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		<title>Thousands of industrial internet devices found to be vulnerable</title>
		<link>http://nitinbadjatia.com/2013/04/30/thousands-of-industrial-internet-devices-found-to-be-vulnerable/</link>
		<comments>http://nitinbadjatia.com/2013/04/30/thousands-of-industrial-internet-devices-found-to-be-vulnerable/#comments</comments>
		<pubDate>Tue, 30 Apr 2013 08:33:27 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Research]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[enterprise]]></category>
		<category><![CDATA[networks]]></category>
		<category><![CDATA[privacy]]></category>
		<category><![CDATA[research]]></category>
		<category><![CDATA[security]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1204</guid>
		<description><![CDATA[Moore’s census involved regularly sending simple, automated messages to each one of the 3.7 billion IP addresses assigned to devices connected to the Internet around the world (Google, in contrast, collects information offered publicly by websites). Many of the two terabytes (2,000 gigabytes) worth of replies Moore received from 310 million IPs indicated that they [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1204&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<figure class="quote">
<blockquote>
<p>Moore’s census involved regularly sending simple, automated messages to each one of the 3.7 billion IP addresses assigned to devices connected to the Internet around the world (Google, in contrast, collects information offered publicly by websites). Many of the two terabytes (2,000 gigabytes) worth of replies Moore received from 310 million IPs indicated that they came from devices vulnerable to well-known flaws, or configured in a way that could to let anyone take control of them.</p>
<p>On Tuesday, Moore published results on a particularly troubling segment of those vulnerable devices: ones that appear to be used for business and industrial systems. Over 114,000 of those control connections were logged as being on the Internet with known security flaws. Many could be accessed using default passwords and 13,000 offered direct access through a command prompt without a password at all.</p>
</blockquote>
</figure>
<p>via <a href="http://www.technologyreview.com/news/514066/what-happened-when-one-man-pinged-the-whole-internet/">Pinging the Whole Internet Reveals Unsecured Backdoors That Could Tempt Hackers and Cyber Criminals | MIT Technology Review</a>.</p>
<p>Read the whole thing.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/research/'>Research</a>, <a href='http://nitinbadjatia.com/category/technology/'>Technology</a> Tagged: <a href='http://nitinbadjatia.com/tag/enterprise/'>enterprise</a>, <a href='http://nitinbadjatia.com/tag/networks/'>networks</a>, <a href='http://nitinbadjatia.com/tag/privacy/'>privacy</a>, <a href='http://nitinbadjatia.com/tag/research-2/'>research</a>, <a href='http://nitinbadjatia.com/tag/security/'>security</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1204/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1204/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1204/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1204/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1204/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1204/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1204/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1204/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1204/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1204/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1204/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1204/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1204&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>The corroding value of the internet cookie, and an opportunity to shape a new market</title>
		<link>http://nitinbadjatia.com/2013/04/29/the-corroding-value-of-the-internet-cookie/</link>
		<comments>http://nitinbadjatia.com/2013/04/29/the-corroding-value-of-the-internet-cookie/#comments</comments>
		<pubDate>Mon, 29 Apr 2013 18:41:28 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Customer Commons]]></category>
		<category><![CDATA[Customer experience]]></category>
		<category><![CDATA[VRM]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[browser cookies]]></category>
		<category><![CDATA[customer experience]]></category>
		<category><![CDATA[CX]]></category>
		<category><![CDATA[ecommerce]]></category>
		<category><![CDATA[privacy]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1188</guid>
		<description><![CDATA[Several years ago, I first heard Doc Searls make an amusing comment about one of the basic elements of the internet universe, the browser cookie.  With full credit to Phil Windley, Doc&#8217;s historical summary of ecommerce (and much of the modern internet) went like this: A brief history of ecommerce can be summarized as this- [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1188&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Several years ago, I first heard <a href="http://blogs.law.harvard.edu/doc/2010/07/09/context-is-king/">Doc Searls</a> make an amusing comment about one of the basic elements of the internet universe, the browser cookie.  With full credit to <a href="http://www.windley.com/">Phil Windley</a>, Doc&#8217;s historical summary of ecommerce (and much of the modern internet) went like this:</p>
