link>http://jesusdata.com/2011/the-nature-of-some-trickery/</link>
		<comments>http://jesusdata.com/2011/the-nature-of-some-trickery/#comments</comments>
		<pubDate>Sun, 18 Dec 2011 19:35:59 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[sin]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=119</guid>
		<description><![CDATA[I have been pondering off and on about this passage from Mere Christianity: He always sends errors into the world in pairs-pairs of opposites. And he always encourages us to spend a lot of time thinking which is the worse. &#8230; <a href="http://jesusdata.com/2011/the-nature-of-some-trickery/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>I have been pondering off and on about this passage from Mere Christianity:</p>
<pre>He always  sends  errors into  the  world in pairs-pairs of
opposites. And he always encourages us to spend a lot of time thinking
which is the worse. You see why, of course? He relies on your extra
dislike of the one  error to draw you gradually into the opposite one.
But do not let us be fooled. We have to keep our eyes on the goal and
go straight through between both errors. We have no other concern than
that with either of them.</pre>
<p>I have been thinking that as we grow in Christ-likeness that the Devil uses more subtle means to deceive us and eventually reverse our direction towards Christl-ikeness.  I feel as though it looks something like this image:</p>
<p><a href="http://jesusdata.com/wp-content/uploads/2011/12/NatureOfDeception1.jpg"><img class="alignnone size-full wp-image-139" title="NatureOfDeception" src="http://jesusdata.com/wp-content/uploads/2011/12/NatureOfDeception1.jpg" alt="" width="481" height="289" /></a></p>
<p>What if at some point, when we get to heaven will will reach, (rather we will be giving) Christ-like &#8216;singularity&#8217; where we will be perfected and immune to sins of the left or the right.</p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/the-nature-of-some-trickery/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Is Our DNA is a Unique ID in the Database of Heaven?</title>
		<link>http://jesusdata.com/2011/is-our-dna-is-a-unique-id-in-the-database-of-heaven/</link>
		<comments>http://jesusdata.com/2011/is-our-dna-is-a-unique-id-in-the-database-of-heaven/#comments</comments>
		<pubDate>Wed, 07 Dec 2011 23:54:34 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[DNA]]></category>
		<category><![CDATA[Genetics]]></category>
		<category><![CDATA[informaiton]]></category>
		<category><![CDATA[Keys]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=101</guid>
		<description><![CDATA[Recently I read this article and was struck by one of the quotes.  &#8220;It&#8217;s my data&#8221; say Sharon Terry, the CEO Genetic Alliance.  So I got to thinking that each person has a unique ID in their DNA and how &#8230; <a href="http://jesusdata.com/2011/is-our-dna-is-a-unique-id-in-the-database-of-heaven/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Recently I read <a href="http://online.wsj.com/article/SB10001424052970204621904577014330551132036.html">this article</a> and was struck by one of the quotes.  &#8220;It&#8217;s my data&#8221; say Sharon Terry, the CEO Genetic Alliance.  So I got to thinking that each person has a unique ID in their DNA and how tables in databases also have unique keys.  What if the Database of Heaven used our DNA as its unique ID.  For each new person that arrived on earth, it would made sense to create a new unique ID from combination of the two unique ID&#8217;s that begot that person.  I mean maybe Angel of Data in Heaven could just makes a unique numeric ID that was increased from previously used number.  Adam being 1, Eve being 2, etc.etc.  This would make some sense except for people who were conceived a the same time.  The moment that DNA combines is like a new entry into the database of Heaven and that unique key can not be used again.  This would be a rationally way of maybe convincing some that life begins at conception.  Every time an embryo undergoes artificial or natural splitting for a twin then a new ID is created each time because a new viable life has been formed!.  (&#8220;But wait! what about Identical twins?&#8221; Okay I didn&#8217;t have that on my mind when I originally thought about this, but maybe God throws on another identifier somewhere in the key, like mass, or some SequenceID field.)</p>
