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	<title>John's Blog &#187; nerdTech</title>
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	<link>http://john.jubjubs.net</link>
	<description>my semi-regular stream of consciousness</description>
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		<title>What&#8217;s bothering me about the SOPA &#8220;discussion&#8221;</title>
		<link>http://john.jubjubs.net/2012/01/06/whats-bothering-me-about-the-sopa-discussion/</link>
		<comments>http://john.jubjubs.net/2012/01/06/whats-bothering-me-about-the-sopa-discussion/#comments</comments>
		<pubDate>Fri, 06 Jan 2012 18:20:10 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[politics]]></category>
		<category><![CDATA[The Internets]]></category>
		<category><![CDATA[tv, movies, etc]]></category>
		<category><![CDATA[Web/Tech]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1470</guid>
		<description><![CDATA[There are 3 things that have really been bothering me about how the SOPA/PIPA discussion has been going so far. it&#8217;s not a discussion at all &#8212; it&#8217;s people calling each other names. it&#8217;s highly likely to have a result that is unhelpful at best, and insanely destructive at worst we&#8217;re building a completely worthless/bad [...]]]></description>
			<content:encoded><![CDATA[<p>There are 3 things that have really been bothering me about how the SOPA/PIPA discussion has been going so far.</p>
<ol>
<li>it&#8217;s not a discussion at all &#8212; it&#8217;s people calling each other names.</li>
<li>it&#8217;s highly likely to have a result that is unhelpful at best, and insanely destructive at worst</li>
<li>we&#8217;re building a completely worthless/bad roadmap for how to deal with technology policy going forward, and it&#8217;s going to get worse</li>
</ol>
<p>Let me be very clear: SOPA is a terrible law that should not be enacted under any circumstances. It&#8217;s broken technically and misguided from a policy point of view. It not only won&#8217;t accomplish what advocates want it to accomplish, but it also will create backbreaking burdens and barriers to entry for some of our most promising technology companies and cultural movements of the coming decade.</p>
<p>But also: content creators &amp; owners have a legitimate beef with how their content can be appropriated and distributed so easily by rogue actors.</p>
<p>Here&#8217;s the conversation we <em>should </em>be having: content &amp; technology should be very aligned. Hollywood and Silicon Valley (broadly speaking &#8212; I&#8217;m talking metaphorically here) both want the same things ultimately: easier and bigger ways to share and enjoy awesome content from all sources, in a way that&#8217;s economic for everyone involved.</p>
<p>What we should be talking about is how to get better alignment, how to build systems and content that is better for, you know, actual human beings to use and enjoy.</p>
<p>But that isn&#8217;t the conversation that&#8217;s happening (and I use the term &#8220;conversation&#8221; here very loosely, since it has characteristics more like a bunch of schoolyard name calling). The conversation that&#8217;s happening is going more like this:</p>
<p>- content: &#8220;you people are stealing our stuff. you&#8217;re thieves&#8221;</p>
<p>- techies: &#8220;we&#8217;re not stealing it. we&#8217;re just building great apps for users.&#8221;</p>
<p>- content: &#8220;you&#8217;re ignoring the problem and helping the thieves. you&#8217;re effectively pirates, so we&#8217;re going to shut everyone down.&#8221;</p>
<p>- techies: &#8220;you&#8217;re acting like jackbooted fascists, embracing censorship and your&#8217;e going to end everything that&#8217;s good about culture today.&#8221;</p>
<p>- content: &#8220;we&#8217;re trying to protect our content &#8212; you guys are pretending like there&#8217;s no problem, then getting rich off platforms that pillage our content.&#8221;</p>
<p>- techies: &#8220;you don&#8217;t understand how the Internet works &#8212; how do you even live life in the 21st century? dinosaurs.&#8221;</p>
<p>So that&#8217;s awesome. Then you throw Congress into the mix and hilarity ensues. Because if you&#8217;re looking for folks who really do not act like they want to understand the Internet, Capitol Hill is a pretty good place to start. And then this is all devolving into a fight of pirates versus creators. Of protectors-of-democracy versus fascists. Or whatever.</p>
<p>What we need to be talking about is where the actual infringement problem is happening (I&#8217;ve heard from folks that the vast majority of the problem is on the order of a few dozen syndicates overseas). And how we need to be thinking about copyright law &#8212; in an age where copies are the natural order of things, as opposed to previously, when it was harder to make copies. And what sorts of law enforcement resources we need to bring to bear to shut down the activity of these real malicious actors overseas. (At root, I&#8217;m persuaded that the current issues are really law enforcement issues &#8211; we need to figure out how to enforce the laws that are already on the books to protect IP, not create new ones.)</p>
<p>Acting like there&#8217;s no problem isn&#8217;t the answer &#8212; there is a legitimate IP issue here. But pressuring a behind-the-times and contributions-captive legislative body to enact overly intrusive and abusable laws is even worse, both economically and civically.</p>
<p>What&#8217;s extremely discouraging to me right now is that I don&#8217;t really see how we can have a nuanced, technically-informed, respectful discussion/debate/conversation/working relationship. I&#8217;m not convinced that Congress is at all the right body to be taking up these issues, and am 100% convinced that they don&#8217;t currently have the technical wherewithal to make informed decisions, in any event.</p>
<p>So what we&#8217;re left with is one group pushing their captive legislators for new, over-reaching laws and calling technologists names. And a group reacting to that by calling names back.</p>
<p>I think the best that we can hope for in this scenario is that the current bill will grind to a halt and nothing will change. But I think that can&#8217;t be where we aim for the future.</p>
<p>Because technology policy issues are going to come up again and again and again as time goes on. (Next up, undoubtedly, is another round of privacy legislation, and I would predict the name calling will be even more intense and even less productive.)</p>
<p>We&#8217;re mediating more of our lives than ever through new technologies that we barely understand as technologists, let alone consumers or civic leaders. We need to figure out ways to have meaningful discussions, to try out policies that may or may not work at first and iterate quickly on them, like we do with products themselves.</p>
<p>I don&#8217;t have any answers here, but wanted to write down what&#8217;s been bugging me, as I think we all need to think more about what we want our lives to look like in the future.</p>
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			<wfw:commentRss>http://john.jubjubs.net/2012/01/06/whats-bothering-me-about-the-sopa-discussion/feed/</wfw:commentRss>
		<slash:comments>24</slash:comments>
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		<item>
		<title>Up Update</title>
		<link>http://john.jubjubs.net/2012/01/02/up-update/</link>
		<comments>http://john.jubjubs.net/2012/01/02/up-update/#comments</comments>
		<pubDate>Mon, 02 Jan 2012 18:43:03 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Design]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1460</guid>
		<description><![CDATA[A couple of weeks ago, my second Jawbone UP failed. I&#8217;m bummed about it for a couple of reasons (and will go through the process to get a replacement for sure). The first reason I&#8217;m bummed is theoretical &#8211; I miss the data it collects, mostly because I think I&#8217;m going to want it some [...]]]></description>
			<content:encoded><![CDATA[<p>A couple of weeks ago, my second Jawbone UP failed. I&#8217;m bummed about it for a couple of reasons (and will go through the process to get a replacement for sure). The first reason I&#8217;m bummed is theoretical &#8211; I miss the data it collects, mostly because I think I&#8217;m going to want it some day, but also because it makes me a little more mindful of my activity throughout the day. The second reason is that I really, really love the vibrating alarm &#8211; it makes a huge difference in quality of life for me &#038; Kathy not to have an alarm blaring on the days I need to get up early. </p>
<p>The Lark has a vibrating alarm, but bugs me at night. The Fitbit, by contrast, I think doesn&#8217;t have the alarm, and I forget to wear it pretty often. </p>
<p>The UP solves that set of problems for me, even though it&#8217;s got other deficiencies (reliability, obviously, but also no wireless data sync, weird software UI, no open data, etc). So I&#8217;m looking forward to getting a working model again soon&#8230;</p>
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		<slash:comments>3</slash:comments>
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		<item>
		<title>Wasting Data</title>
		<link>http://john.jubjubs.net/2011/12/02/wasting-data/</link>
		<comments>http://john.jubjubs.net/2011/12/02/wasting-data/#comments</comments>
		<pubDate>Fri, 02 Dec 2011 21:25:49 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Design]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1447</guid>
		<description><![CDATA[As I wrote up yesterday, my new Jawbone Up bracelet died on me. I was bummed, but customer service did a great job, and got me a replacement in about a day. But I was surprised about the feeling I had yesterday, which is the first day I hadn&#8217;t worn the Up in about 3 [...]]]></description>
			<content:encoded><![CDATA[<p>As I wrote up yesterday, my new Jawbone Up bracelet died on me. I was bummed, but customer service did a great job, and got me a replacement in about a day.</p>
<p>But I was surprised about the feeling I had yesterday, which is the first day I hadn&#8217;t worn the Up in about 3 weeks: I felt like I was <em>wasting </em>data, since I didn&#8217;t have the bracelet on to collect it. Let me say that again: I felt kind of weird, because I was going to all this trouble (you know, by walking around, sleeping, etc) and none of the data I was generating was getting logged. I was just blasting it into the ether.</p>
<p>This is not totally how I expected to feel. So naturally I tweeted about it, and Chris Hogg, founder of 100plus, replied in a surprising way:</p>
<p><a href="http://john.jubjubs.net/wp-content/uploads/2011/12/Screen-Shot-2011-12-02-at-1.13.20-PM.png"><img class="alignnone size-medium wp-image-1448" title="Screen Shot 2011-12-02 at 1.13.20 PM" src="http://john.jubjubs.net/wp-content/uploads/2011/12/Screen-Shot-2011-12-02-at-1.13.20-PM-300x52.png" alt="" width="300" height="52" /></a></p>
<p>And when you think about it, <em>of course</em> this is correct, but my first reaction was: &#8220;This is kind of messed up &#8212; we need to get credit for living now?&#8221; Obviously not a perfect state of being for humans.</p>
<p>But I thought about it some more on my drive in this morning, and it seems to me that a couple of different things are happening. On &#8220;getting credit,&#8221; we&#8217;re talking about taking an intrinsic motivation (living well) and replacing it with an extrinsic motivation (someone giving you credit or status). Now, that happens all the time &#8212; it&#8217;s a lot of what happens in schools, weight loss programs, sports, etc. But I think it&#8217;s not the most durable kind of behavior change mechanism.</p>
<p>And, honestly, I&#8217;m pretty sure that wasn&#8217;t what was happening with me. Because while I like to think that everyone cares about everything about me, it&#8217;s really tough to imagine that anyone reading this (except for maybe my mom &#8211; hi mom!) gives a damn about how much I walked yesterday. And it&#8217;s even tougher to imagine that I would care much about what you thought about how much I walked.</p>
<p>So for me in this particular case, I think it was my OCD nature kicking in. I didn&#8217;t really like imagining the graph (of whatever data it is that I may, some day in the future, create a graph from) having a void spot in it. I want things to be smooth lines, no drop outs. I think that can be a motivator for folks, too &#8212; completeness of the data report, but I think it&#8217;ll motivate a far smaller set of folks.</p>
<p>I think where you get to in the end is that there is something very important about tracking data, because it changes your relationship to the activities you&#8217;re measuring pretty fundamentally. (some ways good, others not good.)</p>
<p>And that collecting data about how you live, in particular, will always have holes in it &#8212; for lots of reasons.</p>
<p>Anyhow, was an interesting set of thoughts &#8212; some important things going on here.</p>
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		<title>My Thoughts on Jawbone&#8217;s Up</title>
		<link>http://john.jubjubs.net/2011/12/01/my-thoughts-on-jawbones-up/</link>
		<comments>http://john.jubjubs.net/2011/12/01/my-thoughts-on-jawbones-up/#comments</comments>
		<pubDate>Thu, 01 Dec 2011 17:09:04 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Design]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1442</guid>
		<description><![CDATA[      I've been wearing my Up bracelet for about 3 weeks now and wanted to write a few things down about the experience. This particular writeup is a little jumbled up -- it's a mix of reflections on the Up specifically with some of the thinking I'm doing about health systems in general. Will follow [...]]]></description>
			<content:encoded><![CDATA[<p><img 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" 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alt="" width="277" height="184" /></p>
<p>I've been wearing my <a href="http://jawbone.com/up">Up bracelet</a> for about 3 weeks now and wanted to write a few things down about the experience. This particular writeup is a little jumbled up -- it's a mix of reflections on the Up specifically with some of the thinking I'm doing about health systems in general. Will follow up with another few posts as I'm able to articulate more and more clearly.</p>
<p>[update: as luck would have it, as I was writing this yesterday, my Up ran out of juice -- after a night of recharging, it's unresponsive, so after a 20 minute call with Jawbone customer service, am getting it replaced with a new one. Making great hardware &amp; software is <strong>hard.</strong>]</p>
<p>Overall summary: I like the hardware a lot, and think the main breakthrough is that it's a fashion accessory that you'll generally want to wear all the time. I think there are some problems with the hardware that will mostly get solved over time. I think the software side of things is not very good, though -- very constrained, pretty quirky in operation, very incomplete. Beyond that, I think that it's not giving me a ton of information that I can actually do anything with, and that's a huge problem.</p>
<p>But now let me get into some of the details a bit. First, my basic orientation towards health sensors is hugely positive. I'm pretty convinced that, more and more, we will all have sensors that are with us all the time, collecting the information that we generate just by living. Where we are, our activity level, what we eat, our body temperature, how we sleep, etc. They're pretty nerdy right now, but they're coming, and coming quickly. That's the first step. Once that happens, you need to be able to mash all the data from various sensors (and larger data sets such as weather, etc) to get a coherent picture of your own life, and beyond that, we'll start to be able to build population sensor information as we start to aggregate data from many people. And that will lead to being able to actually derive insight about ourselves and the people around us.</p>
<p>I've got another blog post in mind to talk about all that stuff in context, but for now, we're in the first stages of the story, which is really mostly about collecting the data.</p>