<blockquote><p>A brief history of ecommerce can be summarized as this- 1995: The invention of the cookie. The end.</p></blockquote>
<p>The browser cookie has reigned supreme for nearly two decades.  It has given rise to marketing empires like Double-Click (Google), Omniture, and nearly every imaginable advertising network of the modern web.  Cookies also provide context beyond ecommerce, since they help sites fine-tune the user experience and reduce friction for end users.</p>
<p>Cookies have become so pervasive that a contextualized web with out them would not be possible.  They&#8217;ve also extended well beyond context, as most cookies now actively track internet users, often without explicit permission.  With that backdrop, it&#8217;s hard to imagine that this atomic element of today&#8217;s web may soon fade away.</p>
<p>Perhaps because of how pervasive it is, and how invasive it is to personal privacy, the browser cookie is now under assault on many fronts.  The Europeans have taken to <a href="http://www.aboutcookies.org/default.aspx?page=3">legislation</a> as the primary vehicle to act against personal tracking technologies like cookies, Microsoft has gone as far as to &#8216;<a href="http://adage.com/article/digital/microsoft-s-default-track/238393/">default</a>&#8216; a do-not-track feature with their latest version of Internet Explorer, and there are at least a dozen such plugins for Firefox and Chrome.  Some ad-tech experts are actually predicting the complete collapse of the browser cookie in five years:</p>
<blockquote><p>Five years at the most.</p>
<p>At my former company, my peers were the people who created cookies. We didn&#8217;t create them for this. It&#8217;s a very weak computing mechanism. It&#8217;s flawed, invasive, it&#8217;s got privacy issues, it&#8217;s going to go.</p>
<p>I think it will take five years to kill it. At that point, it&#8217;ll be like birds chirping and flowers blooming because we&#8217;ll find some kind of value proposition that allows consumers to trust us and opt into personalization. I term it, tailor don&#8217;t target.</p>
<p>via -<em> <a href="http://www.adexchanger.com/data-exchanges/the-cookie-has-five-years-left-says-merkles-paul-cimino/">The cookie has five years left says Merkle&#8217;s Paul Cimino</a> | Ad Exchanger</em></p></blockquote>
<p>It&#8217;s no surprise that ad-tech professionals see a paradigm shift away from cookies, but that shift isn&#8217;t being driven by a direct attack on the technology.  I can&#8217;t imagine that the &#8216;average&#8217; internet user is proactively installing browser plugins to block cookies, so there has to be another reason why cookie usage has dropped precipitously.  At a prior point in the same blog post, Cimino reveals:</p>
<blockquote><p>The second main reason is that non-cookieable devices – phones and iPads, Kindles and the like – are generating traffic somewhere between 35% and 40% of our overall traffic. So 35-40% of traffic is not from computers.</p></blockquote>
<p>Consumer behavior has shifted away, which is forcing a shift away from cookies.  Although this might seem as a &#8216;win&#8217; for privacy,  the ad-tech world has figured out even more invasive ways to target consumers:</p>
<blockquote><p>I can&#8217;t cookie your iPhone or your Android phone. If you are at home or you go to the same place every day, I can see the IP and part of the user agent – enough information to reasonably identify you over and over and keep that good sync between the data – the first- and third-party data and the targeting opportunity that&#8217;s out there.</p></blockquote>
<p>The takeaway here is that, as we see the value of cookies corroding, the technological fabric that has woven the modern web has produced even more invasive methods to track individual behavior.  At the same time, legislation and technology to counteract tracking technology is focused on the old cookie paradigm.  While the new tracking systems are relatively new, perhaps there is a window of opportunity for consumers to help shape a more balanced framework.</p>
<p>It is this balanced framework, that we are focusing on developing at <a href="http://customercommons.org/about-us/">Customer Commons</a>:</p>
<blockquote><p>Customer Commons holds a vision of the customer as an independent actor who retains autonomous control over his or her personal data, desires and intentions.  In this vision, each of us will act as the optimal point of integration and origination for data about us. Customers must be able to share their data and intentions selectively and voluntarily. Individuals must also be able to know exactly what information is being held about them by those who gather it, by whatever means. To achieve this, customers must be able to assert their own terms of engagement, in ways that are both practical and easy to understand for all sides.</p></blockquote>
<p>I encourage you to join the conversation at Customer Commons.  Additionally, I will be devoting more time writing about how customer engagement in a modern marketplace will be significantly different, and how we call all help to shape that future, and more free, market.</p>