<p>I love that at times I get to zoom into a single row of data and at other times I zoom out and look at the entire grandeur of my whole table, and then the whole database.  Each thing is thrilling.  Sometimes I have to attend to a few rows of data and help them out by correcting something that erred.  Other times I am crunching the entire database and visualizing what millions of interactions produces.  Sometimes I look and person XXXXX-XXXX-XX and think &#8220;you don&#8217;t realize this, but I&#8217;m making some update to your record, which at times is a really mundane task, but it makes sure your data flies through the database without kicking back errors so you can go on with your life.&#8221;</p>
<p>The point of this post is offering up an explanation of the sacredness of life and the importance of each person.  Of course this is all from the perspective of a data nerd pondering verses in the Bible such as these:<br />
<a href="http://bible.cc/psalms/139-13.htm" target="_blank"><em>&#8220;For you created my inmost being; you knit me together in my mother&#8217;s womb.&#8221;</em></a><br />
<em><a href="http://bible.cc/jeremiah/1-5.htm" target="_blank">&#8220;Before I formed you in the womb I knew you, before you were born I set you apart; I appointed you as a prophet to the nations.&#8221;  </a></em></p>
<p>Of course the second verse harkens to something that indicates that maybe the ID&#8217;s already exist and are predestined&#8230; but more on that later.<em><a href="http://bible.cc/jeremiah/1-5.htm" target="_blank"><br />
</a></em></p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/is-our-dna-is-a-unique-id-in-the-database-of-heaven/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Faith, Hope, and Love</title>
		<link>http://jesusdata.com/2011/faith-hope-and-love/</link>
		<comments>http://jesusdata.com/2011/faith-hope-and-love/#comments</comments>
		<pubDate>Tue, 06 Dec 2011 03:43:02 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Physics]]></category>
		<category><![CDATA[Dimensions]]></category>
		<category><![CDATA[Faith]]></category>
		<category><![CDATA[Hope]]></category>
		<category><![CDATA[Love]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=62</guid>
		<description><![CDATA[What if Faith, Hope, and Love are the extra dimensions that God exists in and those dimensions become visible and perceptible in Heaven.  Imagine that the Trinity in their full revelation is a 7 dimensional figure and the only way &#8230; <a href="http://jesusdata.com/2011/faith-hope-and-love/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>What if Faith, Hope, and Love are the extra dimensions that God exists in and those dimensions become visible and perceptible in Heaven.  Imagine that the Trinity in their full revelation is a 7 dimensional figure and the only way to perceive them is to develop an understanding of all the extra dimensions.  The inability to perceive those dimensions would render a person unable to participate in the fullness of Heaven.  An undeveloped sense of Faith, Hope, and Love, would prevent the mind from being able to picture a concept of Heaven at all.  Imagine for a moment that Heaven is like our four dimensional world, and Hell has no concept of three of the dimensions. Then the entire contents of Hell would be a single point in a brief fraction of time.  In the infinite space and time we as Citizens of Heaven would get to enjoy, those in Hell would pass by without a thought or worry. They would be unable to influence our enjoyment of Joy.  Those in Hell also could not perceive the fullness of Heaven either.  Imagine that to visualize Heaven you would need a dedicated 256 GB dedicated Graphics Processing Unit but you&#8217;re only rocking an old VGA card build into the motherboard with only 256 KB Video RAM from the mid 90s.  What you have just wouldn&#8217;t be able to display anything.  I would ask that if you want to investigate this concept further then read the Great Divorce by CS Lewis.  It is an attempt to capture the situation of Heaven and the inability of those in hell to perceive it.</p>