<p>At one time or another, I've tried out a lot of different sensors: the Zeo, the FitBit, the SportBrain (a while back), Nike+, and now the Up. I think the Up will be the stickiest for me of the bunch, but it's got issues.</p>
<p>The physical bracelet is terrific, I think. Comfortable to wear, not too heavy, doesn't really bother me when I'm typing or working out. I generally wear it all the time -- it's waterproof, which helps a bunch. The only time I really take it off is to charge it for an hour or two every week or so. (It actually feels a little weird to take it off to charge, since it means that there's a period that I'm not collecting data -- a small thing, but  interesting emotional reaction.) It's not wireless, which is disappointing -- you've got to plug it into your iPhone's headphone in order to pull the data off. I assume that'll get addressed in a future version by including low power Bluetooth or something like that.</p>
<p>I think that the physical form factor is the most significant breakthrough here. In terms of sensor functionality, I think it's essentially the same as the Fitbit -- a pedometer, sleep monitor, vibrating alarm clock -- I can't think of anything the Up can do that the Fitbit can't. But the main difference is that I actually have the Up with me all the time. I like wearing it -- it helps me to be somewhat more mindful of what I eat and how I act. With my Fitbit, I always forgot to keep it charged, forgot to wear it, had it knocked off my clothes or broken.</p>
<p>So that's a significant breakthrough -- you can't derive insights from data that you don't collect. With Up, I'm collecting more consistently, and that's huge. It's because it's fashion (in a nerdy sense, but I think that will change over time) and because it's well-built.</p>
<p>The software, though, is a pretty big challenge at this point -- it's just not very good. There are lots of UI issues -- 3 clicks to do a sync, hidden functionality, lots of bugs in modes -- but that stuff will get fixed over time, so it's not a huge concern. My bigger problem with the software, which is essentially a combination of pedometer, sleep tracker, and foodspotting app, is threefold. The first problem is that the social stuff is all very thin -- both hidden in the UI, but also just not very deep in terms of changing the way you interact with others and how you can help each other be healthier. The second problem is that it's very limited functionality and is a closed system -- I'll expand on that in a minute.</p>
<p>But the biggest problem I have with it is just that it doesn't help me figure out what to do at all. If you look at the screen shots at the top of this post, the one on the left tells me I walked a lot that day (was the Oregon @ Stanford football game day). The one on the right tells me some surface level statistics about how I slept. So what? Is that good? Bad? How's it relate to what I usually do? Should I be doing something different? Am I doing it wrong? My essential issue with the Up software right now is that it's just data porn. Lots of data points, but no behavior change enablement.</p>
<p>The lack of a Web UI is also a head scratcher. My developing view is that we use different size screens for different contexts and types of tasks. I use my phone when I'm on the go, but also because it's more personal/intimate in terms of collecting data and checking out status of friends (and myself in the case of sensors). But when I'm trying to do more analysis/thinking about the big picture, I really want to do it on a screen like a tablet or my laptop. Going through the UI day by day, not being able to correlate anything with anything else, without transcribing it all in my notebook -- just seems ridiculous to me, and essentially unhelpful.</p>
<p>Which brings me back to the open/closed problem. My basic belief is that building great hardware is really hard. And building great software is really hard. And building great social systems is really hard. If you look hard, you can find many companies that have been great at one of those things. And you can find a few that have been great at 2 of them. But I think it's nearly impossible to find organizations that have been able to build great hardware + software + social systems -- building the systems is just very very tricky, and requires a broad set of knowledge, and a surgical set of decisions about how to make tradeoffs between vastly different sets of concerns.</p>
<p>So I conclude from that starting point that it's going to be tough -- very tough -- for any one company to build a great experience overall -- and it seems to me obvious that there are zero examples of superior experiences overall in the market today.</p>
<p>But in the emerging space of sensors &amp; monitoring, there's another problem: there are lots of different sensors around, the number is growing, and to really figure out what's happening, you need to correlate among several. Nobody makes the sensor to rule them all yet. You need your weight (withings scale), diet (lots of apps), sleep (up, fitbit, zeo), etc etc.</p>
<p>So you're left with the conclusion that what you really need is an open system. Or, rather, several open systems -- you really want great devices from a lot of different folks feeding into some data collection system that allows you to do some data analysis, all fronted by user interfaces that help you actually understand things and (hopefully) change the way you live your life.</p>
<p>Right now, I think that (save for the hardware glitches) Jawbone makes probably the most useful sensor around, and certainly the one that's most attractive that you're likely to wear all the time. The software on the iPhone is limited and frustrating at present, for me and most folks I've talked with, and it's missing a major component by not being available for larger screens. I like my Up, and plan to wear it, but am going to have to figure out how to get it to play better within the overall personal health/sensor ecosystem that I'm building up over time.</p>
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		<title>Marshall McLuhan: You Know Nothing of My Work!, by Douglas Coupland</title>
		<link>http://john.jubjubs.net/2011/11/22/marshall-mcluhan-you-know-nothing-of-my-work-by-douglas-coupland/</link>
		<comments>http://john.jubjubs.net/2011/11/22/marshall-mcluhan-you-know-nothing-of-my-work-by-douglas-coupland/#comments</comments>
		<pubDate>Wed, 23 Nov 2011 04:27:56 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Books]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[The Internets]]></category>

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		<description><![CDATA[A biography of Marshall McLuhan, one of the smartest media thinkers ever, written by Douglas Coupland, one of my very favorite authors, was going to be pretty much a no brainer for me to pick up and read and enjoy. And I really did, although I think this book probably is only for a particular [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.amazon.com/Douglas-Coupland-Marshall-McLuhan-Nothing/dp/B004QEYD5O%3FSubscriptionId%3D0PZ7TM66EXQCXFVTMTR2%26tag%3Djohnsblog0d-20%26linkCode%3Dxm2%26camp%3D2025%26creative%3D165953%26creativeASIN%3DB004QEYD5O"><img src="http://ecx.images-amazon.com/images/I/41rCYex6znL._SL160_.jpg" alt="" /></a></p>
<p>A biography of Marshall McLuhan, one of the smartest media thinkers ever, written by Douglas Coupland, one of my very favorite authors, was going to be pretty much a no brainer for me to pick up and read and enjoy. And I really did, although I think this book probably is only for a particular type of nerd. (Pretty sure you know who you are.)</p>
<p>As you&#8217;d expect from Coupland &amp; the subject, the style of the book is sort of meta. Bits &amp; pieces about McLuhan, mixed up with other bits and pieces. I didn&#8217;t love the style, but I did find a bunch of the book thoughtful &amp; provocative. And it really is amazing how clearly McLuhan could see the future &#8212; I think he &amp; Neil Postman figured out decades ago things we&#8217;re only just now figuring out together as we all converge online.</p>
<p>Here&#8217;s what Coupland had to say to start the book:</p>
<blockquote><p>Life becomes that strange experience in which you’re zooming along a freeway and suddenly realize that you haven’t paid any attention to driving for the last fifteen minutes, yet you’re still alive and didn’t crash. The voice inside your head has become a different voice. It used to be “you.” Now your voice is that of a perpetual nomad drifting along a melting landscape, living day to day, expecting everything and nothing. And this is why Marshall McLuhan is important, more so now than ever, because he saw this coming a long way off, and he saw the reasons for it. Those reasons were so new and so offbeat and came from such a wide array of sources that the man was ridiculed as a fraud or a clown or a hoax. But now that we’ve damaged time and our inner voices, we have to look at McLuhan and see what else he was saying, and maybe we’ll find out what’s coming next, because the one thing we can all agree on is that the future has never happened so quickly to so many people in such an extreme way, and we really need a voice to guide us. Marshall identified the illness and worked toward finding ways of dealing with it.</p></blockquote>
<p>Amazing. But here&#8217;s the really odd bit:</p>
<blockquote><p>And one must remember that Marshall arrived at these conclusions not by hanging around, say, NASA or IBM, but rather by studying arcane sixteenth-century Reformation pamphleteers, the writings of James Joyce, and Renaissance perspective drawings. He was a master of pattern recognition, the man who bangs a drum so large that it’s only beaten once every hundred years.</p></blockquote>
<p>And any book like this would be incomplete without a little Canuckiana, so here&#8217;s a quote from McLuhan: &#8220;Canada is the only country in the world that knows how to live without an identity.&#8221; Interestingly, I think that while that would be considered pejorative to most in the US, I don&#8217;t think that&#8217;s how he meant it.</p>
<p>One very strange fact that floored me: McLuhan&#8217;s brain was supplied with blood through not one but two arteries at the base of his skull. In case you&#8217;re not up to date on your human physiology, that&#8217;s not normal. Sometimes happens in cats. Very rarely in humans. But you have to think that it had a real effect on how he thought and lived (and probably how he died ultimately, since he had many small strokes and blackouts throughout his lifetime).</p>
<p>Anyway, fascinating.</p>
<p>And one last thought to leave you with by McLuhan himself: &#8220;Our &#8216;Age of Anxiety&#8217; is, in great part, the result of trying to do today&#8217;s job with yesterday&#8217;s tools&#8211; with yesterday&#8217;s concepts.&#8221;</p>
<p>I think we live in a complex, rapidly evolving, unfamiliar time now &#8212; so much &#8212; technology, mainly &#8212; feels like it&#8217;s changing so quickly that it&#8217;s hard to integrate all the changes in our lives, let alone to really understand them and their impact. It&#8217;s comforting to know that at least a few people felt the same way nearly 50 years ago.</p>
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		<title>Why I&#8217;m Anti-Social on Instagram</title>
		<link>http://john.jubjubs.net/2011/11/22/why-im-anti-social-on-instagram/</link>
		<comments>http://john.jubjubs.net/2011/11/22/why-im-anti-social-on-instagram/#comments</comments>
		<pubDate>Wed, 23 Nov 2011 03:38:40 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1436</guid>
		<description><![CDATA[I really love using Instagram &#8212; use it every week to take, process &#38; share photos, use it a lot with my wife to share what we&#8217;re up to, etc. But as I was using it tonight, I realized that I&#8217;m using it in a decidedly anti-social way &#8212; which is a really stark contrast [...]]]></description>
			<content:encoded><![CDATA[<p>I really love using Instagram &#8212; use it every week to take, process &amp; share photos, use it a lot with my wife to share what we&#8217;re up to, etc.</p>
<p>But as I was using it tonight, I realized that I&#8217;m using it in a decidedly anti-social way &#8212; which is a really stark contrast to how I live practically every other part of my online life &#8212; in general I live pretty much in the open on my blog, Tumblr, Twitter, etc etc.</p>
<p>So I thought it would be worth a quick explanation.</p>
<p>One of my working theories about mobile apps is that to get any real adoption, the app has to be on your home screen (and mostly not in a folder). People use apps on 2nd &amp; 3rd screens, but not that many, I think &#8212; I think usage of apps on the home screen probably completely dominates usage of all other apps. But there are only 20 slots on the home screen, and a bunch of those are already populated by things like your e-mail, SMS, phone, calendar, Safari, etc. So there&#8217;s a working set of maybe 4 or 5 slots for completely novel apps (for me the most important are Tweetbot, Facebook, Tumblr, Read It Later, Things &amp; Kindle). For all other apps, they&#8217;ve got to replace an app (and its functionality) that already has a spot.</p>
<p>Instagram, for me, replaced the camera app a long time ago, initially because of filters, but over time because it let me share pictures with my family and friends really easily.</p>
<p>But over the summer, I realized a pretty serious problem: my follower count was rising, and I was taking more and more pictures with Instagram &#8212; the problem was that the photos were of my family vacation, so were both pretty personal in nature, and were also like a big advertisement that our house back in the Bay Area was unattended.</p>
<p>I still wanted the sharing &amp; filters &amp; streams, though, so ended up making my stream closed, instead of open. I uninvited everyone I didn&#8217;t know and started building up the access list from scratch. Now I&#8217;ve got a relatively small, private set of followers, and it works well enough.</p>
<p>But it sort of turns the model inside out a little bit, since Instagram is really built for sharing. Instead, I&#8217;m using it more like a private repository, then sharing out pictures to other networks like Facebook, Tumblr &amp; Twitter when I want to share them broadly. But back to my apps-on-home-screen theory, the only way that Instagram can replace my Camera app is if I do it this way, making most of my photos private and only sharing a few.</p>
<p>The main problems are sort of obvious: (1) I share a bunch of things with fewer people than would actually like to share with, (2) it&#8217;s hard for me to completely replace the built-in Camera app right now, and (3) it actually just feels pretty unfriendly when I do share something on Twitter, people click through to see the shared photo and aren&#8217;t allowed to follow my stream automatically. (There&#8217;s a follow on problem in that I never look at the news feed on my account in the mobile app at all &#8212; and so I had hundreds of follower requests right now that have gone ignored for months.)</p>
<p>What I&#8217;d really like is the ability to, at minimum, have a private stream and a public stream &#8212; I think that would let Instagram completely replace the Camera app for me.</p>
<p>Anyway, that&#8217;s why it&#8217;s closed for me, and why I may not have turned on access for you &#8212; it&#8217;s a combo of how the system works and my own neglect of the access list for a while.</p>
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		<title>Screens, Storage &amp; Networks</title>
		<link>http://john.jubjubs.net/2011/07/31/screens-storage-networks/</link>
		<comments>http://john.jubjubs.net/2011/07/31/screens-storage-networks/#comments</comments>
		<pubDate>Sun, 31 Jul 2011 18:52:58 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Greylock]]></category>
		<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[startups]]></category>
		<category><![CDATA[The Internets]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1344</guid>