<p>If you are in the bay area during the week of May 6th, 2013, please consider joining the <a href="http://www.eventbrite.com/event/6457036169">Customer Commons Salon</a> that Monday evening.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/vrm/customer-commons/'>Customer Commons</a>, <a href='http://nitinbadjatia.com/category/customer-experience-2/'>Customer experience</a>, <a href='http://nitinbadjatia.com/category/vrm/'>VRM</a> Tagged: <a href='http://nitinbadjatia.com/tag/big-data/'>big data</a>, <a href='http://nitinbadjatia.com/tag/browser-cookies/'>browser cookies</a>, <a href='http://nitinbadjatia.com/tag/customer-commons/'>Customer Commons</a>, <a href='http://nitinbadjatia.com/tag/customer-experience/'>customer experience</a>, <a href='http://nitinbadjatia.com/tag/cx/'>CX</a>, <a href='http://nitinbadjatia.com/tag/ecommerce/'>ecommerce</a>, <a href='http://nitinbadjatia.com/tag/privacy/'>privacy</a>, <a href='http://nitinbadjatia.com/tag/vrm/'>VRM</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1188/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1188/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1188/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1188/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1188/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1188/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1188/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1188/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1188/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1188/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1188/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1188/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1188&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>Google&#8217;s take on the customer journey</title>
		<link>http://nitinbadjatia.com/2013/04/29/googlecx/</link>
		<comments>http://nitinbadjatia.com/2013/04/29/googlecx/#comments</comments>
		<pubDate>Mon, 29 Apr 2013 14:40:55 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Customer experience]]></category>
		<category><![CDATA[CRM]]></category>
		<category><![CDATA[customer experience]]></category>
		<category><![CDATA[CX]]></category>
		<category><![CDATA[Google]]></category>
		<category><![CDATA[journey mapping]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1119</guid>
		<description><![CDATA[These days, the customer journey has grown more complex. Before making an online purchase decision, a customer may engage with your brand through many different media channels over several days. This tool helps you explore and understand the customer journey to improve your marketing programs. via The Customer Journey to Online Purchase – Think Insights [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1119&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<figure class="quote">
<blockquote>
<p>These days, the customer journey has grown more complex. Before making an online purchase decision, a customer may engage with your brand through many different media channels over several days. This tool helps you explore and understand the customer journey to improve your marketing programs.</p>
<p>via <a href="http://www.google.com/think/tools/customer-journey-to-online-purchase.html">The Customer Journey to Online Purchase – Think Insights – Google</a>.</p>
</blockquote>
</figure>
<p>There are several interactive charts on that post, all of which reveal some interesting characteristics on how customer interactions vary based on the channel of engagement, by industry and region.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/customer-experience-2/'>Customer experience</a> Tagged: <a href='http://nitinbadjatia.com/tag/crm/'>CRM</a>, <a href='http://nitinbadjatia.com/tag/customer-experience/'>customer experience</a>, <a href='http://nitinbadjatia.com/tag/cx/'>CX</a>, <a href='http://nitinbadjatia.com/tag/google/'>Google</a>, <a href='http://nitinbadjatia.com/tag/journey-mapping/'>journey mapping</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1119/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1119/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1119/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1119/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1119/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1119/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1119/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1119/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1119/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1119/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1119/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1119/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1119&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>Real progress in artifical intelligence</title>
		<link>http://nitinbadjatia.com/2013/04/28/real-progress-in-artifical-intelligence/</link>
		<comments>http://nitinbadjatia.com/2013/04/28/real-progress-in-artifical-intelligence/#comments</comments>
		<pubDate>Sun, 28 Apr 2013 07:10:08 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Knowledge Management]]></category>
		<category><![CDATA[Science]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[Google]]></category>
		<category><![CDATA[artificial intelligence]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1182</guid>
		<description><![CDATA[&#160; Finally, however, in the last decade ­Hinton and other researchers made some fundamental conceptual breakthroughs. In 2006, Hinton developed a more efficient way to teach individual layers of neurons. The first layer learns primitive features, like an edge in an image or the tiniest unit of speech sound. It does this by finding combinations [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1182&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>&nbsp;</p>
