Science as Dance

The following selected bibliography showcases only a small portion of the academics who have demonstrated that while it may take two to tango, it only takes one to give a scholarly paper a silly cliche title:

Briganti, G. 2006. “It Takes Two to Tango-The CH-53K is arguably the first serious US attempt to open the defense cooperation NATO has been seeking.Rotor and Wing 40(7):60–63.

Coehran, J. 2006. “It Takes Two to Tango: Problems with Community Property Ownership of Copyrights and Patents in Texas.Baylor L. Rev. 58:407.

Diamond, M.J. 1984. “It takes two to tango: Some thoughts on the neglected importance of the hypnotist in an interactive hypnotherapeutic relationship.American Journal of Clinical Hypnosis 27(1):3–13.

Kraack, A. 1999. “It takes two to tango: The place of women in the construction of hegemonic masculinity in a student pub.Masculinities in Aotearoa/New Zealand 153–165.

Lackey, J. 2006. “It takes two to tango: beyond reductionism and non-reductionism in the epistemology of testimony.The Epistemology of testimony 160–89.

Miller, C.A. 1998. “It takes two to tango: understanding and acquiring symmetrical verbs.Journal of psycholinguistic research 27(3):385–411.

Modiano, N. 1984. “It Takes Two to Tango, or… Transmission is a Two-Way Street.Anthropology & Education Quarterly 15(4):326–330.

Ott, M.A. 2008. “It Takes Two to Tango: Ethical Issues Raised by the Study of Topical Microbicides with Adolescent Dyads.The Journal of adolescent health: official publication of the Society for Adolescent Medicine 42(6):541.

Rubenstein, J.H. 2009. “It takes two to tango: dance steps for diagnosing Barrett’s esophagus.Respiratory Care Clinics of North America 69(6):1011–1013.

Settersten Jr, R.A. 2009. “It takes two to tango: the (un) easy dance between life-course sociology and life-span psychology.Advances in Life Course Research 14(1-2):74–81.

Skaerbaek, E. 2004. “It takes two to tango–on knowledge production and intersubjectivity.NORA: Nordic Journal of Women’s Studies 12(2):93–101.

Spencer, M. 2005. “It takes two to tango.Journal of Business Strategy 26(5):62–68.

Vanaerschot, G. 2004. “It Takes Two to Tango: On Empathy With Fragile Processes.Psychotherapy: Theory, Research, Practice, Training 41(2):112.

Viskochil, D.H. 2003. “It takes two to tango: mast cell and Schwann cell interactions in neurofibromas.Journal of Clinical Investigation 112(12):1791–1792.

Weiner, A. 2001. “It Takes Two to Tango:: Information, Metabolism, and the Origins of Life.Cell 105(3):307–308.

Wittman, M.L. 1990. It Takes Two to Tango: Your Simplistic System for Self-survival. Witmark Pub. Co.

There are also a few hundred groups who have demonstrated that larger groups can so as well.

Software Freedom Day Boston 2011

This year, Software Freedom Day in Boston is being organized by Asheesh and Deb and OpenHatch which means a focus on increasing involvement in free software communities. If you are all interested in getting involved in the free software community in any way and at any level — or interested in hearing about how that might happen someday — this is a great event to attend.

For my part, I’ll be giving a short talk on getting involved in Debian.

The event will be held on Saturday, September 17 at Cambridge College — between Harvard and Central squares — with an after party at Tommy Doyle’s in Harvard.

Anxiety

MailBoxes by nffcnnr, on Flickr
Creative Commons Attribution 2.0 Generic License  by  nffcnnr 

I am haunted by the nagging fear that I have mailboxes, tucked into a dark corner of an office somewhere, and perhaps even full of checks and important documents, that I don’t know exist.

In Defense of Negativity

I often hear criticism of "negative campaigning" in the free software movement. For example, in reply to a blog post I once wrote about an FSF campaign, several people argued against, "negative campaigning of any sort, in any realm." Drawing an analogy to political smear campaigns, some members of the free software community have taken the position that negative campaigning in general is not useful and that negativity has no place in our advocacy.

First, it is important to be clear on what we mean by a negative campaigns. I believe that there is a fundamental difference between speaking out against policies or actions and smear campaigns that employ untrue claims, ad hominem attacks, and that attempt to avoid a real conversation about issues. I will categorically condemn the latter form of smear campaigning in campaigns for software freedom or for anything else.

