King Richard III's Genome to be Sequenced

The process could reveal his hair and eye colour, his susceptibility to conditions including Alzheimer's disease and diabetes, whether he was lactose intolerant, and whether the scoliosis that contorted his spine was genetic. It could also show if any of the surviving portraits, all completed years after his death, are accurate.
 

The article says Richard III will be the first famous historical figure to have his genome sequenced, but everyone knows that the actual first was Tupac so they could bring him back at Coachella that one year.

I know for one that I can't wait to find out if Richard III was lactose intolerant. Will we be able to tell if he smelled asparagus in his pee, too? Entire history books await rewriting.

Optimal configuration for innovation

A lot is happening in the media world. Is it meaningful?

Spinning out from the media behemoths are experiments like <re/code> and Ezra Klein's new venture, which the Washington Post decided to pass on but which found a home at Vox Media, which itself was already hosting some new media brands like The Verge, Eater, Curbed, and SB Nation. The Washington Post, of course, is now owned by Jeff Bezos. Andrew Sullivan went from the Atlantic to The Daily Beast, then spun out as an independent entity, turning entirely to his readers for direct financial support. Glenn Greenwald and Pierre Omidyar's First Look Media looks to be rounding into shape. Jessica Lessin's The Information has been up and running for a short while now, and I've long grown accustomed to getting pieces of tech news from sites like Techmeme, Techcrunch, GigaOM, Mashable, PandoDaily, and dozens of others.

Another class of new media enterprise is one that's joined at the hip to more traditional brands. Grantland and Nate Silver's soon-to-be-relaunched FiveThirtyEight draw support and resources from ESPN but stand alone as brands.

On the one hand, it's somewhat hard to tell all of these apart. If I were to describe one of these ventures as a new type of newsroom, armed with the latest technology to allow rapid publishing of both original content and curated content, with an emphasis on original voice, deeper data analysis, and beautiful design and visualization, which of these would ventures would I be pointing the finger at? If you chose All of the Above, perhaps this is a glut in which brands just take the same readers with them from one place to another.

Another daunting challenge is the economics of digital advertising. We're in a world where the supply of digital advertising space is effectively infinite, and so each time you take your batch of user attention to the bank to exchange it for cash, you get less back per eyeball. In an environment where it's not clear that your particular ad unit is markedly superior to that of another property, everyone's attention is valued the same, in a currency that's in a deflationary spiral.

And yet I'm heartened by the activity. The proliferation of smaller enterprises is transforming the media sector into a structural configuration that has proved more conducive to innovation in the past across a variety of industries. Rather than a few behemoths slugging it out, we now have added many media startups experimenting in a number of directions. I still believe the extinction rate will be high, but that's also a characteristic of highly generative environments.

The importance of having a high volume of startups failing quickly in order to lead to innovative breakthroughs is one reason I suspect the Asian giants will need to foster a more supportive startup environment if they're to evolve from being amazing fast followers to surfing at the front of the wave.

In Korea, a massive percentage of the GDP is accounted for by Korean Chaebol, massive business conglomerates. From the time the Korean War ended until now, South Korea has been an economic miracle, transforming from one of the poorest countries in the world (its GDP per capita following the Korean War was $79!) into a modern industrial powerhouse. Government support of a few Chaebol allowed it to rapidly evolve into an export giant. Concentrating resources in the hands of a few companies likely accelerated South Korea's economic rebound in its post-War reconstruction.

Now, however, that structure may be an impediment. Can meaningful innovation occur if it must occur within the Chaebol? I have my doubts. This has nothing to do with my feelings about the Chaebol, for which I have both awe and admiration. Seriously, look at the GDP per capita growth of South Korea from the Korean War until now. That is unbelievable.

Granting all that, the suppressive power of large institutions on innovation is also a powerful force. Many of my Korean friends who want to do startups in South Korea end up having to raise capital in the U.S. before heading back across the Pacific to start their company.