		<description><![CDATA[I&#8217;ve been thinking a bunch about platforms lately, and how they&#8217;re evolving very very quickly. Generally, there are two categories of thing that people talk about as platforms. Traditionally, they&#8217;ve been computer operating systems: Windows, OS X &#38; Linux, now iOS &#38; Android. Lately people are talking about cloud platforms: services like EC2, but also [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ve been thinking a bunch about platforms lately, and how they&#8217;re evolving very very quickly. Generally, there are two categories of thing that people talk about as platforms. Traditionally, they&#8217;ve been computer operating systems: Windows, OS X &amp; Linux, now iOS &amp; Android. Lately people are talking about cloud platforms: services like EC2, but also web services with APIs that other apps are built to integrate with.</p>
<p>But more and more, that&#8217;s not the way I&#8217;m thinking about my own systems; as devices proliferate at my own home, and as I tend to use tiny connected computers in more numerous and varied contexts.</p>
<p>I&#8217;ve been interested in what I call &#8220;4 screen &amp; a cloud&#8221; products for a while: products that help us unify and take advantage of our laptop + phone + tablet + tv &#8212; but it all became a little clearer to me a few weeks when a wave of devices entered the house all at the same time. In the space of a few weeks, I upgraded to an iPad2, got a Samsung Tab to experiment with Android Tablets, got an Android phone in addition to my iPhone, and got a WebOS phone from the D9 conference. So we had all those devices in the house, plus our iMac, Kathy&#8217;s set of devices, and my mom&#8217;s as well, since she was visiting. Oh, and 3 Kindles between the three of us. Screens were everywhere.</p>
<p>Now, I&#8217;m the first to recognize that we&#8217;re somewhat atypical in our technology consumption in normal times; add to that the devices that I&#8217;ve picked up lately because of work and my house is a jumble of operating systems, devices and power adapters. Exciting!</p>
<p>When you get that many screens and devices, what happens is interesting: when you want to do something, communicate with someone, remember something, schedule an appointment, read a book, or whatever, you just pick up whatever screen is nearest to you and work from that.</p>
<p>Well, you do that if you can. Because in our current platform chaos, not all devices are fungible, not all activities are available from all platforms.</p>
<p>So that got me thinking some about what I need, and where, and in what contexts and on what devices, and now I think about platforms this way: I have a set of screens, a set of stuff, and a set of people that I want to do things with &#8212; and I want those sets available to me wherever &amp; whenever I am.</p>
<p>By <strong>screens</strong>, I mean something more than just pixels: I really mean input &amp; output systems, of which screens are the most visible parts; really it should probably be screens, sensors &amp; speakers. In other words, it&#8217;s the displays of each system, the audio systems, and the ways that we indicate intent, be it typing, swiping, speaking, remote-button-puching, <a href="http://affect.media.mit.edu/">smiling</a>, <a href="http://www.xbox.com/kinect">waving</a>, <a href="http://www.runkeeper.com">running</a>, or <a href="http://myzeo.com">just being</a>.</p>
<p>By <strong>storage</strong>, I mean something more than just bits: while Dropbox and iCloud and Clouddrive are important, I want to do more than just store and share my files with others. It&#8217;s about more than having a place to put my music. It&#8217;s about having the context of my life: my apps, my reading material, my history of shopping &amp; interest intent. It&#8217;s really the things I&#8217;m creating, consuming, sharing, saving, working on and just thinking about. One of the things that&#8217;s probably non-obvious about this formulation is that for this to work, the storage is going to be pretty keyed to my identity. Without knowing something about who I am, it won&#8217;t work.</p>
<p>And by <strong>network</strong>, I mean something more than just my Facebook graph: what&#8217;s becoming clear is that we&#8217;ve all got many and diverse groupings in our lives, ranging from the very intimate groups of a nuclear family to the wide-ranging groupings of Twitter followers. The short version, though, is that it&#8217;s becoming increasingly clear that, just like in the offline world, people online want to do things with each other. Shocking, I know.</p>
<p>That&#8217;s the definition of platform that&#8217;s relevant to me: a combination of screens, storage and networks that help me do my work and live my life. The companies that see that true platforms transcend any one particular technology stack will be the ones that prosper &#8212; you can already see some interesting ones emerge.</p>
<p>As a side note, I think screens, storage &amp; networks is one way to look at the landscape of the giants competing: it&#8217;s where Apple, Google, Facebook &amp; Amazon are slugging it out (and to some extent it&#8217;s the evolution now of my old stomping ground, Mozilla). I would argue that each of the giants has a super strong position in 1 or 2 of the three areas, but none has a lock on all three, and most of the interesting initiatives of each are about strengthening the places where they&#8217;re historically weak.</p>
<p>Apple is obviously terrific at screens, okay at storage, and not very good at networks.</p>
<p>Google&#8217;s now strong at screens (although probably not as strong as Apple) and could be great at storage, and finally has a credible start on networks.</p>
<p>Facebook is incredibly strong at networks, has some weakness in screens, and is pretty good with storage (at least for things like photos).</p>
<p>And Amazon is very strong on storage, weak at networks, and weak (at the moment) on screens.</p>
<p>I&#8217;d argue that their relative strengths and weaknesses are  important for startups to understand as well, as that gives you a bit of a map of one set of opportunities.</p>
<p>Anyway, that&#8217;s how I&#8217;m thinking about things lately. What do you think?</p>
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		<title>50k</title>
		<link>http://john.jubjubs.net/2011/07/30/50k/</link>
		<comments>http://john.jubjubs.net/2011/07/30/50k/#comments</comments>
		<pubDate>Sat, 30 Jul 2011 15:07:49 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Design]]></category>
		<category><![CDATA[Greylock]]></category>
		<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>
		<category><![CDATA[The Internets]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1340</guid>
		<description><![CDATA[Yesterday my Twitter follower count ticked over 50,000 for the first time. And while I wouldn&#8217;t exactly call that a lifetime achievement or milestone, it has caused me to reflect a little bit on Twitter specifically and the Internet more generally, so I thought I would write down some of those thoughts here. Off the [...]]]></description>
			<content:encoded><![CDATA[<p>Yesterday my Twitter follower count ticked over 50,000 for the first time. And while I wouldn&#8217;t exactly call that a lifetime achievement or milestone, it has caused me to reflect a little bit on Twitter specifically and the Internet more generally, so I thought I would write down some of those thoughts here.</p>
<p>Off the top, let me say this: I really love Twitter. A lot. I use it every day &#8212; I don&#8217;t always post things (although most times I do), but I always read and discover new things &#8212; it&#8217;s become integral to me in a bunch of ways. I share interesting articles about technology and startups and politics and literature that I find. I link to my blog posts like this one. I ask questions, mostly about travel and technology. I vent about things (I&#8217;m looking at you <a href="http://www.twitter.com/unitedairlines">@unitedairlines</a>). I talk about TV and music that I like. I track a bunch of my friends and coworkers and how they&#8217;re doing. And I make a lot of dumb jokes.</p>
<p>What&#8217;s clear at this point is that I&#8217;m not a particularly typical Twitter user. As services evolve, they find their main use cases, their reasons for existing. You&#8217;ve got <a href="http://www.facebook.com">Facebook</a> for interacting with friends in symmetric ways; you&#8217;ve got <a href="http://www.quora.com">Quora</a> for getting high quality answers to questions; you&#8217;ve got <a href="http://www.tumblr.com">Tumblr</a> for expressing a synthesis of media that in aggregate represents you.</p>
<p>Twitter has evolved, I think, into essentially a celebrity broadcast medium. Now, I&#8217;m using the term &#8216;celebrity&#8217; a little broadly &#8212; there are the Biebers and Gagas, of course, but there are also the CNNs and NPRs of news, and the Saccas of the tech world, and the long middle part of the curve of bands and critics and pundits that have tens or hundreds of thousands of followers. It seems obvious to me at this point that this is really what Twitter is for: tracking our mega and mini broadcasters, being able to follow along in real time to see what they&#8217;re doing, writing and what they&#8217;re amplifying from others.</p>
<p>That&#8217;s part of how I use it, but I think that my use case is somewhat more complicated, which makes my tweets pretty atypical. My tweet stream is more like a mix of broadcasting, retweets, active conversations with friends, debates with other techies, and a bunch of snarky jokes.</p>
<p>I think there are a few reasons for this.</p>
<p>First, because I&#8217;m more of a &#8220;Twitter native&#8221; &#8212; that is, someone who&#8217;s been active on the system since the first million users, I&#8217;ve been part of the &#8216;figuring out&#8217; conversations that have happened, mostly as a user. So I&#8217;ve gone through several generations of the product before it landed on celebrity broadcast as the center, and some of those generations of use case have really stuck with me.</p>
<p>Second, I developed a bunch of my patterns while I worked at Mozilla, a uniquely open organization where Twitter really fit. Because we don&#8217;t have a ton of internal systems for closed communications by design, we like to have conversations in the open, on public wikis, on open IRC channels, and on Twitter. And because I had management responsibility of a distributed, global organization, it helped me to kind of keep track of folks I wasn&#8217;t able to see every day. Beyond that, it let me have some interactions in a public way with people that I could model so that others would see them and (maybe) learn from them. In a lot of ways, I think of it as the modern equivalent of Managing by Walking Around, popularized by Hewlett-Packard long ago. It&#8217;s easy to brush off this use case as not real, but I really did use it a lot for helping to manage at Mozilla.</p>
<p>And while Mozilla is obviously unique in its openness, in a lot of ways the Silicon Valley ecosystem shares some of the characteristics, with lots of actors who are decentralized and distributed, working in different ways but able to share public communication channels like this.</p>
<p>The third reason I&#8217;m quirky in my use, I think, is that I make so many jokes on it. I&#8217;ve always been a guy that&#8217;s most comfortable at the back of the classroom making jokes. It&#8217;s not necessarily the part of my personality I&#8217;m most proud of, but it&#8217;s what I do. I&#8217;m happiest in the back, scribbling semi-related ideas to what&#8217;s going on, making jokes to myself or friends. Twitter gives me a pretty good way to do that sort of thing without being disruptive, and it&#8217;s fun for me.</p>
<p>I guess last is the fact that a lot of close friends also spend a fair amount of time on it, so keeping up with them and interacting with them there is fun and rewarding.</p>
<p>As I&#8217;ve moved up to 50k followers and past, I think it&#8217;s going to start changing how I use it a bit, for better or worse. It&#8217;s becoming somewhat more of a broadcast/audience thing and less of a group-of-friends thing. It remains extremely useful and integral to me, but probably will be so in different ways.</p>
<p>Anyway, enough for now &#8212; just thought I&#8217;d capture a few thoughts here that wouldn&#8217;t fit in 140 characters. <img src='http://john.jubjubs.net/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> </p>
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		<title>My Talk for Adventures of the Mind 2011</title>
		<link>http://john.jubjubs.net/2011/06/25/my-talk-for-adventures-of-the-mind-2011/</link>
		<comments>http://john.jubjubs.net/2011/06/25/my-talk-for-adventures-of-the-mind-2011/#comments</comments>
		<pubDate>Sat, 25 Jun 2011 16:57:10 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/2011/06/25/my-talk-for-adventures-of-the-mind-2011/</guid>
		<description><![CDATA[I&#8217;ll be giving a talk in a few minutes to a conference of high achieving high schoolers called Adventures of the Mind. Amazing collection of students and speakers. Anyway, here&#8217;s what I&#8217;m going to say. &#8212; Adventures of the Mind 2011 Talk A couple of years ago when I gave a talk for Adventures of [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ll be giving a talk in a few minutes to a conference of high achieving high schoolers called Adventures of the Mind. Amazing collection of students and speakers. Anyway, here&#8217;s what I&#8217;m going to say.</p>
<p>&#8212;</p>
<p>Adventures of the Mind 2011 Talk</p>
<p>A couple of years ago when I gave a talk for Adventures of the Mind 2009 in Princeton, I talked about how important the people around you are to success. Because you never know what the big decision points in your life are, it&#8217;s really hard to intentionally design your life. But you CAN design who you spend time with, and being around amazing people &#8212; always trying to put yourself into rooms with people who are smarter than you, even if it makes you feel bad &#8212; that that strategy will tend to mean that great opportunities will find you. </p>
<p>So that was a &#8220;HOW&#8221; talk. How to make sure to be around great choices in your life.</p>
<p>Today I want to give more of a WHAT &#038; WHY talk.  I always like starting with the punchline, so here&#8217;s the punchline for my talk: everyone in this room is amazing potential. But we need to move potential into action, into change, into improvement. Everyone in this room needs to think about how you want the world to be, AND THEN YOU NEED TO GO MAKE THE WORLD YOU WANT.</p>
<p>Make the world you want to live in. That&#8217;s the only way you get it.</p>
<p>But let me start by giving you a little background about me. When I was graduating high school 20 years ago and getting ready to go to Stanford, I figured I would be a physicist. That was the plan until about the 3rd problem set of my Stanford career, which was approximately the hardest thing I&#8217;d ever seen. It was immediately obvious to me that I could never be world class as a physicist, so I went looking for things I could be world class at. And my next stop for several years was computer science and user interface design, which I was pretty good at. But again, as I got out into the working world, it became clear again that while I could be really good at interaction design, there was no way I could be one of the best in the world at it. So, again, I went looking for what I was good at, and what I found was that I was really good at thinking about how to organize people, how to lead them, how to manage them. That I felt I could be world class at, and that&#8217;s been what I&#8217;ve done, working at startups in Silicon Valley for the 20 years since then. </p>
<p>I&#8217;ve meandered around doing interesting things with awesome people since then, but am best known at this point for the job before the one that I have now, as the CEO of Mozilla, who makes Firefox. </p>
<p>So how many of you have used Firefox? </p>
<p>And how many of you knew that it&#8217;s made be a tiny 300 person company that&#8217;s a non-profit?</p>
<p>I want to show you a short video about Mozilla, Firefox, and what a unique organization it is.</p>