That said, negativity directed at negativity has had a positive effect in many social movements. I have supported and participated in "negative" campaigns against proprietary software, software patents, DRM, centralized network services, and the firms behind these practices. I’ve done so because I believe that if one is taking an ethical position, it is justified, and often necessary, to not only speak about the benefits of freedom but against acts of dispossession and disenfranchisement.

In some of the most effective social movements, unambiguously negative messages have been central. Should a campaign for abolishing child labor talk only about how valuable adult workers are to their employers or how happy kids are when they don’t work? Should a campaign trying to abolish land mines talk only about the benefits of bomb-free fields and intact lower limbs? Should a free speech organization only speak out about the social welfare brought by a free press and never against acts of censorship? These may seem like outlandish comparisons but you can find people writing, only a couple centuries ago, about how slavery should be abolished by arguing in favor of the benefits of paid labor. Even if the economic arguments in favor of paid work are strong, these arguments seems irrelevant and offensive today. Whether slavery is more or less efficient is a moot point. Society has rejected it because it is wrong.

We have made important strides toward eliminating injustices like child labor and slavery because activists waged decidedly negative campaigns against them and convinced others to join in opposition. In doing so, activists declared the status quo unconscionable and created an ethical responsibility to find alternatives and to redefine what was "realistic." While I will not suggest that the movement for software freedom is comparable in ethical weight to these other causes, I know that the free software mission is similar in kind.

Of course, if one does not think that user control over technology is an ethical issue but is instead merely a matter of choice, one will probably oppose negative campaigns. It is also possible that a particular negative campaign is tactically unwise in that it is unlikely to reach a large audience, unlikely to change people’s minds, or be difficult to carry out successfully. But such campaigns are a bad idea because they are ineffective, not because they are negative. Additionally, a movement that is purely negative and offers no reasonable alternative to the stated ill may also be unlikely to succeed. This is why, for example, I believe it is good that the FSF uses the large majority of its resources in the "positive" role of supporting free software.

For those that do treat technological empowerment as an ethical ideal, it is both justified and essential to condemn the systematic disempowerment of others through non-free software just as we celebrate the benefits of software freedom. "Negative" campaigns against proprietary software, software patents, and DRM in music have already led our community to important — if incomplete — victories. The desire to right wrongs has been a critical part of our movement’s success and of many others’. We would be wise not to give it up.

Care and Trust

When you care for somebody, it is difficult to tell them "no." When you trust somebody, you will tell them.

Cost of Computing in Coal

Much of my academic research involves statistics and crunching through big datasets. To do this, I use computer clusters like Amazon’s EC2 and a cluster at the Harvard MIT Data Center. I will frequently kick of a job to run overnight on the full HMDC cluster of ~100 computers. Some of my friends do so nearly every night on similar clusters. Like many researchers and engineers, it costs me nothing to kick off a big job. That said, computers consume a lot of energy so I did a little back-of-the-envelope calculation to figure out what the cost in terms of resources might add up to.

An overnight job that uses a 100 computer cluster might use 800 computer-hours. Although power efficiency varies hugely between computers, most statistical analysis is CPU intensive and should come close to maximizing power consumption. According to a few sources [e.g., 1 2 3], 200 watts might be a conservative estimate of much a modern multi-CPU server will draw under high load and won’t include other costs like cooling. Using this estimate, the overnight job on 100 machines would easily use 160 kilowatt hours (kWh) of energy.

In Massachusetts, most of our power comes from coal. This page suggests that an efficient coal plant will generate 2,460 kWh for each ton of coal. That means that one overnight job would use 59 kg (130 lbs) of coal. In the process, you would also create 153 kg (338 lb) of CO2 and a bit under half a kilogram (about 1 lb) of nitrogen oxides and sulfur dioxide each. It’s a very rough estimate but it certainly generates some pressure to make sure the research counts!

Of course, I’ve written some free software that runs on many thousands of computers and servers. How many tons of coal are burnt to support laziness or a lack of optimization in my software? What is the coal cost of choosing to write a program in a less efficient, but easier to write, higher-level programming languages like Python or Ruby instead of writing a more efficient version in C?

Dates and Memory

Recently, I was working with Daf and Rob on a little offline wiki project — more on that soon — and we realized that we needed to parse some dates in ISO 8601 format. One of us wondered out loud if there was a Python module that could help us. I offered to take a look.

Turns out, less than two months before, someone had uploaded just such a module into Debian. The maintainer? Me.