Even once they secure funding, competing against the Chaebol is difficult, as it often is competing against larger companies who have scale and can also subsidize any business with profits from another.

This is not to say large companies can't innovate. Some do so because they happen to be led by an innovator. Others try to set up independent teams who have a mandate and support to try lots of crazy things with a big budget, a long time horizon, and plenty of room for failure.

However, some fraction of innovators will always want to travel alone, not just to be free of corporate overhead but to own more of the profits and/or fame if they develop a product or service of world-changing proportions. Some people just reach a stage where the only voice they want to hear is their own. That's healthy for the overall ecosystem.

The world of journalism is fracturing, and it's exciting. However, what I hope most of these ventures devote ample attention to is innovating on their business models, whether that involves advertising or not. I say that not because I am partial to one model or another but because I'd like to see journalism of all forms continue to thrive. It's a critical institution in well-functioning society, one we've been spoiled by in the U.S., and it only takes traveling to some less fortunate parts of the world to see the impact of not having a healthy Fourth Estate.

Whatever Nate Silver or Ezra Klein or Bill Simmons produce, I'm sure I'll read it, wherever it appears. The problem of making that a profitable venture, on the other hand, is not a trivial one. Journalism has always run on a healthy dose of subsidies, whether from classified or other ads. The separation of that side of the business and the reporting side of the business is a healthy Chinese wall from the standpoint of journalistic integrity, but cleaving the revenue generation from the actual production side of a business and a service has its downsides, too. When the economic environment and market forces turn against you and the subsidies disappear, many of your top employees (in this case the writers/reporters) aren't thinking about how to keep the lights on. For most other businesses, not having your key product people thinking about how to pay the bills would seem like a terrible idea (an example of an exception is filmmaking, where the director, crew, and actors worry about the budget while line producers on set enforce budgetary constraints, but that's not an ongoing concern like a newspaper or magazine).

Ironically, it's entrepreneurial one or two person shops who've never had the luxury of subsidies who've shown that breaking down that Chinese wall need not be a disaster. Many famous bloggers and podcasters have turned to interesting advertising models to support their craft. I remember when Daring Fireball had no ads. Now I'm used to seeing regular sponsor shoutouts in his blog. To ensure the ads are seen by people accessing his content in a variety of ways, he integrates the callouts directly into his stream, ensuring the ad appears in his RSS and Twitter feeds.

Likewise, when I first started listening to podcasts years ago, most were labors of love. Now it's the exception when I listen to a podcast that doesn't include in-stream sponsor callouts (especially Stamps.com and Squarespace, who have either figured out that there is a temporary market inefficiency and have cornered the podcast sponsorship market or are just the only ones buying this ad medium. Or both.). Unlike sports broadcasters who try to feign a modicum of enthusiasm when they share that the latest broadcast is brought to you by Budweiser, the king of beers, many podcasters will spend a few minutes extolling the benefits of their sponsors in their own unscripted voice.

Just doing some back of the envelope math, I wouldn't be surprised if these independent bloggers or podcasters actually have the potential to make a lot more profit doing what they do than a journalist at a larger enterprise, like Ezra Klein's upcoming venture. They probably have much lower cost structures because they don't do traditional reporting which involves a lot of travel and phone calls and networking and many of them can work from home. They don't have a lot of corporate overhead they have to subsidize.

While it's not fun to hear about some of the most esteemed journalistic institutions struggling to survive in this shifting environment, the stormy weather has shaken more than a few seeds loose from the oldest trees in the forest. I'm curious to see what sprouts up on the forest floor.

The failure of software development methodologies

I’ve worked on big projects, small projects, in huge teams and by myself, in fossilized federal agencies and cool Silicon Valley companies. I have learned and used at least twenty programming languages. I’ve lived through waterfall/BDUF (big design up front), structured programming, top-down, bottom-up, modular design, components, agile, Scrum, extreme, TDD, OOP, rapid prototyping, RAD, and probably others I’ve forgotten about. I’m not convinced any of these things work.