<figure class="quote">
<blockquote>
<p>Finally, however, in the last decade ­Hinton and other researchers made some fundamental conceptual breakthroughs. In 2006, Hinton developed a more efficient way to teach individual layers of neurons. The first layer learns primitive features, like an edge in an image or the tiniest unit of speech sound. It does this by finding combinations of digitized pixels or sound waves that occur more often than they should by chance. Once that layer accurately recognizes those features, they’re fed to the next layer, which trains itself to recognize more complex features, like a corner or a combination of speech sounds. The process is repeated in successive layers until the system can reliably recognize phonemes or objects.</p>
</blockquote>
</figure>
<p>via <a href="http://www.technologyreview.com/featuredstory/513696/deep-learning/">New Techniques from Google and Ray Kurzweil Are Taking Artificial Intelligence to Another Level | MIT Technology Review</a>.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/knowledge-management/'>Knowledge Management</a>, <a href='http://nitinbadjatia.com/category/science/'>Science</a>, <a href='http://nitinbadjatia.com/category/technology/'>Technology</a> Tagged: <a href='http://nitinbadjatia.com/tag/artificial-intelligence/'>artificial intelligence</a>, <a href='http://nitinbadjatia.com/tag/google/'>Google</a>, <a href='http://nitinbadjatia.com/tag/knowledge-management/'>Knowledge Management</a>, <a href='http://nitinbadjatia.com/tag/technology/'>Technology</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1182/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1182/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1182/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1182/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1182/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1182/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1182/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1182/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1182/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1182/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1182/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1182/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1182&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>One interesting theory on the origin of life</title>
		<link>http://nitinbadjatia.com/2013/04/16/one-interesting-theory-on-the-origin-of-life/</link>
		<comments>http://nitinbadjatia.com/2013/04/16/one-interesting-theory-on-the-origin-of-life/#comments</comments>
		<pubDate>Wed, 17 Apr 2013 05:28:28 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Science]]></category>
		<category><![CDATA[evolution]]></category>
		<category><![CDATA[life]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1065</guid>
		<description><![CDATA[As life has evolved, its complexity has increased exponentially, just like Moore’s law. Now geneticists have extrapolated this trend backwards and found that by this measure, life is older than the Earth itself. via Moore&#8217;s Law and the Origin of Life &#124; MIT Technology Review. Filed under: Science Tagged: evolution, life<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1065&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<figure class="quote">
<blockquote>
<p>As life has evolved, its complexity has increased exponentially, just like Moore’s law. Now geneticists have extrapolated this trend backwards and found that by this measure, life is older than the Earth itself.</p>
</blockquote>
</figure>
<p>via <a href="http://www.technologyreview.com/view/513781/moores-law-and-the-origin-of-life/">Moore&#8217;s Law and the Origin of Life | MIT Technology Review</a>.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/science/'>Science</a> Tagged: <a href='http://nitinbadjatia.com/tag/evolution/'>evolution</a>, <a href='http://nitinbadjatia.com/tag/life/'>life</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1065/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1065/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1065/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1065/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1065/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1065/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1065/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1065/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1065/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1065/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1065/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1065/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1065&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>A primer on probabilistic computing</title>
		<link>http://nitinbadjatia.com/2013/04/16/a-primer-on-probabilistic-computing/</link>
		<comments>http://nitinbadjatia.com/2013/04/16/a-primer-on-probabilistic-computing/#comments</comments>
		<pubDate>Wed, 17 Apr 2013 01:10:01 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Research]]></category>
		<category><![CDATA[DARPA]]></category>