Lawn Scrabble

The Acetarium, where I live, runs what we like to think of as the world’s smallest artistic residency program by hosting artists, social scientists, hackers, and free software and free culture folks for periods of 1-3 months.

Our most recently graduated resident, Noah, built a lawn scrabble set on the Media Lab ShopBot and held a Scrabble picnic this weekend with some former Acetarium residents and others. I don’t really like playing Scrabble, so you can see me working on an essay (and verifying words) in the background.

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Thanks to Ben Schwartz as I yoinked these pictures from his blog.

Quiet Room

At the Copenhagen airport, Mika and I found the quiet room. It was a soft, well lit, room designed for prayer and reflection. During the hour I was in it, the only other visitor was a child cracking open the doorway to peer in. The room had a guest book with hundreds of messages left by other travelers over the last couple years. People praised the airport administrators for providing the room, made suggestions, and complained about the room, the airport, and the country’s shortcomings. They talked about themselves, their travels, their happiness and unhappiness with departing or returning home, and their thoughts about the world.

I spend a lot of time in airports but only rarely speak to my fellow travelers. It’s amazing how little I know about the thousands of people waiting in line with me, sitting near me on the plane, and sharing in the long, lonely, and often stressful experience of moving between countries and continents. The guest book provided a rare window into these people in what is normally the anonymous and depersonalized non-place of airports. In the quiet room, I could — for the first time — hear some of these fellow travelers speak.

Die Technikmafia

Marcus Rohwetter has recently published a very detailed article about Antifeatures in the German monthly magazine Zeit Wissen. Although I’ve only read the article through automatic translation — unfortunately, I don’t read German — I’m hugely honored that Rohwetter has taken the time to engage with the idea so deeply and to help translate the argument for a much broader community than the free software community I come from and am best able to speak to.

A lot of what I’ve been trying to do in the last year or so is to figure out how to speak more effectively about the politics of technology control to audiences of non-technologists. Indeed, that’s the whole point of the antifeatures concept. I deeply appreciate the help of Rohwetter, and others, in that project.

Berkman Fellowship

Last week, the Berkman Center for Internet and Society announced it’s 2011-2012 list of fellows. I’m honored and excited that they elected to include me in a pretty incredible list of fellows, faculty associates, and other affiliates. It seems I’ll be at Harvard next year.

In my first year as an undergraduate — when fights over Napster were raging — I took a class taught by a Berkman Fellow on the political and social implications of Internet technology. The next year, I worked part-time as a teaching assistant for Harvard Law professor (and Berkman director) Jonathan Zittrain. These experiences had a enormous influence on my life and work. Before, my goal was to study and teach English literature.

I’ve hung around on the fringes of the center for much of the last decade and I’ve grown immeasurably from the experience. Most recently, I’ve been working closely with Berkman director Yochai Benkler and current fellow Aaron Shaw on research in online cooperation. The new crop of fellows includes a pretty great group of people working on similar stuff and I’m looking forward to expanding the online cooperation research at the center and to a year of fascinating talks and discussions. I also hope that, after all these, years, I’ll be able to give a bit back to an organization that has given me so much.

Another Summer European Tour

I’ve been in Europe for the last couple weeks but pretty occupied with things like attending my brother wedding and a series of outdoor excursions in Spain.

Today Mika and I arrived in Berlin where I am going to attending and giving a talk at the Open Knowledge Conference on When Free Software Isn’t Better. I’ll also participate in a session on Wikipedia research facilitated by Mayo Fuster Morrell.

On July 2nd, I’ll be taking an overnight train to Vienna where I’ll be attending the Open and User Innovation Workshop — an academic conference where I’ll presenting some of my research. From there I’ll be hitching a ride to Munich with Marcell Mars on July 6th and, after that, a flight back to Boston with a weekend long layover in Reykjavik.

Details on the trip are on page on my wiki and I encourage anyone to contact me if you’re in Berlin, Vienna, Munich, or Reykjavik and want to meet up for a drink or a chat.

Ask Me Anything in an Igloo

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When Reddit sold to Condé Nast and the founders all moved to California, their old place in Davis Square was empty for a few months and they let Mika I move in and take it over. It’s an awesome place and we’re still there along with some Web 2.0 graffiti they left on the roof.

And so it is with pleasure that I’ve agreed to be interviewed by redditor Danny Piccirillo in a giant igloo he helped build — if the unseasonably warm weather streak of weather doesn’t manage to melt it before next week.

Questions are being gathered at Reddit so feel free to go there and ask me any question you’d like to see me answer in an igloo.