<p>One might ask though, what about the fallen angels?  They had a concept of the Holy One and were able to perceive Him, and then fell from grace.  How did they then lose the ability to understand those other dimensions.  I believe that the fallen one tried to supplant God&#8217;s glory with his own and I suppose that instead of developing the dimensions Faith, Hope, and Love the devil instead tried to establish that Skepticism, Doubt, and Hate were dimensions that were of equal footing.  Ultimately the three negative dimensions were actually found to be nonexistent by the Devil and he was expelled.  A study of physics will show that coldness is an absence of heat, darkness is just an absence of light (<em>which is equivalent to the previous statement because both are part of the <a href="http://en.wikipedia.org/wiki/Electromagnetic_spectrum" target="_blank">electromagnetic spectrum</a></em>), vacuum the absence of matter, silence is an absence of sound etc.  Likewise instead of being full dimensions of their own full weight, Skepticism is an absence of Faith; Doubt is an absence of Hope; and Hate is also just an absence of Love.  So these negative dimensions cannot exist on their own and are nothing in their own right.</p>
<p>No one is sent to Hell, they choose it. I hope this post gives you some idea as to the possible Physics of Heaven and that there might be ways we cannot imagine that precludes someone from being able to be Rendered into the New Heaven and the New Earth and prevent someone from being able to interact with it.</p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/faith-hope-and-love/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Bible Sentiment Analysis</title>
		<link>http://jesusdata.com/2011/bible-sentiment-analysis/</link>
		<comments>http://jesusdata.com/2011/bible-sentiment-analysis/#comments</comments>
		<pubDate>Sat, 03 Dec 2011 13:35:11 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Bible]]></category>
		<category><![CDATA[Data Visualization]]></category>
		<category><![CDATA[Text Analysis]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=87</guid>
		<description><![CDATA[I will from time to time post other links from websites that I think are relevant to &#8220;Jesus&#8221; and &#8220;Data&#8221;. I have read over some of the fine print and yes it would appear that some of the passages might &#8230; <a href="http://jesusdata.com/2011/bible-sentiment-analysis/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>I will from time to time post other links from websites that I think are relevant to &#8220;Jesus&#8221; and &#8220;Data&#8221;. I have read over some of the fine print and yes it would appear that some of the passages might not be truly &#8216;negative&#8217; at times.</p>
<p>Below is the chronological display of the bible  brought to you by <a href="http://www.openbible.info/blog/2011/10/applying-sentiment-analysis-to-the-bible/" target="_blank">OpenBible.info</a>.  Their website&#8217;s content is fantastic.  Please check out many of their other pages.</p>
<p><a href="http://www.openbible.info/blog/2011/10/applying-sentiment-analysis-to-the-bible/"><img src="data:image/png;base64,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" alt="" width="528" height="528" /></a></p>
<p><a href="http://en.wikipedia.org/wiki/Sentiment_analysis" target="_blank">Sentiment analysis</a> basically tries to algorithmically determine if a section of text is &#8220;good&#8221; or &#8220;bad.&#8221;  According to Wikipedia, It&#8217;s also called &#8220;opinion mining&#8221; which I like the sound of that a little better, probably because I can actually spell &#8220;opinion&#8221; whereas I always get a wavy red line when I try to spell &#8220;sentiment.&#8221;</p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/bible-sentiment-analysis/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Emergent Phenomenom and New Jerusalem</title>
		<link>http://jesusdata.com/2011/emergent-phenomenom-and-new-jerusalem/</link>
		<comments>http://jesusdata.com/2011/emergent-phenomenom-and-new-jerusalem/#comments</comments>
		<pubDate>Thu, 01 Dec 2011 00:50:20 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Future]]></category>
		<category><![CDATA[complexity science]]></category>
		<category><![CDATA[data]]></category>
		<category><![CDATA[emergence]]></category>
		<category><![CDATA[self organization]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=60</guid>