		<category><![CDATA[probabilistic computing]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1082</guid>
		<description><![CDATA[Inference, particularly with large data sets, and disparate solution criteria, is one of the tougher challenges of current computing models.  Probabilistic computing may unlock an alternative approach to tackling complex problems by enabling systems to infer solutions that lie outside the current linear computational models: Probabilistic programming languages are in the spotlight. This is due to [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1082&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Inference, particularly with large data sets, and disparate solution criteria, is one of the tougher challenges of current computing models.  Probabilistic computing may unlock an alternative approach to tackling complex problems by enabling systems to infer solutions that lie outside the current linear computational models:</p>
<blockquote><p>Probabilistic programming languages are in the spotlight. This is due to the announcement of a new DARPA program to support their fundamental research. But what is probabilistic programming? What can we expect from this research? Will this effort pay off? How long will it take?</p></blockquote>
<blockquote><p>A probabilistic programming language is a high-level language that makes it easy for a developer to define probability models and then “solve” these models automatically.</p></blockquote>
<p>via <a href="http://radar.oreilly.com/2013/04/probabilistic-programming.html">What is probabilistic programming? &#8211; O&#8217;Reilly Radar</a>.</p>
<p>Bonus: The video at the bottom of the linked blog post serves as an excellent overview of where this technology is headed</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/research/'>Research</a> Tagged: <a href='http://nitinbadjatia.com/tag/darpa/'>DARPA</a>, <a href='http://nitinbadjatia.com/tag/probabilistic-computing/'>probabilistic computing</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1082/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1082/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1082/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1082/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1082/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1082/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1082/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1082/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1082/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1082/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1082/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1082/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1082&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>Phil Windley on understanding the architecture of Personal Clouds</title>
		<link>http://nitinbadjatia.com/2013/04/16/phil-windley-on-understanding-the-architecture-of-personal-clouds/</link>
		<comments>http://nitinbadjatia.com/2013/04/16/phil-windley-on-understanding-the-architecture-of-personal-clouds/#comments</comments>
		<pubDate>Wed, 17 Apr 2013 00:07:59 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Personal Data Stores]]></category>
		<category><![CDATA[IMAP]]></category>
		<category><![CDATA[personal cloud]]></category>
		<category><![CDATA[personal data]]></category>
		<category><![CDATA[personal data store]]></category>
		<category><![CDATA[VRM]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1097</guid>
		<description><![CDATA[Just under the radar, there&#8217;s been a lot of activity in the ProjectVRM space of late.  Various clusters of work are underway in the VRM space, including identity research and personal data store development.  On the latter, Phil Windley has an excellent post explaining the framework in which personal clouds should operate by referencing the [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1097&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Just under the radar, there&#8217;s been a lot of activity in the <a href="http://blogs.law.harvard.edu/vrm/about/">ProjectVRM</a> space of late.  Various clusters of work are underway in the VRM space, including identity research and personal data store development.  On the latter, Phil Windley has an excellent post explaining the framework in which personal clouds should operate by referencing the tried, trusted and true technologies around the IMAP protocol:</p>
<blockquote><p>In short, email was designed with the architecture of the Internet in mind. Email is decentralized and protocol-mediated. Email is open—not necessarily open-source—but open in that anyone can build clients and servers that speak IMAP and SMTP. As a result, email maximizes freedom and control for the user and minimizes the chance of disruption. The features and benefits that email provides are exactly the same as those we want for personal clouds. Designed right, any application built on a personal cloud would provide similar functionality.</p></blockquote>
<blockquote><p>Web 2.0 has given us a model that is exactly the opposite of email. The model encourages user data to be stored in separate silos. You cannot easily migrate from one service provider to another. And when a service provider goes away, you are abandoned and marooned. You are not in control. Of course, it doesn&#8217;t help that this is all in the service provider&#8217;s best interest. They make money from the fact that the predominant model for building online applications leaves their users powerless.</p></blockquote>