<p>(video)</p>
<p>That&#8217;s what I&#8217;ve done over the last 5 or 6 years, and it&#8217;s been amazing. Just trying to make the web better, getting to about 450 million users in the world, breaking the Microsoft monopoly on browsers and operating systems. Making the world a little more like we wanted it. </p>
<p>It was sort of an accident that I ended up at Mozilla though &#8212; let me tell you that story: after my own startup, I was trying to find my next thing &#8212; I actually wanted to be a venture capitalist, which is what I am now, but in 2005 I couldn&#8217;t find the right place for me. I ran into Mitchell Baker, who ran the Mozilla project, then about 15 employees total, and told her I really liked what they were doing, and that I&#8217;d like to help. She said great! So we had this awesome brainstorming session, felt like we could make things better, I went home and wrote up this really long e-mail about what I thought she should do. And she never responded to me. This happened a couple of times, and I eventually said, &#8220;Shit. If I want to help, I probably need to go actually work there.&#8221;</p>
<p>But still I was on the fence. </p>
<p>Then something lucky happened: Mitchell invited me to go to a meeting with her and the other leaders at Yahoo (this was back when Yahoo was still marginally cool), where we would meet with Jerry Yang. So I tagged along, excited to meet Jerry. Well, he showed up 45 minutes late for an hour long meeting, and he started yelling at us right away. Long story about exactly why he yelled at us, but roughly it&#8217;s because people were adopting Firefox so quickly that it was causing Yahoo real market share problems. He yelled at us for a while, but I really wasn&#8217;t listening that closely, because it was then and there that I decided I had to join Mozilla full time. </p>
<p>I figured if we could get a billionaire to get so angry that he yelled at us, we were probably doing a bunch of things really, really right.</p>
<p>Since then I&#8217;ve discovered that it&#8217;s actually a lot easier than you might think to get billionaires to yell at you, but those are stories for another time, maybe once you&#8217;re all over 21.</p>
<p>Here&#8217;s my point: everyone expected me to go be a venture capitalist or start my next for profit company &#8212; but I accidentally found an opportunity at this weird, funky non-profit that gave me a massive chance to make the world a little closer to the way I wanted. So I couldn&#8217;t escape the gravitational pull, and signed up. Best decision of my career. </p>
<p>Let me shift gears &#8211; today I&#8217;m a partner at Greylock Partners, a venture capital firm in Silicon Valley. We find interesting, early startups to invest in and help them grow into great companies that change the world. We&#8217;ve been very fortunate to find and work with some of the most successful companies in history, including Facebook, LinkedIn and Pandora. </p>
<p>(And I have to tell you quickly about one of the incredible companies we&#8217;re involved with that just announced &#8211; it&#8217;s a company called Lytro, and I figure they&#8217;re about to change photography forever, by introducing what&#8217;s called a &#8216;light field camera&#8217; &#8211; a camera that doesn&#8217;t just take a picture of one plane of focus, but rather captures all the light rays in a scene at once, which means you can do things like focus the picture after the fact. Incredible.)</p>
<p>And these are incredible times in Silicon Valley and around the world, with technology having such a huge impact &#8212; more things are changing, for more people, more quickly than in any time in history. We&#8217;re going through a massive, and fast, revolution. Apple and Facebook and Google and Mozilla and others are changing the way we work, the way we communicate, the way we live. </p>
<p>There are 3 massive shifts happening all at one time:</p>
<p>1. The rise of ubiquitous and mobile computing: phones and tablets are going to be 10 or 100 times bigger than anything we&#8217;ve ever seen. Soon we&#8217;ll have 2 billion smart phones on the planet. </p>
<p>2. Social networks like Facebook and LinkedIn have connected everyone together, which means collaboration happens at a wicked fast pace. And it&#8217;s speeding up. You can get your products to hundreds of millions of people in a matter of days now. Think about that. </p>
<p>3. And we&#8217;ve figured out how to make the &#8220;cloud&#8221; work. So anytime you&#8217;re anywhere, from any device, you can get to your pictures, your data, your life. </p>
<p>Nothing like this has ever happened before. I can&#8217;t overstate how massive this is.</p>
<p>But we still have many choices to make. Do you want to live in an Apple defined world? Or a Google one? Or a Facebook and Twitter world? The point I&#8217;m trying to make is that technology choices have implications. Technology platforms have points of view. The choices that you make matter. And an Apple-y world is very very different than a Googley world. So which one of those do you want?</p>
<p>I suspect you all know that the answer is &#8220;none of the above&#8221; &#8212; as you all go become scientists and engineers and entrepreneurs and citizens, I hope you think hard not about whose technology world view you want to adopt, but rather what the world you want to live in looks like, and that you think hard about how to make that world happen. </p>
<p>For me, that&#8217;s the definition of creativity and entrepreneurship. Finding the things in our world that are broken, and then going and fixing the ones you care about.</p>
<p>So I hope all of you head into your next phase of life with the mindset of an entrepreneur, looking for things to fix, wondering why things aren&#8217;t the way they should be. And then going and making the world the way you want it to be by starting the next Facebook or LinkedIn or Kiva or Mozilla.</p>
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		<title>Placeholders</title>
		<link>http://john.jubjubs.net/2011/05/12/placeholders/</link>
		<comments>http://john.jubjubs.net/2011/05/12/placeholders/#comments</comments>
		<pubDate>Thu, 12 May 2011 14:53:25 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Books]]></category>
		<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1302</guid>
		<description><![CDATA[I&#8217;ve been super busy lately, and haven&#8217;t had a lot of time to write here unfortunately, but hoping to fix that in the coming few days. Lots to write about; wanted to put down a few placeholders of things I&#8217;m planning to write about. On Scaling: spent some time talking with a professor friend of [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ve been super busy lately, and haven&#8217;t had a lot of time to write here unfortunately, but hoping to fix that in the coming few days. Lots to write about; wanted to put down a few placeholders of things I&#8217;m planning to write about.</p>
<p><strong>On Scaling: </strong>spent some time talking with a professor friend of mine over the past few weeks about how organizations scale to have massive impact; realized that there are fundamental differences in approach. On one side, you assume that the core that you have &#8212; yourself, a small org, whatever &#8212; is the essence and you want to extend that to the rest of the world &#8212; but in some way, the new converts will always be pale reflections of the core. On the other side, you assume that you&#8217;ve figured out how to do something interesting, and want to enable lots of other people to do it as well as unexpected and new things &#8212; so the assumption here is that by scaling you increase diversity, increase quality, and you get <em>better </em>overall as you get bigger, not weaker &amp; thinner.</p>
<p><strong>Not Understanding Modern Technology &amp; Products: </strong>In <a href="http://www.nytimes.com/2011/05/04/technology/04chrome.html?_r=1">an NYT article a month or so back</a>, HBS professor David Yoffee said this: &#8216;“The problem for both Firefox and Chrome is how are they going to  convince customers that they have a significantly better product, worth  the hassle of actually going and downloading something that’s new and  different.”&#8217; This was very surprising to me &#8212; it&#8217;s such old thinking, not really in line with the way technology products (Internet products in particular) spread in today&#8217;s world. I don&#8217;t know Prof Yoffee, but in my view, technology products spread today much more like political campaigns and memes, not as careful, considered evaluations of whether other alternatives are better than what someone has today. I&#8217;m not putting a value judgement on that phenomenon at all, just noting it, and think that it&#8217;s worth exploring a bit.</p>
<p><strong>Living Inside Everyone Else&#8217;s Greatest Hits Albums: </strong>just some thoughts about how status feeds are changing the way we think about other peoples&#8217; lives, and our own. Maybe a profound observation, maybe a banal one, who can tell?</p>
<p><strong>My First 4 Months in VC: </strong>I&#8217;ve been at Greylock full time now for about 4 months, have some initial observations and things to write about. Steep learning curve, very busy time (and also busy personally), but want to take some time to deconstruct the experience so far and share what I can. (I also have a post on why I joined Greylock in particular to write. Quick hint: it&#8217;s the same reason that Soylent Green tastes so delicious.)<strong><br />
</strong></p>
<p><strong>Alone Together, by Sherry Turkle: </strong>Interesting book, finished it a while back but haven&#8217;t had time to write about it yet. Lots in there.</p>
<p>And then a few other odds &amp; ends, including a great book I&#8217;m reading about the history of the Eastern Roman Empire from about 300 AD until 1500 AD. I get that this will be of incredibly limited and esoteric interest to even my nerdiest friends, but I&#8217;m loving it. Fish gotta swim.</p>
<p>Hopefully more soon. What else should I write about? <img src='http://john.jubjubs.net/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> </p>
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		<title>HCI:20 and me</title>
		<link>http://john.jubjubs.net/2011/03/15/hci20-and-me/</link>
		<comments>http://john.jubjubs.net/2011/03/15/hci20-and-me/#comments</comments>
		<pubDate>Wed, 16 Mar 2011 02:45:05 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Design]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>
		<category><![CDATA[Stanford]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1276</guid>
		<description><![CDATA[This post is a little bit random &#8212; some reflections on my own past triggered by an event at Stanford &#8212; might be of general interest, might be of interest just to me. That&#8217;s sort of why I blog. Anyway, a few weeks back I was lucky to attend HCI:20 at Stanford, a celebration of [...]]]></description>
			<content:encoded><![CDATA[<p><!-- p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica} p.p2 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px Helvetica; min-height: 14.0px} -->This post is a little bit random &#8212; some reflections on my own past triggered by an event at Stanford &#8212; might be of general interest, might be of interest just to me. That&#8217;s sort of why I blog. <img src='http://john.jubjubs.net/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> </p>
<p>Anyway, a few weeks back I was lucky to attend HCI:20 at Stanford, a celebration of the 20th anniversary of the Human-Computer Interaction program at Stanford, started by Terry Winograd. There were a bunch of themes that I found noteworthy, and it was great to reflect on the origins and history of the program. And it was really fantastic to hear colleagues and friends of Professor Winograd talk about his contributions and impact over many years.</p>
<p>One of the first speakers talked about a paper Winograd published in January 1971 &#8212; coincidentally the month I was born. It was an AI paper on some work he was doing at the AI Lab at MIT &#8212; really focused on computers understanding human language. And that was Terry&#8217;s focus for quite a long while, doing work with Flores on computers and cognition. It&#8217;s amazing to think about that &#8212; that so much of the modern discipline of HCI and interaction design grew up from roots in getting computers to understand and communicate in natural language. It makes total sense, of course &#8212; that the same people who were trying to figure out how to get computers to understand how to interact with us are the people now trying to build more effective interfaces &#8212; the interfaces have just changed.</p>
<p>The line up of speakers was incredible &#8212; sort of a historical trip from then until now &#8212; here are a few:</p>
<ul>
<li>Danny Bobrow &amp; Stu Card (early NLP)</li>
<li>Fernando Flores (who Terry wrote Computers and Cognition with)</li>
<li>Eric Roberts (who worked early on CPSR and the ethical foundations of computing)</li>
<li>Reid Hoffman (trained in Symbolic Systems &amp; philosophy)</li>
<li>Don Norman (trained as an EE and a psychologist)</li>
<li>Steve Cousins (robotics)</li>
<li>David Kelley (founder of IDEO, and the Stanford d.school)</li>
</ul>
<p>So you see a journey from language/AI through philosophy &amp; psychology and on to design thinking &#8212; in my view, that&#8217;s when things really started taking off. The foundations in linguistics and computation (not to mention ethics) were extremely important, but it was when iteration and design thinking got into the mix that the field really started gaining momentum and influence.</p>
<p>I started my own interest in HCI in about 1991, when the work was just starting to be oriented around design thinking (Bill Verplank from PARC, IDEO and Interval) and anthropology. The program had just started; I was probably a sophomore or junior at the time, and a senior friend of mine named Sean White kept telling me that I should look into it, that I would like it a lot. I kept brushing him off &#8212; I thought my path was going to be in (what I thought was the significantly more technical and higher impact world of) computer architecture design (RISC is the future!).</p>
<p>There were two events that were pivotal for me (beyond Sean&#8217;s good-natured prodding). [and a short aside here is in order -- not only did Sean affect what my course of study would be, but about a decade later, having not been in touch for many years, out of the blue Sean sent an e-mail introducing me to someone named Reid Hoffman, then an exec at PayPal. No agenda, no motive, the note just said that he thought we might like knowing each other. That was the start for what's turned into an exceptionally productive relationship -- Sean profoundly affected my life a 2nd time!] But back to this story&#8230;</p>
<p>The first pivotal event was an internship I had at Sun Microsystems, working on graphics hardware. At the time it was obvious that Silicon Graphics was the important competitor and that hardware architecture was the important thing to work on. (Note to self: what seems completely, totally obvious today often seems pretty ridiculous in hindsight.) But fortunately that was a time when Scott McNealy was CEO and he really opened up the place to interns &#8212; he really encouraged us to poke around inside Sun, to talk with interesting people, and to generally make nuisances of ourselves. One of the guys I&#8217;m sure I annoyed was Bob Glass, a UI designer nicknamed &#8220;Dr. Bob&#8221; who had come to Sun from Apple to &#8220;drain the swamp or pave it over&#8221; &#8212; talking about the crappy UIs that Unix always had (especially) compared to Apple. Clearly, he didn&#8217;t really win that particular battle, but he framed an important problem for me as we talked in his office. He said this: <em>&#8220;Who cares how fast the architecture is if nobody uses it?&#8221;</em></p>
<p>That single question, quite literally, changed my life.</p>
<p>I finally started to understand what Sean White had been saying all along, and started looking seriously into pursing HCI at Stanford. The second pivotal moment for me came shortly after, when I read an essay by Mitch Kapor making the case for software design as a profession.</p>