		<description><![CDATA[There are also some people out there in our crazy world of ours, who think that gravity is just a normal fundamental phenomenon.  A law of nature written into the world that is special.  Then there are other weird people &#8230; <a href="http://jesusdata.com/2011/emergent-phenomenom-and-new-jerusalem/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>There are also some people out there in our crazy world of ours, who think that gravity is just a normal fundamental phenomenon.  A law of nature written into the world that is special.  Then there are other weird people (physicists, or maybe he&#8217;s just a potential huckster trying to sell books) who make some bold claims that the law of <a title="gravity arises from the simple interactions" href="http://en.wikipedia.org/wiki/Gravity_as_an_entropic_force" target="_blank">gravity arises from the simple interactions</a> of billions of particles (entropic gravity).  Naturally there are detractors to this second new-fangled theory.  I mean, no one goes up against 300 years of teaching and Sir Issac &#8220;Inventor of Freaking Calculus&#8221; Newton and gets away with it.  I mean the guy INVENTED Calculus!  But to me, as a data-nerd, this idea seems very plausible and simple.  If I am looking in the right place, then (hopefully) a relationship emerges from a number of simple data points and people who had no relationship between them.  Its like if I had the data on trillions of atoms, I could probably derive a significant relationship between the atoms and discover gravity.  (<em>That&#8217;s of course way short of a Law, I don&#8217;t get paid to ponder Laws, all I can offer is rules of thumb and statistical significance.  Actually now that I think of it, as a data cruncher, do I really care how gravity works? Or do I just care that it does work and keeps working&#8230; hmm anyways I digress</em>)</p>
<p>In other realms of <a title="science" href="http://en.wikipedia.org/wiki/Complexity_science" target="_blank">science</a>, there exists a central notion that complex structures are not &#8216;planned&#8217; (from our perspective) but emerge from the <a title="Emergent Phenomenom" href="http://en.wikipedia.org/wiki/Emergent_phenomenon" target="_blank">interactions of</a> simple things.  Like ant hills and <a title="termite mounds" href="https://www.google.com/search?q=termite+mound&amp;hl=en&amp;client=firefox-a&amp;hs=RmF&amp;rls=org.mozilla:en-US:official&amp;prmd=imvns&amp;tbm=isch&amp;tbo=u&amp;source=univ&amp;sa=X&amp;ei=eMPWTsr7M4m4twfHrcWeCA&amp;ved=0CDEQsAQ&amp;biw=1432&amp;bih=742" target="_blank">termite mounds</a>.  The science of Economics is a huge believer in self-organization and the invisible hand (I&#8217;m not going to entertain some drugged-out Occupy Wall Streeter&#8217;s asinine comments to the tune of &#8220;<em>but look where laissez-faire and supply and demand has got us</em>!&#8221;  I&#8217;m not talking about the crappy state-corptatorship / crony-capitalism we have in this country, I&#8217;m talking about old-school liberty we used to have that we haven&#8217;t seen in ages).  Some even propose that life is just an emergent phenomenon that is the result of chemicals involved in a self-organizing loops.  Another idea out there is that our consciousness is an emergent result of the interactions of ~100 billion neurons. To me, there appears to be a force in the Universe that forces things to transform into better things, and then build more abstract features on top of the interactions of the things underneath.  Maybe this is the way God works to create form and focus in the Universe.  Some of these super-structures might not be understandable for the things that go into making up the structure.  Does an ant know why it does it&#8217;s one task, but the ants still manage to build an anthill.  Similar to <a title="Isaiah" href="http://bible.cc/isaiah/29-16.htm" target="_blank">Isaiah </a>which says &#8216;<em>Can the pot say of the potter, &#8220;He knows nothing&#8221;?</em>&#8216;  An additional thought I&#8217;ve had is that the Bible itself is possibly an emergent phenomena that arises out of numerous authors based on the interactions of hundreds of thousands of people chosen by God for a purpose.</p>
<p>So when I take what I have learned from complex structures and I read a passage like &#8220;<a title="No eye has seen, no ear has heard, no mind has conceived what God has prepared for those who love him" href="http://bible.cc/1_corinthians/2-9.htm" target="_blank">No eye has seen, no ear has heard, no mind has conceived what God has prepared for those who love him</a>&#8221; I fully believe such a claim and it makes sense to me. We can&#8217;t understand all the emergent phenomena that emerge from human interactions right now, let alone when we are purified by Christ in the New Heaven and New Earth.  There are additional things that will likely emerge from the interactions of billions of purified minds.</p>