<p>via <a href="http://www.windley.com/archives/2013/04/imap_as_the_proto_personal_cloud.shtml">IMAP as the Proto Personal Cloud</a>.</p>
<p>There&#8217;s lots of activity underway in this space.  I&#8217;ll have my own thoughts in several subsequent posts.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/vrm/personal-data-stores/'>Personal Data Stores</a> Tagged: <a href='http://nitinbadjatia.com/tag/imap/'>IMAP</a>, <a href='http://nitinbadjatia.com/tag/personal-cloud/'>personal cloud</a>, <a href='http://nitinbadjatia.com/tag/personal-data/'>personal data</a>, <a href='http://nitinbadjatia.com/tag/personal-data-store/'>personal data store</a>, <a href='http://nitinbadjatia.com/tag/vrm/'>VRM</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1097/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1097/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1097/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1097/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1097/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1097/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1097/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1097/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1097/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1097/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1097/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1097/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1097&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>Applying a data lens to India</title>
		<link>http://nitinbadjatia.com/2013/04/16/applying-a-data-lens-to-india-census/</link>
		<comments>http://nitinbadjatia.com/2013/04/16/applying-a-data-lens-to-india-census/#comments</comments>
		<pubDate>Tue, 16 Apr 2013 22:07:05 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Big Data]]></category>
		<category><![CDATA[India]]></category>
		<category><![CDATA[census of india]]></category>
		<category><![CDATA[census takers]]></category>
		<category><![CDATA[raw statistics]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1061</guid>
		<description><![CDATA[Conducting a census of India is a monumental task.  The last such undertaking happened in 2011 [wikipedia].  While the raw data reveal, well, raw statistics, delving deeper into census data is a fascinating exercise.  On that note, I recently wandered upon a new weblog that is devoted to extracting insights from India&#8217;s last census.  The author, an [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1061&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Conducting a census of India is a monumental task.  The last such undertaking happened in 2011 [<a href="http://en.wikipedia.org/wiki/2011_census_of_India">wikipedia</a>].  While the raw data reveal, well, raw statistics, delving deeper into census data is a fascinating exercise.  On that note, I recently wandered upon a new weblog that is devoted to extracting insights from India&#8217;s last census.  The author, an anonymous reporter based in Delhi, has pulled some fascinating revelations.  One recent post looks at an approach to identify the clusters of wealth by districts across India:</p>
<blockquote><p>We could start with the fact that only around 42,800 people in the country <a href="http://articles.economictimes.indiatimes.com/2013-03-04/news/37438189_1_surcharge-taxable-income-personal-income-tax">admit </a>to an income of Rs 10 million or more to the income tax department. But almost everyone, the finance minister included, thinks that figure is laughably low. Here I want to talk about a more er…inclusive definition of the privileged.</p>
<p>Take a look at the map below. It maps the proportion of households in each district, who told census-takers that they own <em>all</em> of the following – a TV set, a phone, a computer and a vehicle (scooter/motorcycle or car). That number, for the country as a whole, is 4.6% (roughly 11 million households).</p>
<p>I leave you to draw your own conclusions about what it means to be ‘privileged’ in this country. I also leave you with this question: If the census takers had asked each one of these households, what ‘class’ of society they thought they belonged to, or where they fit in within the income distribution, what do you think their response would have been ( and by ‘their’, I also mean ‘our’)?</p>
<p>Post: <a href="http://datastories.in/blog/2013/04/01/indias-5-percent/">We are the 5%</a></p></blockquote>
<p>In another set of posts, the author dives into older census data to reveal that per capita income divergence between India and the west (especially the US) peaked at an unexpected time, the close of the &#8217;70s:</p>
<blockquote><p>In 1979, the difference between American and Indian per capita incomes peaked and India began a period of catch-up with not just the US, but with the West in general which continues today.  But that year also set in motion another divergence – between India and China which also continues.</p>
<p>Posts: <a href="http://datastories.in/blog/2013/02/28/1979-when-a-historic-shift-went-unnoticed/">1979: When a Historic Shift went unnoticed</a>, <a href="http://datastories.in/blog/2013/03/06/this-is-not-about-india-or-china/">This is not about China or India</a></p></blockquote>