<p>After that series of events, I was pretty well hooked, and dove into learning everything I could about how to design systems that people actually wanted to use; software that made people&#8217;s lives better. I started working on my master&#8217;s degree at Stanford with Professor Winograd as my advisor.</p>
<p>There were only 2 courses in the curriculum at the time: CS247A, something like fundamentals of HCI, taught by Bill Verplank, and CS247B, something like using anthropological techniques to do needfinding, taught by someone who I remembered liking a LOT, but who I can&#8217;t recall anymore.</p>
<p>At that point, I became the Annoying Junior Design Guy, quoting a (complaining) Don Norman all the time, asking everyone why the clocks on their VCRs and microwaves were always blinking &#8220;12:00&#8243; and generally just bitching about how badly designed the world was. I&#8217;m sure I was a real treat to be around. But then I got involved in a few more classes that I just really loved.</p>
<p>CS447, taught by Terry Winograd and David Kelley, was a design lab affiliated with the then-annual Apple Design Competition &#8212; I learned a lot about how hard it is to actually make things that don&#8217;t suck. (Which, happily for everyone, subsequently reduced the amount of complaining about bad design that I did.)</p>
<p>I remember taking a class on Filmcraft in User Interface Design that pretty much blew my mind. The instructors of that class were Chuck Clanton and Emilie Young from First Person, a Sun spinout building a set top box that would fail, but would ultimately be the foundations of the Java programming language. They were really pioneers in thinking about how to use animation in computer interfaces &#8212; very early forerunners of the physics in the UI of today&#8217;s iPhones.</p>
<p>Many foundational elements were put in place by Professor Winograd and friends in the early nineties &#8212; but I think that maybe the most important was getting the IDEO folks, and David Kelley in particular, involved. It brought a human-centeredness to the work that we did and that Stanford taught, and a religion around iteration that has served the program well since, and paved the way for a lot of what the Stanford d.School is today. Winograd did all this stuff at a time when, especially among &#8220;proper&#8221; computer scientists it wasn&#8217;t very fashionable &#8212; but he had conviction and passion around the work &#8212; and of course he was right to.</p>
<p>From the vantage point of 2011, it&#8217;s clear that the work done by Winograd and the rest of the growing HCI group there is important and has had a large impact on creating thoughtful designers.</p>
<p>It&#8217;s also very, very clear that our educational system hasn&#8217;t produced nearly enough good designers who are technical enough and talented enough to build all the great products and companies that Silicon Valley (and the world) are trying to build. That&#8217;s not particularly an indictment of the educational system &#8212; we&#8217;re in a golden age of technology development &#8212; a sort of New Cambrian Age of personal digital life. There are so many new things to build, so many new areas of communication to explore and create, so many new interactions to create from whole cloth &#8212; as a society and as an industry, we&#8217;re going to have an insatiable appetite for great designers certainly for the coming decades.</p>
<p>We&#8217;re in a time now when everything&#8217;s changing; everything is up for grabs. I&#8217;m just incredibly glad that Professor Winograd and his colleagues had the foresight to set the foundations that we&#8217;re building on so quickly today. And personally grateful for Sean White pushing me to notice the things that were happening right under my nose.</p>
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		<title>TED 2011 for me</title>
		<link>http://john.jubjubs.net/2011/03/04/ted-2011-for-me/</link>
		<comments>http://john.jubjubs.net/2011/03/04/ted-2011-for-me/#comments</comments>
		<pubDate>Sat, 05 Mar 2011 00:28:24 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Design]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1281</guid>
		<description><![CDATA[I&#8217;m at the airport waiting for my flight home from TED 2011, my third trip to TED. TED is an amazing conference and community &#8211; every time I&#8217;ve been it&#8217;s been different but also a little bit the same. I&#8217;ve watched the videos for several years, of course &#8211; they&#8217;re a monumental source of inspiration [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;m at the airport waiting for my flight home from TED 2011, my third trip to TED. TED is an amazing conference and community &#8211; every time I&#8217;ve been it&#8217;s been different but also a little bit the same.</p>
<p>I&#8217;ve watched the videos for several years, of course &#8211; they&#8217;re a monumental source of inspiration and erudition and passion and intellect &#8211; not to mention sort of a master&#8217;s class in presentation skills. So when I was able to attend for the first time in 2009, it was a little mind blowing. I was overwhelmed with everything. The content, the experience, the caliber of attendees, everything. Browsing the bookstore with Peter Gabriel. Sitting behind Paul Simon for one of the sessions. Using a urinal next to Bill Gates. (it seemed notable at the time. Now not so much.) Everything was overwhelming. I spent the week just soaking it all up, attending most every presentation and just loving it all.</p>
<p>My second time, in 2010, was really different. I had decided I was going to leave Mozilla, and so a lot of what I was starting to work on was figuring out how to make that happen in the best possible way. That meant I was working more &#8211; doing email, talking with people to brainstorm about potential candidates, etc. TED is structured physically in a really interesting way &#8211; there&#8217;s the main auditorium where many people watch the talks, but there are also many spaces around the auditorium and even in tents outside where the talks are simulcast and provide spaces to work without bothering other audience members. It&#8217;s a way to watch but with a little less investment; it&#8217;s also a way to be more social as you process the content. And of course it&#8217;s a way to watch with friends. So I didn&#8217;t connect with as much of the speaker content then as I had the previous year, but a couple of talks were revelatory, and I noted a bunch of them to watch later (which I did for the most part.)</p>
<p>This year felt different yet again. It was my first time here that I felt, more than anything, like it was a gathering of my community, of my friends, and I felt like part of it, rather than attending a conference. I happened to know a few of the speakers and got to talk with them both before and after their talks. Instead of just being excited to be around folks, I got into really, really interesting conversations with them about areas of their expertise, of my expertise, and then a bunch of areas where none of us knew much of anything. (I felt particularly lucky to spend time with Mohamed Nanabhay head of Al Jazeera English online &#8211; and to hear him talk about what it was like in the Doha newsroom when Mubarak left. Inspiring.) Like last year, though, I worked quite a bit, whether it was talking with other technologists and investors or paying attention to my e-mail. As a result, I again felt a little distanced from the content unfortunately, except for a few of the sessions. That&#8217;s something I plan to change next year &#8211; I&#8217;ll still have plenty of work to do, but I&#8217;m going to work hard to make sure that when I&#8217;m around the presentations that I let myself engage, focus, and let the content surround me more.</p>
<p>Even so, TED has a way of sneaking up on you, and the last day was tremendously inspiring. Was great to hear Jack Horner talking about building dinosaurs out of chickens (and I&#8217;m excited to visit him in Montana this summer). Was amazing to hear General McChrystal talk about leadership, and Kathryn Schulz talk about being wrong. But the last two talks were the gems for me. John Hunter, a 4th grade teacher from Virginia got up to talk about his &#8220;Peace Game,&#8221; which he&#8217;s been using to teach for 30 years. (there&#8217;s a documentary about him called World Peace and other 4th Grade Accomplishments). Hard to summarize, but take my word for it: watch it when it&#8217;s released online. We need more teachers like John getting their voices heard by folks more often. It&#8217;s very very easy to be discouraged and cynical about the state of education today &#8211; I often am myself &#8211; but that glosses over the fact that there are thousands &#8211; tens of thousands &#8211; of minor miracles happening every day in our classrooms. There are thousands of incredible, inspirational, talented teachers who are helping our kids understand, and build, and become. The system is busted, sure. But there are teachers like John who are revelatory, and they should get more chances for their voices to be heard and inspire us all. </p>
<p>The conference finished up with a Roger Ebert, who talked quite literally, about losing his own voice and finding it again. As he noted himself, it&#8217;s a little tough to look at him &#8211; he lost his jaw to cancer several years ago, nearly died several times, and can no longer eat, drink or speak. But the guy has always been an incredible communicator, and still is. When they were setting up for his talk, they put 4 chairs on stage, which had me scratching my head. He came in and sat down and (of course) played a movie clip from 2001 of HAL being shut down. Then 3 people joined him: his wife, Dean Ornish, and John Hunter (who I mentioned above). And they brought out his MacBook for him. He used the voice synthesizer on his laptop to start his talk &#8211; and he provided a sort of narration on top by using his (very expressive) facial expressions as an accompaniment. Then, as he noted that synthesized voices tend to put people to sleep, he had his wife, Dean, and John each read parts of his talk for him, again, adding his own visual expressions as they went. The talk was about, in the main, his journey of losing his voice to using technology like voice synthesis and blogs and Twitter to find it again. It was a wonderful meditation on what it means to literally lose your voice, and to look disabled but not to think that way. The most emotional part of the week was experiencing his wife reading his words about how others see him now, disfigured, and the assumptions that he sees them make. She had to pause for part &#8212; it was the most amazing thing to watch. Because Roger had written very matter-of-fact words about how people perceive him present state &#8211; they assume he&#8217;s broken in other ways &#8211; and he seems to have come to peace with it. But watching the emotion from his wife as she tried to read those words &#8211; what was incredibly, incredibly clear is that she doesn&#8217;t seem him in that way at all, doesn&#8217;t think that others do, that she hurts that he feels this way about his relationship to the world, whether he&#8217;s at peace with it or not. And mostly that she just really loves him in a profound way. It was a beautiful, touching thing to experience &#8211; I was pretty much a wreck, and I&#8217;m sure that most everyone in attendance was.</p>
<p>So that&#8217;s the thing about TED. Every time I go, there are at least a couple of experiences that I have that change the way that I look at the world, the way that I want to be when I go home. TED makes you want to be better, smarter, more present, more thoughtful, more impactful, more human. To be a better citizen and a better professional and a better dad and a better husband and a better friend. That type of inspiration doesn&#8217;t happen all that much, and it&#8217;s worth the price of admission every time.</p>
<p>And that&#8217;s why June Cohen and Tom Rielly, on the TED team are two of my true heroes. They both have chosen to spend their lives working on building up TED outside of just the week of the conference every year. Tom has built the TED Fellows program, which started out pretty damn great and at this point is starting to move into basically ass-kicking-terrifyingly-awesome territory. And June, who put TED Talks online for everyone to see, including subtitling into 80+ languages. </p>
<p>That, my friends, is how you change the world. </p>
<p>That&#8217;s how you take this beautiful, wonderful experience for a few people in California each year and turn it into something that anyone &#8212; anyone! &#8212; can use to make themselves, their community, their world better themselves.</p>
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		<title>NY Times on Tweet/Life Balance</title>
		<link>http://john.jubjubs.net/2011/02/06/ny-times-on-tweetlife-balance/</link>
		<comments>http://john.jubjubs.net/2011/02/06/ny-times-on-tweetlife-balance/#comments</comments>
		<pubDate>Sun, 06 Feb 2011 16:59:14 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1274</guid>
		<description><![CDATA[In today&#8217;s New York Times Business Section, there&#8217;s a piece on the current state of work life balance, in an age of iPhones and Twitter (more or less). I&#8217;m quoted in it a little bit, so figured I would write some about the conversation I had with the writer and some thoughts that didn&#8217;t make [...]]]></description>
			<content:encoded><![CDATA[<p>In today&#8217;s New York Times Business Section, there&#8217;s a <a href="https://www.nytimes.com/2011/02/06/business/06limits.html">piece on the current state of work life balance</a>, in an age of iPhones and Twitter (more or less). I&#8217;m quoted in it a little bit, so figured I would write some about the conversation I had with the writer and some thoughts that didn&#8217;t make it into the piece.</p>
<p>I talked with Mickey (the author) while I was taking time off between Mozilla and Greylock, right after I had written <a href="http://john.jubjubs.net/2011/01/03/slowing-down-my-clock/">this blog post on disconnecting</a>. I got connected to her via <a href="http://bobsutton.typepad.com/">Bob Sutton</a>, who&#8217;s in the article as well, and who&#8217;s always thoughtful and very quotable. Before I took off for vacation, my partner David Sze suggested to me that I totally disconnect from everything, saying that I would find the silence precious. He was right, for sure &#8212; but I just couldn&#8217;t really figure out how to do it. Too much of my life now is tangled up in e-mail, Twitter, Facebook, others. I think of myself as essentially an introvert, but I get a lot out of having the social connectivity that I do online. It&#8217;s all just become a part of my life that is very, very hard to turn off &#8212; it&#8217;s a little bit like turning off &#8220;talking to the neighbors,&#8221; at least for me.</p>
<p>I can&#8217;t really tell you if this is good, bad or indifferent &#8212; it is what it is. It does feel different than even a couple of years ago. As I mentioned in the article, it&#8217;s become a sort of &#8220;peripheral vision&#8221; &#8212; I can generally keep track of how people I care about and work with are feeling by reading what they tweet about and share on Facebook. How much they&#8217;re sharing is pertinent, too &#8212; you can sort of see some of the ebbs and flows of peoples&#8217; lives.</p>
<p>One of the things that didn&#8217;t make it into the article is that I found engaging on Twitter indispensable for managing effectively at Mozilla. Hewlett &amp; Packard used to talk about &#8220;managing by walking around&#8221; &#8212; the idea that the best way to understand what&#8217;s happening in an organization is just to walk around and observe it yourself. To meet people where they work, to talk with them about whatever is on their mind, to ask lots of questions. I really, really believe in doing that &#8212; more than being useful, I just really enjoyed doing it.</p>