<p>The book of Revelation talks about a number of crazy topics and one of the chapters I really enjoy is the 21st chapter.  Specifically I like this verse &#8220;<a title="New Jerusalem" href="http://bible.cc/revelation/21-2.htm" target="_blank">I saw the Holy City, the new Jerusalem, coming down out of heaven from God, prepared as a bride beautifully dressed for her husband</a>.&#8221;  The New Jerusalem to me sounds like some sort of emergent multidimensional super structure which might be an outcome from the interaction of billions of Christians.  To me, as a data nerd who studies people, I am curious about what patterns would emerge from all those people in one place.  What is additionally cool and will really melt your brain is the way it is described as a bride.  A bride is obviously intelligent-being, since a bride has to give her consent to be married.  Could that then indicate that maybe the purified Church might bring forth a new super-consciousness? Might it also be the case that Christ and his Bride will then bring forth some new form of unimagined life?</p>
<p>Just something to ponder.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/emergent-phenomenom-and-new-jerusalem/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Saving yourself is a laughable proposition you minute peon!</title>
		<link>http://jesusdata.com/2011/saving-yourself-is-a-laughable-proposition-you-minute-peon/</link>
		<comments>http://jesusdata.com/2011/saving-yourself-is-a-laughable-proposition-you-minute-peon/#comments</comments>
		<pubDate>Sun, 27 Nov 2011 19:09:49 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[proverbs]]></category>
		<category><![CDATA[wisdom]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=26</guid>
		<description><![CDATA[Saving yourself is a laughable proposition from God’s perspective.  You are a powerless peon. So lets say I’ve crafted a Simverse (simulated universe) and populated it with some Sim-peons I could boss around.  They are cool to look at and &#8230; <a href="http://jesusdata.com/2011/saving-yourself-is-a-laughable-proposition-you-minute-peon/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p><em>Saving yourself is a laughable proposition from God’s perspective.  You are a powerless peon.</em></p>
<p>So lets say I’ve crafted a Simverse (simulated universe) and populated it with some Sim-peons I could boss around.  They are cool to look at and all, and they make some cool art and maybe some pretty songs, but these peons could not do anything that could substantially affect the dimension I live in.  Yes, they reside on a computer and take up disk space, but I want them to exist, and they are still doing my will and they exist only through my sole decision to create them and my continued decision to let them exist.  Since matter is neither created nor destroyed (in our dimension) they are not really affecting my world, other than what I allow them to. I want to simulate life and I wanted to create a computer and etc.etc.etc.  These simulated-peons obviously could not do anything to me physically (no I haven’t installed a <a title="USB foamed rocket shooter" href="http://www.thinkgeek.com/geektoys/warfare/8a0f/">USB nerf shooter</a> with a camera and taught them how to operate it) and they would have no real way of forcing a change in my world or forcing my hand.  I could just pause them for an indefinite amount of time and just go and play Starcraft 2 and then come back at my leisure.  It would be relatively easy to go about my life and they would have no impact on it (they would be on my mind though)</p>
<p>As the world that simulated you will come to an <a title="end" href="http://en.wikipedia.org/wiki/Big_Rip" target="_blank">end</a>, there are only a few real ways to save yourself from my simulated world.</p>
<p>A) Hacking: <em>&#8220;I&#8217;m so good that I could hack into the root user of your computer and upload myself into their physical dimension, preferably into a huge robot, and then I could take over your dimension and make you, my creator, do what I wanted!”</em>  Great, but what if you happened to upload yourself into a Roomba and you had to vacuum my house? (Thanks!) I mean yeah it ‘could’ happen, but:</p>