<p>Each post on <a href="http://datastories.in/blog/">Data Stories</a> provides another useful lens to apply on India&#8217;s census data.  I know I&#8217;ll be following <em>Data Stories</em> to see what else the census data reveal.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/big-data-2/'>Big Data</a>, <a href='http://nitinbadjatia.com/category/india/'>India</a> Tagged: <a href='http://nitinbadjatia.com/tag/census-of-india/'>census of india</a>, <a href='http://nitinbadjatia.com/tag/census-takers/'>census takers</a>, <a href='http://nitinbadjatia.com/tag/raw-statistics/'>raw statistics</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1061/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1061/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1061/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1061/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1061/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1061/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1061/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1061/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1061/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1061/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1061/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1061/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1061&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>An excellent post on big data and the customer experience&#8230;</title>
		<link>http://nitinbadjatia.com/2012/09/15/an-excellent-post-on-big/</link>
		<comments>http://nitinbadjatia.com/2012/09/15/an-excellent-post-on-big/#comments</comments>
		<pubDate>Sun, 16 Sep 2012 01:26:11 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Big Data]]></category>
		<category><![CDATA[Customer experience]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[CLV]]></category>
		<category><![CDATA[customer experience]]></category>
		<category><![CDATA[HBR]]></category>

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		<description><![CDATA[<blockquote>An excellent post on big data and the customer experience over at the Harvard Business Review blog.  Of note:</blockquote>
<blockquote><p><strong>Expand the Value You Create for Customers</strong></p><p>Improving the customer experience is a fine idea. But companies often take it to extremes. It's always a good idea to look for new ways to create value for customers. But focusing only on doing so through your product or service is entirely one-dimensional. The hard reality is that your product or service, however great it is — however much it helps your customers get a job done or provide an enjoyable experience — is likely just not that important to their lives in the grand scheme of things.</p></blockquote><p>via <a href="http://blogs.hbr.org/cs/2012/09/big_data_knows_what_your_customers_are_worth.html?utm_source=feedburner&#38;utm_medium=feed&#38;utm_campaign=Feed%3A+harvardbusiness+%28HBR.org%29">The Big Goal Behind All that Customer Data - Bill Lee - Harvard Business Review</a>.</p><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1035&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>An excellent post on big data and the customer experience over at the Harvard Business Review blog. Of note:</p>
<p><strong>Expand the Value You Create for Customers</strong></p>
<figure class="quote">
<blockquote>
<p>Improving the customer experience is a fine idea. But companies often take it to extremes. It&#8217;s always a good idea to look for new ways to create value for customers. But focusing only on doing so through your product or service is entirely one-dimensional. The hard reality is that your product or service, however great it is — however much it helps your customers get a job done or provide an enjoyable experience — is likely just not that important to their lives in the grand scheme of things.</p>
</blockquote>
</figure>
<p>via <a href="http://blogs.hbr.org/cs/2012/09/big_data_knows_what_your_customers_are_worth.html?utm_source=feedburner&amp;utm_medium=feed&amp;utm_campaign=Feed%3A+harvardbusiness+%28HBR.org%29">The Big Goal Behind All that Customer Data &#8211; Bill Lee &#8211; Harvard Business Review</a>.</p>
<br />Filed under: <a href='http://nitinbadjatia.com/category/big-data-2/'>Big Data</a>, <a href='http://nitinbadjatia.com/category/customer-experience-2/'>Customer experience</a> Tagged: <a href='http://nitinbadjatia.com/tag/big-data/'>big data</a>, <a href='http://nitinbadjatia.com/tag/clv/'>CLV</a>, <a href='http://nitinbadjatia.com/tag/customer-experience/'>customer experience</a>, <a href='http://nitinbadjatia.com/tag/hbr/'>HBR</a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/nitinbadjatia.wordpress.com/1035/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/nitinbadjatia.wordpress.com/1035/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/nitinbadjatia.wordpress.com/1035/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/nitinbadjatia.wordpress.com/1035/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/nitinbadjatia.wordpress.com/1035/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/nitinbadjatia.wordpress.com/1035/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/nitinbadjatia.wordpress.com/1035/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/nitinbadjatia.wordpress.com/1035/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/nitinbadjatia.wordpress.com/1035/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/nitinbadjatia.wordpress.com/1035/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/nitinbadjatia.wordpress.com/1035/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/nitinbadjatia.wordpress.com/1035/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1035&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>Task manager and collaboration tool Trello turns a year old today</title>