<p>With so many Mozillians distributed around the world, living in Twitter became a modern sort of walking around for me. I followed and interacted with dozens of folks this way over the last couple of years. Clearly, not everyone was there &#8212; and we have a couple of other online forums that are probably even more important (IRC &amp; Bugzilla) &#8212; but many were. And it was a great way to understand what was top of mind for folks, to understand who was feeling discouraged, who was feeling ready for new things. And just to commune with each other, really. I learned a lot by thinking about it that way.</p>
<p>Mozilla is unusual in its openness, so it&#8217;s hard for me to completely generalize from that experience &#8212; because of the open product roadmap and the open community involvement, doing all this stuff on the public internet was pretty natural. Obviously many (most?) companies won&#8217;t be able to do it quite like this. Conversely, I don&#8217;t think the closed, enterprise-only systems like Jive, Yammer &amp; others are as diverse and rich in information (although they&#8217;re very clearly useful and will be successful). But as organizations become more agile, more distributed, more mixed in with other organizations in their processes and workforces, I think we&#8217;ll start to see tools that enable this peripheral vision or managing by walking around across boundaries that used to be more distinct.</p>
<p>Anyway, as to the main point of the article, I obviously haven&#8217;t really done much disconnecting at all. It was nice to try for a few days, but also felt like a lot of life was missing. For good or bad, for better or worse &#8212; this is life and work in modern times. We&#8217;re all learning together how to make sense of ubiquitous connectivity, of persistent projections of ourselves online, and the tensions between our physical world and our increasingly meaningful virtual one.</p>
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		<title>Social Artifacts</title>
		<link>http://john.jubjubs.net/2011/02/05/social-artifacts/</link>
		<comments>http://john.jubjubs.net/2011/02/05/social-artifacts/#comments</comments>
		<pubDate>Sat, 05 Feb 2011 18:48:50 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Books]]></category>
		<category><![CDATA[nerdTech]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1272</guid>
		<description><![CDATA[One more post that&#8217;s (somewhat) related to books and that&#8217;s it for the morning. I&#8217;ve written about the rise of eBooks and the disappearance of physical books from our home and other spaces before; as I&#8217;ve said, I&#8217;m worried that we&#8217;re losing some of the manifestations-in-the-real-world of our personalities &#8212; signals to ourselves and to [...]]]></description>
			<content:encoded><![CDATA[<p>One more post that&#8217;s (somewhat) related to books and that&#8217;s it for the morning.</p>
<p>I&#8217;ve written about the <a href="http://john.jubjubs.net/2011/01/05/books/">rise of eBooks</a> and the <a href="http://john.jubjubs.net/2011/01/05/books/">disappearance of physical books from our home</a> and other spaces before; as I&#8217;ve said, I&#8217;m worried that we&#8217;re losing some of the manifestations-in-the-real-world of our personalities &#8212; signals to ourselves and to others about who we are, what we care about, and what our values are. You might call the general category Social Artifacts or Cultural Artifacts.</p>
<p>Social artifacts are everywhere you look, of course. They&#8217;re the items we put on our desks, the pictures we put on our walls, the clothes we wear, the vehicles we ride in, etc etc. Lots of items we have in our lives show implicit values.</p>
<p>[aside: There is, for sure, a difference between what we <em>imply </em>by the choices we make and what others <em>infer </em>about us. I'm glossing over that distinction a bit, but maybe will come back to it.]</p>
<p>There&#8217;s a reason why books do such a good job of communicating values, though: there are a <em>lot </em>of choices, and they&#8217;re deep choices. While it&#8217;s likely that I might love a few books that are the same as the ones that you really love &#8212; but there&#8217;s just about no chance that in a collection of 20 or 30 that we&#8217;d have the same set. And so there&#8217;s a richness in the information you get from seeing what books someone has in their house, or that they&#8217;re carrying around to read on their lunch breaks over time. With books disappearing from our public and private spaces (we can argue about the pace that it&#8217;s happening at, I think, but not about whether it&#8217;s starting), we&#8217;re seeing different types of signals, but I think they&#8217;re more generic. What clothes you wear, what furniture you like, what smart phone you use. (Which, I have to say, is a <em>bizarre </em>social signal. We are not our computers.)</p>
<p>More and more of these social artifacts are virtual, absolutely, and there&#8217;s infinite richness there. But it&#8217;s pretty uneven. For some people, it&#8217;s pretty easy to see their collection of social artifacts because they&#8217;ve lived online for a long time and have often curated them. Joi Ito probably has the <a href="http://joi.ito.com/">clearest set of signals</a>, and he&#8217;s been working on that for years. Myself, I&#8217;m relatively knowable, between my <a href="http://john.jubjubs.net">blog</a>, <a href="http://www.twitter.com/johnolilly">tweets</a>, etc etc. I&#8217;ve been playing this week with my profile on Shelfari, too &#8212; it&#8217;s now got my <a href="http://www.shelfari.com/johnolilly">15 year media purchase history from Amazon</a> on it &#8212; but it isn&#8217;t really right. It&#8217;s taking my old, physical artifacts and grafting them onto the virtual world.</p>
<p>But for people who aren&#8217;t wired a little funny like Joi or me, sometimes it can be hard to see their social artifacts spread around the web. Lots are in Facebook &amp; Twitter. For some people, lots are in Flickr.</p>
<p>Anyway, no real conclusions here. Like every generation, the next generation will find their own ways to express themselves and to interpret others. I think while we&#8217;re in the midst of this transition towards more of our lives happening in the ether, we&#8217;ll see lots of weird juxtapositions like Shelfari showing collections on screens around the house, and they&#8217;ll always look a bit like misfits.</p>
<p>So I guess my takeaway here, in this post that&#8217;s a little all over the place, is that I&#8217;ll miss books as communicators of personality and values, but am on the lookout for emerging systems and am really, really interested in how we&#8217;ll all use them.</p>
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		<title>Drobo S</title>
		<link>http://john.jubjubs.net/2011/01/17/drobo-s/</link>
		<comments>http://john.jubjubs.net/2011/01/17/drobo-s/#comments</comments>
		<pubDate>Tue, 18 Jan 2011 04:06:00 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>
		<category><![CDATA[Greylock]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/2011/01/17/drobo-s/</guid>
		<description><![CDATA[I&#8217;ve been meaning to pick up a Drobo for our house for quite some time &#8212; thanks to Aneel I finally got one last week &#8212; and, as I share below, I really, really like it. They&#8217;ve done a great job, and it should be a great storage and backup solution for us for a [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ve been meaning to pick up a <a href="http://www.drobo.com/">Drobo</a> for our house for quite some time &#8212; thanks to Aneel I finally got one last week &#8212; and, as I share below, I really, really like it. They&#8217;ve done a great job, and it should be a great storage and backup solution for us for a long time to come.</p>
<p>[quick disclosure: <a href="http://www.greylock.com">Greylock Partners</a>, where I work, is an investor in Drobo.]</p>
<p>First off: Drobo is essentially a big box of hard disks that acts like a single disk. It uses a non-RAID technology called BeyondRAID to spread out data in a way that if 1 disk fails, you can still get to all your data. (There&#8217;s also a setting so that you can make it robust to 2 simultaneous drive failures, but that&#8217;s not the default, or what I&#8217;ve set mine on.)</p>
<p>It also has an extremely nice characteristic that you can always hot swap any drive for a replacement or a bigger drive if you run out of space. (Just another step towards robots being in control &#8212; when the Drobo needs more space, it blinks a yellow light at you, effectively saying, &#8220;Human, I require more disk &#8212; please run down to Fry&#8217;s and deposit the new disk beside my blinky light. That is all.&#8221; I, for one, welcome our new robot overlords.)</p>
<p>Anyway, back to the Drobo. I chose the Drobo S, which is a 5 bay unit that&#8217;s direct attached to a machine via eSATA, Firewire 800 or USB3. I dithered back and forth on whether to choose that one or the Drobo FS, which runs everything over Gigabit Ethernet as a networked file server. I chose the direct attached because we have an iMac that&#8217;s pretty much always on, and the vast majority of the data we want to store on the Drobo is from the iMac &#8212; and I figured this would be a simpler configuration. I&#8217;m still on the fence &#8212; I think I would have been just as happy with the FS.</p>
<p>The out of box experience with the Drobo is exceptionally good. The packaging is more like a consumer device, with easy-to-follow 1-2-3 steps on top, clearly marked, and the Drobo itself wrapped in a protective cloth. Essentially, here&#8217;s the process:</p>
<ol>
<li>insert the disks into the Drobo (in my case, 5 1TB Quantums)</li>
<li>install the Drobo software onto the host computer</li>
<li>plug it in</li>
<li>run the Drobo dashboard to specify how you want the partitioning scheme to work, etc</li>
</ol>
<p>Altogether, took about 10 minutes, and the Drobo was happily running, showing to my iMac as a 16 TB volume (even though I&#8217;ve got 5 TB of physical space and more like 3.7 TB of logical space once you factor in the redundancy).</p>
<p>That was really it &#8212; it couldn&#8217;t have been simpler. No complicated decisions, no significant forward looking capacity planning, no nothing. When the yellow blinky light comes on, I&#8217;ll feed it more disk.</p>
<p>To my mind, this is really the only solution there is that&#8217;s simple, performant, stable, expandable, redundant, and not incredibly industrial and expensive. It&#8217;s quiet (much quieter than I expected for 5 drives running) and doesn&#8217;t get hot, and so far has been pretty good about spinning down after disuse. (It could be more aggressive there, but might be pilot error on my part &#8212; need to look into it.)</p>
<p>Anyway, I like it a bunch.</p>
<p><b>Using it for backup with Time Machine</b></p>
<p>It&#8217;s worth talking about my use case here, since there is a minor wrinkle. The reason that I&#8217;m so excited &amp; interested in home storage is that our family&#8217;s data needs are growing, quickly. We&#8217;ve got about 40k digital photos that are getting increasingly large per picture. We&#8217;re taking more and more HD video with our Canon 7D. Most everything we watch for SPL that isn&#8217;t streamed is ripped from other sources and stored. In fact, in the year or so since we got our iMac with what I thought was a pretty reasonably sized 2 TB disk, we&#8217;ve gone from about 600 GB of stuff to 1.3 TB.</p>
<p>It&#8217;s harder than you might think to regularly and reliably back up 1.3 TB in your house.</p>
<p>We had a 2 TB external drive that was doing it for a while, but that&#8217;s not really big enough once your main data set is over a terabyte, especially with Apple&#8217;s Time Machine, since it&#8217;s pretty aggressive about making deltas every hour, day, week, etc. So we needed something bigger than that, but the 3 TB drives aren&#8217;t too available yet, and I wasn&#8217;t really all that keen on replacing that one again in a year or so as our data grew.</p>
<p>Which is why the Drobo is perfect. Just add disks as I want backup to scale.</p>
<p>There is a small problem though, in the interaction between the design of the Drobo and the design of Time Machine. The Drobo just wants to be the biggest disk it can be &#8212; up to (at least) 16 TB, so it tells the iMac to just keep giving it data, letting it (and you, human with a car and a credit card) take care of the physical details.</p>
<p>Time Machine is designed to find an external disk (that you select), start putting files on it and then putting new (or changed) files on it again and again and again until it fills up the disk. So that&#8217;s a virtue if you&#8217;ve got a dedicated disk that&#8217;s backing your data up, to a point.</p>
<p>But since the Drobo advertises to the iMac that it&#8217;s a 16 TB disk, and Time Machine hasn&#8217;t really learned limits yet, Time Machine will happily fill up your physical space, which will cause your yellow Drobo light to come on, which will cause you to install a new disk (and repeat, and repeat), all the way up to the 16 TB that&#8217;s the maximum.</p>
<p>So that&#8217;s not great. What you really want to be able to do is to tell Time Machine to just use a certain amount of space and then start rewriting over older copies. There&#8217;s no way to do that at present in the Time Machine settings (which I feel is silly &#8212; with big disks like Drobo, it&#8217;s an easy thing to add), so you have to instead make Time Machine think it&#8217;s got a smaller disk than it does.</p>
<p>2 ways to do that: (1) partition the Drobo into a logical Time Machine volume, or (2) use sparse bundles. I didn&#8217;t want to do the first one, because in the future I might want to expand the Time Machine volume, which would mean repartitioning the Drobo, and losing my data in the process.</p>
<p>But sparse bundles (or, more precisely, sparse images), which I also use to encrypt my work and personal directories on my laptop, do the trick perfectly. With a sparse image, you can set up something that looks like a disk to your Mac, with an optional maximum size that you set, but that only takes up the space that it&#8217;s actually using.</p>
<p>So I set up a 3.5 TB sparse image that Time Machine backs up to &#8212; as it gets to full, it&#8217;ll do the right thing, keep the total backup space used under 3.5 TB, no problem. <i>And I can resize the sparse image at any time in the future from the Terminal.</i></p>
<p>And that&#8217;s working perfectly at this point.</p>
<p>I used an <a href="http://www.drobo.com/droboapps/downloads/index.php?id=16">Automator script called Time Tamer</a> to do things pretty automatically for me. And there&#8217;s a good discussion of some of this stuff on a couple of blogs &#8212; <a href="http://nslog.com/2008/11/11/formatting_the_drobo_for_time_machine_backups">this one</a> was most helpful to me.</p>
<p>Bottom line: the Drobo S is going to be perfect for us, and I couldn&#8217;t be happier to have it. I know it&#8217;s decidedly nerdy to get excited about a storage solution, but there you have it. <img src='http://john.jubjubs.net/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> </p>
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		<title>Books &amp; eBooks</title>
		<link>http://john.jubjubs.net/2010/07/27/books-ebooks/</link>
		<comments>http://john.jubjubs.net/2010/07/27/books-ebooks/#comments</comments>
		<pubDate>Wed, 28 Jul 2010 02:51:51 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Books]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1151</guid>
		<description><![CDATA[A few days ago, I tweeted an article from TechCrunch about how Amazon reports that last month, they sold 180 Kindle books for every 100 hardcover books. It&#8217;s a little hard to do a complete analysis from the few numbers that they reported, especially because it&#8217;s not apples-to-apples on price, titles, etc &#8212; but even [...]]]></description>