<ul>
<li>1) Since you don’t know English, nor have you ever seen a menu, you have no idea what to actually do.</li>
<li>2) There are no huge robots lying around my house.</li>
<li>3) There&#8217;s a change log so I could undo everything.</li>
<li>4) the PW is biometric (you would need to have my physical finger to upload yourself into this world to force me to use my finger to upload you etc. etc. ad infinitum).</li>
<li>5) Any feeble minded reader to this humble blog could discover a few simple additional ways that this could be stopped.</li>
</ul>
<p>B) Self-Uploading: I put a magic button somewhere in your mind, and if you meditate long enough you can press it.  More about this in a later post, as we will touch off a likely flame-war of <a title="Calvinism vs Arminianism" href="http://www.cafepress.com/+calvinism_front_arminianism_back_mug,112335260" target="_blank">Calvinism vs Arminianism</a></p>
<p>C) Works: Similar to the first, as your salvation is in your hands. You&#8217;ve won my favor by being such a perfect person (a la Ned Flanders) and your works are sufficient to force my hand.  I will also handle this in another post but essentially maybe I&#8217;ve made a IF THEN statement to the tune of:</p>
<p><code>IF (GoodnessUnits &gt; GoodnessThreshold)<br />
THEN Simpeon.uploadFlag = True;</code></p>
<p>So as you can see, if you accept the premise that this world is a simulation, there are only a few limited ways to save yourself (note that I have not touched on the topic of a creator selecting those whom he desires to save, this is strictly trying to cover self-salvation).  Given that this world we live in might be a simulation, then its fairly clear to see that you really don&#8217;t have much power to save yourself.</p>
<p>The purpose of this post is to get people on the correct path of thinking.  I heard a song with the lyrics <em>&#8220;<a title="Son Fear is the heart of love" href="http://www.lyricstime.com/death-cab-for-cutie-i-will-follow-you-into-the-dark-lyrics.html" target="_blank">Son fear is the heart of love</a>&#8220;</em>, which is the wrong interpretation of a passage (note that I am not disparaging that author&#8217;s experience, he probably did hear that from someone in charge). The passages says <em>&#8220;The fear of the <strong>LORD</strong> is the beginning of wisdom: and the knowledge of the holy is understanding.&#8221;</em> (<a title="Proverbs 9:10" href="http://bible.cc/proverbs/9-10.htm" target="_blank">Proverbs 9:10</a>). A similar thought is also echoed in <a title="Psalm 111:10" href="http://bible.cc/psalms/111-10.htm" target="_blank">Psalm 111:10</a>.  So when a simulated peon realizes that they could be simply deleted, and cannot force the hand of the creator, then they begin to understand the nature of the simulated world that I put them in.  It would be a lie to tell them something else and would not help them understand the true nature of their world or mine.  Fear in this case should not be construed with a terror or a slavish fear of retaliation, it is a fear of respect.  When I go out hiking I have a healthy respect for powers beyond me but I don&#8217;t have a terror of the woods.  If I had a terror of the woods I would never explore it.  Likewise this is a similar reverential fear.</p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/saving-yourself-is-a-laughable-proposition-you-minute-peon/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>The Universe is a simulation, and algorithms are the very Word of God</title>
		<link>http://jesusdata.com/2011/the-universe-is-a-simulation-and-algorithms-are-the-very-word-of-god/</link>
		<comments>http://jesusdata.com/2011/the-universe-is-a-simulation-and-algorithms-are-the-very-word-of-god/#comments</comments>
		<pubDate>Sat, 19 Nov 2011 21:02:43 +0000</pubDate>
		<dc:creator>krislikesmath</dc:creator>
				<category><![CDATA[Creation]]></category>
		<category><![CDATA[Algorithms]]></category>
		<category><![CDATA[Big Bang]]></category>

		<guid isPermaLink="false">http://jesusdata.com/?p=6</guid>