		<link>http://nitinbadjatia.com/2012/09/12/task-manager-and-collaboration-tool-trello-turns-a-year-old-today/</link>
		<comments>http://nitinbadjatia.com/2012/09/12/task-manager-and-collaboration-tool-trello-turns-a-year-old-today/#comments</comments>
		<pubDate>Wed, 12 Sep 2012 23:19:47 +0000</pubDate>
		<dc:creator>nitinbadjatia</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[collaboration]]></category>
		<category><![CDATA[enterprise software]]></category>
		<category><![CDATA[Fog Creek Software]]></category>
		<category><![CDATA[Kanban]]></category>
		<category><![CDATA[task management]]></category>
		<category><![CDATA[task managment]]></category>
		<category><![CDATA[trello]]></category>

		<guid isPermaLink="false">http://nitinbadjatia.com/?p=1023</guid>
		<description><![CDATA[Having tried nearly every to-list, task manager over the years, I think I&#8217;ve finally found one that works for me with Trello.  I have stuck to it as my go-to application for managing a wide array of both personal activities and collaboration across groups.  Many of the current generation of team collaboration/task management tools provide great flexibility, [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=nitinbadjatia.com&#038;blog=476370&#038;post=1023&#038;subd=nitinbadjatia&#038;ref=&#038;feed=1" width="1" height="1" />]]></description>
				<content:encoded><![CDATA[<p>Having tried nearly every to-list, task manager over the years, I think I&#8217;ve finally found one that works for me with <a href="http://www.trello.com">Trello</a>.  I have stuck to it as my go-to application for managing a wide array of both personal activities and collaboration across groups.  Many of the current generation of team collaboration/task management tools provide great flexibility, but the user experience curve is still too high to quickly bring a disparate group of tasks and people together.  This is where Trello shines; it is a deceivingly simple application that provides significant horsepower behind the scenes.  Trello uses a skeumorphic approach to managing activities, relying on a time-tested approach of &#8216;boards&#8217; that contain columns of movable &#8216;cards&#8217;.  I&#8217;ve seen people online refer to this approach as being similar to the Japanese Kanban process used in manufacturing, which I suppose is the inspiration for the application.  I can&#8217;t really do justice to how the application works here, so I suggest you visit their home page and take a tour.  </p>
<p>The main browser-based application (there are iPhone and Android companion apps) displays some of the best web coding I&#8217;ve seen.  Fog Creek Software, the developer of Trello, is providing enterprise-class horsepower with a consumer level user experience, which is not an easy feat. </p>
<p>Earlier this year, Joel Spolsky, CEO of Fog Creek Software, wrote that Trello was designed to be used by a wide variety of people:</p>
<blockquote><p>The biggest difference you’ll notice &#8230; is that <em>Trello is a totally horizontal product.</em></p>
<p>Horizontal means that it can be used by people from all walks of life. Word processors and web browsers are horizontal. The software your dentist uses to torture you with drills is vertical.</p>
<p>Vertical software is much easier to pull off and make money with, and it’s a good choice for your first startup. Here are two key reasons:</p>
<ul>
<li>It’s easier to find customers. If you make dentist software, you know which conventions to go to and which magazines to advertise in. All you have to do is find dentists.</li>
<li>The margins are better. Your users are professionals at work and it makes sense for them to give you money if you can solve their problems.</li>
</ul>
<p>Making a major horizontal product that’s useful in any walk of life is almost impossible to pull off. You can’t charge very much, because you’re competing with other horizontal products that can amortize their development costs across a huge number of users. It’s high risk, high reward: not suitable for a young bootstrapped startup, but not a bad idea for a second or third product from a mature and stable company like Fog Creek.</p>
</blockquote>
<p>via <a href="http://www.joelonsoftware.com/items/2012/01/06.html">Joel on Software</a></p>
<p>Fog Creek is aggressively developing the application, and has recently updated the Trello iPhone companion app (I can&#8217;t wait to see a native iPad app!).  So, a year in with a horizontal product, Trello marks the milestone with a great statistic: </p>
<blockquote><p>You’ve made 717,337 accounts. We hit 500,000 in July, so it’s going even faster these days.</p>
</blockquote>
<p>via <a href="http://blog.trello.com/its-trellos-cake-day/">It’s Trello’s Cake Day!</a></p>
<p>Congratulations to the Trello team for a successful year!</p>
<p>One of these days I may post about my own workflows using Trello, but in the meantime I encourage you check out the application for yourself.  </p>
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