			<content:encoded><![CDATA[<p>A few days ago, I tweeted an article from TechCrunch about how <a href="http://techcrunch.com/2010/07/19/kindle-sales/">Amazon reports that last month, they sold 180 Kindle books for every 100 hardcover books</a>. It&#8217;s a little hard to do a complete analysis from the few numbers that they reported, especially because it&#8217;s not apples-to-apples on price, titles, etc &#8212; but even directionally, this is an amazing milestone. It&#8217;s incredible to me how quickly eBooks have emerged, after languishing for so long.</p>
<p>For me personally, it&#8217;s acute: I don&#8217;t really even like buying books that I can&#8217;t get electronically anymore. It shows in my library &#8212; I&#8217;ve been giving away about 100-200 books a year to our public library, but still have well over 1,000 in the house. <em>But I have more than 150 on my Kindle, after 2 1/2 years.</em> My physical library is shrinking, my electronic one growing.</p>
<p>I have zero sentimentality &#8211; <em>none </em>- about the form of the book. I&#8217;ve noted elsewhere that what I discovered on getting my Kindle is that it isn&#8217;t particularly books that I love so much, it&#8217;s <em>reading </em>that I love. Novels, non-fiction works, short stories, whatever. It&#8217;s the words that I&#8217;ve always cared about, the ideas, the narratives, the characters. Not the wood pulp, the binding glue, the flashy book jackets (that often don&#8217;t have anything at all to do with the author&#8217;s intent).</p>
<p>But lately I&#8217;m worried that as we rush headlong into the electronic future that we&#8217;re losing something.</p>
<p>I think it&#8217;s pretty clear that we&#8217;re not reading as well &#8212; every reader I talk with reports that they&#8217;re not comprehending the books quite as deeply as they used to. I believe we&#8217;ll get better at reading electronically, and the format will allow better paging through and spatial memory eventually, but that&#8217;s far from obvious to me. (Most avid readers I talk with say that they can usually remember where on the page they read something &#8212; top left, lower right, in the middle, whatever &#8212; and that&#8217;s always been true for me. The reflowable digital form obviously breaks that spatial memory, and is a bit of a problem.)</p>
<p>But the thing I&#8217;m worried about more lately is the disappearance of books in our physical spaces. I&#8217;ve always found that when I go visit peoples&#8217; houses that what&#8217;s on their bookshelves is a bit of a lens into their lives and their values. Almost invariably when people come over to our house for dinner, I&#8217;ll hand them a book from my shelves that they&#8217;re interested in with no expectation (or desire, actually) to get the book back.</p>
<p>I find it even in my own home &#8212; when I&#8217;m in the office, I&#8217;ll often notice a cluster of books about something that reminds me of a time in my life, or stokes an old curiosity, or that just makes me happy.</p>
<p>But now the books we have in our house don&#8217;t really represent the current me. We tend to have 3 categories: (1) kids books, (2) coffee table books, and (3) books from our past that we haven&#8217;t given away yet. I believe that will happen in most homes &#8212; and maybe it already has been, since the introduction of the television &#8212; and it makes our personal spaces much more anonymous &#8212; more screens, less deep content.</p>
<p>I feel the same thing as I travel around &#8212; in the airport or on airplanes, nobody can see what I&#8217;m reading. Mostly, that&#8217;s okay with me &#8212; I didn&#8217;t really want to talk to my seat neighbor about Stieg Larsson that much anyway. But it bugs me more that my wife can&#8217;t see what I&#8217;m reading &#8212; the books used to serve as an instant conversation-starter. Now the reading experience is faceless, not conversation-inviting at all.</p>
<p>Anyway, I&#8217;m sure we&#8217;ll replace books as a lens into our brains and lives with something else &#8212; digital picture frames? Facebook pages glowing from our walls at home?</p>
<p>Nevertheless, I think we&#8217;re losing something in the process. That always happens as we move from one technology to the next, but we&#8217;ve overturned a 500 year old technology in less than a decade, and it&#8217;s going to be very disorienting.</p>
<p>I&#8217;ve never missed reading physical books nearly as much as I miss having the physical artifacts in our world, and how so many clues to who we are are disappearing along with them.</p>
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		<title>Reading Books on iPad and Kindle: A Comparison</title>
		<link>http://john.jubjubs.net/2010/05/10/reading-books-on-ipad-and-kindle-a-comparison/</link>
		<comments>http://john.jubjubs.net/2010/05/10/reading-books-on-ipad-and-kindle-a-comparison/#comments</comments>
		<pubDate>Tue, 11 May 2010 03:22:06 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Books]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/2010/05/10/reading-books-on-ipad-and-kindle-a-comparison/</guid>
		<description><![CDATA[I&#8217;ve now had my iPad long enough to read a couple of books all the way through and compare to the experience of reading books on my Kindle. I&#8217;ve come to the opinion that I think for many (most?) people, the iPad will be the more compelling choice. That includes people who read just a [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ve now had my iPad long enough to read a couple of books all the way through and compare to the experience of reading books on my Kindle. I&#8217;ve come to the opinion that I think for many (most?) people, the iPad will be the more compelling choice. That includes people who read just a few books each year, as well as students, as texts for school become more interactive and engaging. But for lifelong readers like myself, who read long books frequently, the Kindle is a superior reading experience for a number of reasons.</p>
<p>In other words, they&#8217;re different devices, and one is not the superset of the other. </p>
<p>I&#8217;ve gone through a few stages in coming to this conclusion &#8212; pre-iPad I was convinced the iPad wouldn&#8217;t be any good for reading at all. I was wrong. The first few weeks I had my iPad, I didn&#8217;t turn on my Kindle a single time. But the last couple of weeks I&#8217;ve been balancing out usage, and finding that I&#8217;m much happier. </p>
<p>The iPad is, for sure, a better experience for magazines, newspapers, and (obviously) web content. (Not to mention video and interactive stuff, which the current Kindle can&#8217;t even attempt.) It&#8217;s quite an acceptable reading experience for books, too, especially if you&#8217;re reading just a few pages at a time. </p>
<p>But whenever I tried to read for a longer time, I found a few problems. It&#8217;s pretty heavy to hold in one hand. The touch UI means the screen is always smudgy and needs attention (that same attention I&#8217;m trying to pay to the actual content). It&#8217;s not very comfortable to hold laying down in bed. And I found that the backlit screen tended to get me worked up as I was trying to drift off to sleep &#8212; sort of defeating the whole purpose. </p>
<p>There&#8217;s also an unusual psychological effect that happens. My brain tends to think of my iPad first in terms of communication &#8212; checking mail, following Twitter, whatever. And so even when I&#8217;m trying to focus on a book, I find myself hopping out of the book for just a few seconds to check up on things. With Kindle, my brain seems to understand that I&#8217;m in long-form-reading mode, and stays more still. </p>
<p>As I&#8217;ve read full books on both devices over the past few weeks, what I&#8217;ve found empirically is that I can read faster, and for longer, and with better understanding and recall when I&#8217;m using my Kindle than when I&#8217;m reading on my iPad. I can&#8217;t prove that to you for a certainty, but it&#8217;s very obvious in my recent reading &#8212; there&#8217;s just no comparison. So for me, the iPad can&#8217;t supersede the Kindle. They&#8217;re different devices for different purposes. </p>
<p>When I use the iPad, in a lot of ways, I feel like I&#8217;m living in the future. It&#8217;s an amazing device &#8212; beautiful, fun to throw data around, etc. And ultimately is an incredibly interesting split between form and function. (The form has essentially nothing that indicates what the function is &#8212; it&#8217;s perfectly plastic.)</p>
<p>And looking at the Kindle, it feels a lot like I&#8217;m looking at the past. It&#8217;s kind of a homely looking device. Has too many buttons in weird shapes. It&#8217;s black and white. Strange to say that about an invention that didn&#8217;t even really exist 3 years ago.</p>
<p>But I think it&#8217;s that in-the-past-ness of the Kindle that&#8217;s also its great strength. I find my mind more still, more focused. I find myself able to pay utmost attention to the content, and to really live in the words and ideas. In an age where I&#8217;m super-twitchy to read my tweets and mails all the time, the focusing effects of Kindle vs iPad feels like a real throwback win. </p>
<p>It&#8217;s pretty clear to me at this point that we&#8217;ve moving into a world where we&#8217;ll all have multiple screens around us &#8212; things we used to call &#8220;televisions,&#8221; or &#8220;phones,&#8221; or &#8220;eBooks,&#8221; or &#8220;computers.&#8221; And some of those screens will be have their own light and computing power like iPad; others will have reflective displays and mostly show content that comes from the cloud, like Kindle. I think as consumers, we&#8217;ll increasingly want all our content on whatever screen happens to fit our current circumstance. What&#8217;s around, what&#8217;s easy to hold, maybe what&#8217;s easy to share with others. It&#8217;s very clear that we&#8217;ll have screens everywhere, and content connected to all of them.</p>
<p>Anyway, like I said at the top: I think that for most folks who only read a little bit, the value proposition of the iPad and everything it can do will be superior. </p>
<p>But for a guy who for his whole life has never gone anywhere without a book in his hand, the iPad just doesn&#8217;t serve me as well as the Kindle for reading books right now. That might change; I might adjust. We&#8217;ll see. But for now, for me, my Kindle is the place for books.</p>
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		<title>Kit</title>
		<link>http://john.jubjubs.net/2010/03/23/kit/</link>
		<comments>http://john.jubjubs.net/2010/03/23/kit/#comments</comments>
		<pubDate>Wed, 24 Mar 2010 00:17:59 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Personal stuff]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1096</guid>
		<description><![CDATA[I&#8217;ll explain the significance of the picture later, but for now, here&#8217;s the background: it&#8217;s me, on a Christmas morning a long time ago, in the basement of the Rome, NY house where we lived. Obviously, I&#8217;m adorable, but that&#8217;s not my point right now. The more important feature of the picture is the television [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://john.jubjubs.net/wp-content/uploads/2010/03/johnny_christmas.jpg"><img class="alignnone size-full wp-image-1097" title="johnny_christmas" src="http://john.jubjubs.net/wp-content/uploads/2010/03/johnny_christmas.jpg" alt="" width="433" height="323" /></a></p>
<p>I&#8217;ll explain the significance of the picture later, but for now, here&#8217;s the background: it&#8217;s me, on a Christmas morning a long time ago, in the basement of the Rome, NY house where we lived. Obviously, I&#8217;m adorable, but that&#8217;s not my point right now. The more important feature of the picture is the television at the right &#8212; it&#8217;s a <a href="http://en.wikipedia.org/wiki/Heathkit">Heathkit</a>, and I&#8217;ll talk about it more below.</p>
<p>Ever since the iPad was announced &amp; described, I&#8217;ve had the elements of a post swirling around in my head. My friend <a href="http://benfry.com/writing/archives/608">Ben last week wrote his</a>, and it says a lot of the things that I was planning to say &#8212; you should go read it. I don&#8217;t necessarily think all of the same things are important, although I agree with him on most of it. For me, the essential point is that we &#8212; Americans, netizens, techies, almost any grouping that I can think of that&#8217;s meaningful &#8212; are at our best when we are makers, when we tinker, when we invent. We&#8217;re at our best when we&#8217;re taking things apart &#8212; whether it&#8217;s technology, laws, organizations &#8212; twisting them around to see how they work, tweaking them this way and that, and eventually creating something new.</p>
<p>Invention and entrepreneurship is at the heart of change and progress; hacking and tinkering is the thing that leads to that invention.</p>
<p>In a nutshell, what worries me about the trajectory of computing is not so much the emergence of tightly-controlled, non-tinkerable boxes, but the presumption that &#8220;normal people&#8221; don&#8217;t ever want to tinker, don&#8217;t want to be bothered with understanding how things work. I think it&#8217;s not true, really &#8212; certainly not for everyone &#8212; but I even think that this distinction between &#8220;normal people&#8221; and &#8220;tinkerers&#8221; or &#8220;techies&#8221; or &#8220;makers&#8221; is bogus at best, and really dangerously corrosive at worst.</p>
<p>So like Ben, I&#8217;ll get an iPad and am really excited about it from an interaction point of view (so please be clear, this is not an anti-iPad rant or an anti-Apple rant), and because it makes computing more human scale than ever &#8212; just like my Kindle has done. But I have real misgivings about it because of the controlled, closed stance that it&#8217;s starting from, and that other technology companies and technologists are adopting.</p>
<p>But first, a little bit of a story about my own background and evolution as an engineer, and how that happened at all.</p>
<p>When I was growing up, I remember my dad futzing around with everything. I remember him having a workshop in each of the houses we lived in (we moved around every few years as the Air Force stationed him in different places). I remember him working on our cars, our plumbing, and on our electrical systems in every house, on appliances, everything. I remember we seem to have built a deck for every house we ever lived in.</p>
<p>But I have this especially strong memory that until I was probably 10 or 11, every television we bought would come in a kit, as a box full of parts, that Dad would put together &#8212; it was always a project for him. Now, as a kid, having a Heathkit television was basically mortifying. I mean, I just wanted us to go buy a &#8220;normal&#8221; television at Sears like everyone else did. Our TV didn&#8217;t look like other folks, and being different as a kid is always a tough feeling.</p>
<p>And, in fact, our first computer was a Sinclair Z-80 that, you guessed it, came in a kit. Then, since there was no prepackaged software to run on it, I typed in a bunch of BASIC programs from <a href="http://en.wikipedia.org/wiki/Byte_%28magazine%29">BYTE</a> magazine. Good times.</p>
<p>The upside of that awkward feeling as a kid, though, has been significant and long lasting. The upside is that I&#8217;ve never really viewed technology as something that was magic. It always had components that added up to the whole, that you could replace, that you could mix in different ways. I&#8217;ve always felt like technology (and organizations, and laws, and most everything else) comes to us in a way that we should be poking at it, thinking about how things work, wondering how to make things better, wondering what would happen if you removed certain things.</p>
<p>I think people will say to me: &#8220;Well, of course. You&#8217;re an engineer; you&#8217;re a tinkerer. That&#8217;s what engineers do &#8212; normal people don&#8217;t assume they can rewire their house, or swap out a power supply on their TV or change the way an operating system works.&#8221;</p>