		<description><![CDATA[Lets say I’m some hugely intelligent super-datamancer (not a hard thing to imagine) and I one day decide to create a simulated ‘universe.’  Now I could take what’s already around me, and use their outward forms to simulate in this &#8230; <a href="http://jesusdata.com/2011/the-universe-is-a-simulation-and-algorithms-are-the-very-word-of-god/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Lets say I’m some hugely intelligent super-datamancer (not a hard thing to imagine) and I one day decide to create a simulated ‘universe.’  Now I could take what’s already around me, and use their outward forms to simulate in this sub-dimension things similar to what I already see.  I could take the underlying rules of this dimension and simulate them in my computer.  Or I could just think of new things (create) that are not possible in my world and bring them to life in another world that I designed.  Probably I would use a combination of those things.</p>
<p>I’d probably start by developing some algorithm to populate the Simverse in a few fairly predictable ways.  Lets say I  have a two dimensional world, a basic formula or algorithm I could use is say “<a title="abs(sqrt(x))" href="http://www.wolframalpha.com/input/?i=abs%28sqrt%28x%29%29" target="_blank">abs(sqrt(x))</a>”  Now this algorithm is based on math, and everyone knows math represents a universal language.   So even the most peon-minded readers of this humble blog must admit that this very algorithm is essentially a language, the very words of its creator, and that these words spoke something into existence.  Lets say I create a more complicated graph, but still very simple to implement:  <a href="http://en.wikipedia.org/wiki/Mandelbrot_set">http://en.wikipedia.org/wiki/Mandelbrot_set</a></p>
<p>This would not be a hard thing to imagine, I mean I’ve made various computer programs to process tons of data, using a variety of algorithms to make a choice.  When I was a younger-data nerd I have crafted a simulated Earths (<a title="SimEarth!" href="http://en.wikipedia.org/wiki/SimEarth" target="_blank">SimEarth!</a>) full of artificial life.  These e-creatures could be paused, sped-up, squished, moved, downloaded, saved, backed-up, transferred, etc.etc.  The more complicated algorithms in the program were fairly simple to implement, I mean I was running it on a 386.  It wasn’t that complicated to ‘speak’ a world into existence and run it on a simple machine.</p>
<p>Ultimately when I read the passages of the Bible, it doesn’t seem impossible or even improbable that this Universe was spoken into existence.  Taken Genesis 3 (NIV):  ‘And God said, “Let there be light,” and there was light.”’  This clearly describes a data-nerd creating a situation in which he turns a simulation on and originally populates it with energy.  The Bible might as well said (this is CreationPseduo Code by the way):</p>
<pre><code>void CREATE (
 Universe ThreeD[ ][ ][ ] = new Universe[x][y][z];  //create Universe object
 int t = 1; // smallest unit of time // <a title="plank time" href="http://en.wikipedia.org/wiki/Plank_time">plank time</a> of course.
 initialE = 10^x; // initial energy deposited into our world
 While t &lt;= MaxTime (
 /* exponential inflation and all of physics,
 which I’m not going to even attempt to code here */
 ) // end while loop
 )// end creation</code></pre>
<p>I mean, its not like God could have explained that any better to a bunch of scruff-looking nerf herders in the desert.  Showing them the code He used to create the world would have been utterly incomprehensible then, and likely just as unknowable now.  God phrasing creation as ‘speaking’ the Universe into existence makes sense then and now.</p>
<p>Here is another passage that I think highlights what I’m trying to say, and it comes from Hewbrews 11:3 “ By faith we understand that the universe was created by the word of God, so that what is seen was not made out of things that are visible.”  Again, the word of God, (aka algorithms which are not ‘visible’ per se), brings something into sight.  Another passage I really enjoy comes from John 1.  “1 In the beginning was the Word, and the Word was with God, and the Word was God. 2 He was with God in the beginning. 3 Through him all things were made; without him nothing was made that has been made. 4 In him was life, and that life was the light of all mankind. “ … and later&#8230; “The Word became flesh and made his dwelling among us.”</p>
<p dir="ltr">It is not shocking or improbable for me to have faith that Words can bring forth life.</p>
]]></content:encoded>
			<wfw:commentRss>http://jesusdata.com/2011/the-universe-is-a-simulation-and-algorithms-are-the-very-word-of-god/feed/</wfw:commentRss>
		<slash:comments>1</slash:comments>
		</item>
	</channel>
</rss>