<p>But I think that&#8217;s bogus. It&#8217;s not like I was born an engineer &#8212; the instinct to fiddle with things isn&#8217;t something we&#8217;re born with. I became a tinkerer because I was exposed to surfaces that allowed &#8212; that invited &#8212; it. I figured out that I liked tweaking and building and creating because I got a bunch of chances to do that stuff, from hardware to software and everything in between. I knew I could do it because Dad modeled that behavior, but also because the stuff we had around the house was inspectable and malleable.</p>
<p>Don&#8217;t misunderstand: I don&#8217;t think it&#8217;s a real problem that I can&#8217;t change the capacitors in my television today &#8212; I think that the most interesting surfaces for tinkering tend to evolve over time &#8212; and today the primary tinkering substrate appears to me to be the open web.</p>
<p>What I do think is a problem is that today, unless you buy the Apple SDK you can&#8217;t modify the software on the device that you already purchased &#8212; that jailbreaking is criminalized and actively fought against. That&#8217;s a problem not because $99 is so exorbitant, but because people who don&#8217;t know they could be tinkerers &#8212; who haven&#8217;t gotten the chances that they need &#8212; won&#8217;t ever get them in that situation. That&#8217;s a problem.</p>
<p>I do think there&#8217;s tremendous creativity being unleashed by the rise of the iPhone and next the iPad &#8212; that&#8217;s a great thing. And I don&#8217;t really have any problem with Apple building systems the way they want to &#8212; they create excellent products and experiences.</p>
<p>The thing that I&#8217;m worried about is this feeling that seems to be growing in technology communities that &#8220;normal people&#8221; &#8212; these non-tinkerers &#8212; don&#8217;t want to tweak things, shouldn&#8217;t be allowed to tweak things, can&#8217;t be trusted with technical matters. Many will choose not to, I completely agree. But we shouldn&#8217;t presume such.</p>
<p>We all have the potential inside us to make things. But we&#8217;re not born into the world as makers &#8212; the world around us &#8212; the people in it and the artifacts in it &#8212; help us to discover what we can be.</p>
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		<title>Reading</title>
		<link>http://john.jubjubs.net/2010/01/27/reading/</link>
		<comments>http://john.jubjubs.net/2010/01/27/reading/#comments</comments>
		<pubDate>Thu, 28 Jan 2010 04:13:16 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[nerdTech]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1081</guid>
		<description><![CDATA[In the main, this isn&#8217;t a post about the iPad, although there&#8217;s a bunch of relevance there, and the conclusion mostly is about the iPad. I&#8217;ve been experimenting with different reading form factors for digital books over the last few weeks &#8212; I&#8217;ve of course had my various Kindles (Kindlii?) for a couple of years [...]]]></description>
			<content:encoded><![CDATA[<p>In the main, this isn&#8217;t a post about the iPad, although there&#8217;s a bunch of relevance there, and the conclusion mostly is about the iPad.</p>
<p>I&#8217;ve been experimenting with different reading form factors for digital books over the last few weeks &#8212; I&#8217;ve of course had my various Kindles (Kindlii?) for a couple of years now, and have basically come to love them. I&#8217;ve read maybe a hundred books, at least a couple of over a thousand pages, and would not trade it. It is <em>decidedly </em>not a perfect device, and is&#8230;what&#8217;s the word?&#8230;oh, right: ugly. But it gets a lot right for the way that I use it.</p>
<p>But I&#8217;ve also been experimenting with reading on my iPhone (via the Kindle app) and on my laptop (again, via the Kindle app) &#8212; and I&#8217;ve <a href="http://john.jubjubs.net/2009/03/12/kindle-kindle-on-iphone/">written about some of my early experience in that mode</a>. And when I say &#8220;experimenting,&#8221; what I mean is that I&#8217;ve been reading whole, long form books on it. When I went to Austin a couple of weeks ago, I intentionally didn&#8217;t bring my Kindle, preferring to try traveling without it.</p>
<p>And I&#8217;ve been trying to read longer chapters and parts of books on my laptop, through the Kindle application for Windows.</p>
<p>So the first conclusion is one that I&#8217;ve made before: it&#8217;s having your book content in the cloud that really makes the big difference. Being able to read your books on any screen that you happen to have with you is the thing that matters.</p>
<p>But beyond that, I&#8217;m finding that I&#8217;m a more capable and thoughtful reader when I use the Kindle, as opposed to the other devices. It&#8217;s a little hard to explain, but I can maintain a certain stillness and focus when I&#8217;m using the Kindle that I haven&#8217;t been able to achieve when reading on the iPhone or laptop &#8212; I find that on those 2 devices, I&#8217;m a little fidgety, and my mind tends to wander towards all the other things I can do on them. My retention isn&#8217;t as good as it is when I&#8217;m reading on the Kindle itself, and my attention span isn&#8217;t as long.</p>
<p>I think there are a few factors here:</p>
<ul>
<li>The backlit LED screens just really are not as good for your eyes for reading text. There&#8217;s a dynamism to the letters from the lighting, I think, that makes it a little harder for me to focus on the letterforms. And I have this feeling that my eyes get fatigued much more quickly with backlit screens.</li>
<li>For the iPhone, the screen is just too small to read books without feeling like they have a <em>million </em>pages. So every book feels super long. It&#8217;s sort of like reading e-mail on your phone &#8212; you always find yourself thinking &#8220;holy cow, this is a long note&#8221; and then when you look at it on your laptop, you discover it was only a couple of lines.</li>
<li>For both the iPhone and laptop, I think I have different mental associations about what I do with them &#8212; so I found myself switching back and forth between apps quite a lot &#8212; which of course took me out of the flow of the book.</li>
<li>The laptop sucks in all sorts of ways for long form reading. There&#8217;s a keyboard between me &amp; the screen, for example. The pixel density isn&#8217;t all that great. Just to name a couple.</li>
<li>The screen on my Kindle is <em>clean.</em> I am pretty fanatical about keeping my Kindle screen free of gunk &#8212; I really don&#8217;t touch it at all, and am careful about wiping it off when I need to. I&#8217;m also a little neurotic (shocking, I know), about keeping my phone (whether iPhone or Nexus One) clean, but there&#8217;s <em>always </em>a layer of grime on there, just because I manipulate the UI with my fingers constantly. [New learning: this is doubly gross when you're home sick. Gah.] Even with the <em>extremely </em>cool oleophobic screens that Apple has created, my iPhone is just grimy.</li>
<li>The last thing is the battery life &#8212; I usually don&#8217;t leave the wireless on for my Kindle, which results in something like 3 weeks of actual use in battery life. I just don&#8217;t ever worry about whether it&#8217;ll run out or not. With the iPhone, I can&#8217;t usually get more than about 13 hours &#8212; so when I fly, I&#8217;m jealous about how I use it, and I&#8217;ve got battery meters running in my head regarding how to keep it charged.</li>
</ul>
<p>I&#8217;m the first to recognize that I&#8217;m not all that typical a reader &#8212; the volume of text I consume, whether long form like text, micro form like twitter, or article length like the web, is pretty high. And I read as much for pleasure as I do for work.</p>
<p>But for me, the Kindle is the must-have device for reading, with the iPhone app a very nice-to-have that I use sometimes, and the laptop really as an only occasional use device &#8212; it&#8217;ll get better when they introduce searching and cataloging, but won&#8217;t ever be primary.</p>
<p>Now, I don&#8217;t know how that will change, <em>for me, </em>with the advent of the iPad. First off, I&#8217;ll very likely get one &#8212; this isn&#8217;t about that, it&#8217;s about whether I&#8217;ll read most books on it. I think they&#8217;ve done a number of very nice things in the user experience on it, and it looks like a more intimate media device than I&#8217;ve ever seen, really.</p>
<p>[As an aside, I noticed a ton of UI elements that seemed bizarre. A wood grain bookshelf actually in the graphics? Showing the pages and the bindings of the books? The spiral tab in the date book? Weird throwbacks to already out-of-date physical forms -- I guess intended to be for the metaphor bridge for the mass market, but still weird.]</p>
<p>It&#8217;s a little hard to tell until I get to read longer books on an iPad, but I don&#8217;t think it&#8217;s going to be the book-reading device for me.</p>
<p>I think it <em>will </em>be exceptional for many other things, and for people who don&#8217;t read as many books, or mostly read shorter form material, it&#8217;s going to be very worth paying the additional money to get the functionality over the Kindle. In other words, for people for whom reading is an occasional activity, or for just a few minutes a day, I think the iPad and devices like it will be fine.</p>
<p>I have a nagging suspicion that it will continue the erosion of our ability to read long form books, and actually to make long form arguments &#8212; with our politics and our marketing and everything else turning into snippets, I think that&#8217;s not such a great thing. But I recognize that&#8217;s a curmudgeony attitude.</p>
<p>I just get the feeling that the ability to watch movies and listen to music and swipe pictures around, etc etc, on a device that is people&#8217;s primary way to also consume books, will mean that the relative time spent reading will go down.</p>
<p>Some other random thoughts:</p>
<ul>
<li>It&#8217;s good to have more readers in the market &#8212; I think that will help everyone.</li>
<li>I&#8217;m very glad they chose a relatively standard format &#8212; ePub &#8212; that&#8217;s a great thing, even though it includes DRM. But I trust the DRM will go away over time.</li>
<li>Having said that, the extent of a book catalog shows itself <em>very </em>quickly. There&#8217;s a huge difference, for real readers, between catalogs that have the bestsellers and more comprehensive ones. The Amazon Kindle catalog is quite comprehensive at this point &#8212; I only run into about 1 in every 5 books that I want that I can&#8217;t get.</li>
<li>Pretty disappointed in the connectors on the iPad &#8212; am really tired of the iPhone connector, and wish they would move to micro USB like everyone else on the planet.</li>
<li>I can&#8217;t figure out why the early hands-on reviewers thought the virtual keyboard was going to feel great &#8212; totally flat keyboards have <em>never </em>felt great. That may not matter, but I thought it was a weird expectation.</li>
</ul>
<p>Over time, I&#8217;d expect the technology in both the Kindle and the iPad to get a lot cheaper &#8212; I have a feeling that we may carry around more than one, since they&#8217;ll be pretty slim and easy to throw into a bag. But we&#8217;ll see.</p>
<p>For now, for me, I&#8217;ll keep reading on my Kindle for the foreseeable future, even while swiping around on the iPad for more dynamic content.</p>
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		<title>iPhone &amp; Android</title>
		<link>http://john.jubjubs.net/2010/01/17/iphone-android/</link>
		<comments>http://john.jubjubs.net/2010/01/17/iphone-android/#comments</comments>
		<pubDate>Sun, 17 Jan 2010 23:52:09 +0000</pubDate>
		<dc:creator>John</dc:creator>
				<category><![CDATA[Mozilla]]></category>
		<category><![CDATA[nerdTech]]></category>
		<category><![CDATA[Web/Tech]]></category>

		<guid isPermaLink="false">http://john.jubjubs.net/?p=1073</guid>
		<description><![CDATA[I&#8217;ve had a Nexus One for a couple of weeks now, and think that with Android 2.1, it&#8217;s a good advance. Right at the moment, I&#8217;m having issues with the battery &#8212; can&#8217;t hold a charge for more than about 5 minutes, even after multiple varieties of soft &#38; hard resets. But setting that aside, [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ve had a Nexus One for a couple of weeks now, and think that with Android 2.1, it&#8217;s a good advance. Right at the moment, I&#8217;m having issues with the battery &#8212; can&#8217;t hold a charge for more than about 5 minutes, even after multiple varieties of soft &amp; hard resets. But setting that aside, I think it&#8217;s a good device with a good operating system.</p>
<p>A few thoughts on the comparisons &#8212; I think I&#8217;m not adding much here that hasn&#8217;t already been written:</p>
<ul>
<li>The fit &amp; finish of the hardware I like on the Nexus One a little better than on my iPhone &#8212; but you should take that with a grain of salt, since my iPhone is more than a year old.</li>
<li>Nexus One is <em>much </em>faster than my 3G iPhone, which is getting slower and slower with higher latency all the time.</li>
<li>The web is a much more legitimate first class citizen on Android than on the iPhone &#8212; should be no surprise. It&#8217;s just more integrated in dozens of ways. Not as totally web native as Palm, but still really good.</li>
<li>Notifications on Android, and background processes that can fetch data and fire notifications, are <em>much, much </em>better than anything on iPhone. (Except for the inability to have app badges &#8212; seems like they should add those soon.)</li>
<li>And I <em>really </em>like that there are indicator lights &#8212; the trackball and the charging light &#8212; on the Nexus One to tell you things without needing to unlock the phone.</li>
<li>The virtual keyboard on Android has some good advances, but ultimately doesn&#8217;t enable the quick accuracy of the iPhone &#8212; I think the iPhone is messing with hit targets as you type, depending on the likelihood for each letter &#8212; and it helps tremendously.</li>
<li>I&#8217;m no longer really worried about the lack of applications on Android &#8212; it seems very clear that everyone will start writing apps for both iPhone and Android as first tier platforms &#8212; but I am a little concerned about the quality of the app experience on Android &#8212; the apps just don&#8217;t feel like they&#8217;re put together nearly as well. It seems like they can access more of the operating system than iPhone apps can, so they should ultimately be more compelling, but the user experience just is very inconsistent at best, and really awful at worst. This is clearly due to the SDK for each OS &#8212; Apple&#8217;s SDK just seems to allow developers to put together applications that feel better overall. <em>This is just one area where the battle feels a lot like we&#8217;re repeating history with an Apple platform versus a more open platform.</em></li>
<li>Google Voice on the Nexus one is a <em>fantastic </em>experience. It&#8217;s very clear that traditional telephony is walking dead.</li>
</ul>
<p>At the end of the day, though, my iPhone experience is just more intimate than my Android experience &#8212; it feels more like it has my life on it, while the Android just feels like a very good phone and mobile web device. It&#8217;s just easier to get more of what I care about &#8212; my pictures, my music, my movies, games I like, and all my books (via the Kindle app) on my iPhone. So it feels more like an integrated part of my life than the Android. As frustrated as I am with my current iPhone 3G because of battery life &amp; sluggishness &amp; general physical-falling-apart, I still feel better when I have it than an Android.</p>
<p>So I&#8217;m encouraged by the advances of Android &amp; the Nexus One &#8212; and fully expect that the huge array of players in the ecosystem will push things forward more quickly now &#8212; ultimately, we as consumers really need a platform for our mobile lives that&#8217;s an alternative to Cupertino &#8212; not because of what Apple is <em>per se, </em>but because multiple choices means that everyone has to get better.</p>
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