*****

Whether a methodology works or not depends on the criteria: team productivity, happiness, retention, conformity, predictability, accountability, communication, lines per day, man-months, code quality, artifacts produced, etc. Every methodology works if you measure the right thing. But in terms of the only measurement that really matters—satisfying requirement on time and within budget—I haven’t seen any methodology deliver consistent results.

My own experiences are anecdotal, but they are shared by almost every programmer I know. It turns out that anecdotes are all that anyone has: rigorous studies of software development methodologies haven’t been done because it’s impossible to control for all of the variables.

Try this thought experiment: Imagine two teams of programmers, working with identical requirements, schedules, and budgets, in the same environment, with the same language and development tools. One team uses waterfall/BDUF, the other uses agile techniques. It’s obvious this isn’t a good experiment: The individual skills and personalities of the team members, and how they communicate with each other, will have a much bigger effect than the methodology.
 

Thought-provoking. The author concludes:

I think programmers should pay much more attention to listening to and working with their peers than to rituals and tools, and that we should be skeptical of too much process or methodologies that promise to magically make everyone more productive. Maybe social skills come harder to programmers than to other people (I’m not convinced that’s true), but developing those skills will certainly pay off a lot more than trying yet another development methodology.
 

Maybe software development methodologies are like diets, to use an analogy my coworker Eric brought up. Endlessly appealing, rarely successful. Or perhaps they're like workouts. What's needed is variety, and sometimes you just need a new routine to keep things fresh, regardless of what routine you choose.

The Super Bowl, the outsider's description

The ethics of such an event can be hard for outsiders to understand. Fans, who regularly watch players being carted off the field with crippling injuries, are unbothered by reports of the game's lasting medical impact on its players. Nevertheless, fans and the national media can become extremely indignant if players are excessively boastful at the game’s conclusion.

Perhaps in homage to the country’s patriarchal culture, women are generally involved only as scantily clad dancers during breaks in the action. Minority rights groups have also criticized the owner and fans of one of the country’s most popular teams—the one representing the national capital, in fact—for referring to players using a racial nickname too offensive to be printed in this newspaper. Fans of the team, like those of Tottenham Hotspur, have defended the name, saying it is a term of affection.
 

From Slate, “the latest installment of a continuing series in which American events are described using the tropes and tone normally employed by the American media to describe events in other countries.”

Hackers

Interview with Arthur Chu, famous now for studying Jeopardy carefully and developing a strategy to optimize his chances to win. Some are criticizing his playing style, accusing him of hacking the system, but isn't that how one should try to play every game? Learn the rules and develop the optimal strategy?

I noticed some interesting things. Everyone's talking about my strategy on the show, it seems, but I didn't make anything up—I just read people's observations online. In 1985, the second year of the Alex Trebek version of the show, this guy Chuck Forrest really dominated by bouncing around the categories, and they call it the "Forrest Bounce." There's no logical reason to do what people normally do, which is to take one category at a time from the top down. Your only point of control in the game is your ability, if you get the right answer to a question, to select the next question—and you give that power up if you make yourself predictable. The more unpredictable you are, the more you put your opponents off-balance, the longer you can keep an initial advantage. Multiple people over the years have used [the Forrest Bounce] and yet most people haven't used it. When they programmed the computer Watson to maximize its chances of winning, it did the Forrest Bounce. And it specifically did Daily Double hunting. Watson knew that the bottom two rows of the Jeopardy! board are more likely to contain Daily Doubles, and it knew that whoever gets the most Daily Doubles is the most likely to win the game—that's just statistical analysis. So it was programmed to hunt those Daily Doubles, and I figured I had no reason not to do that.
 

Another excerpt of interest:

There are a few specific composers they want [you] to know. If they mention "a Norwegian composer"—this happened in a game, I think the Wednesday game—it will be Edvard Grieg. That's the method they use to write the clue. If they mention a "Polish Nobel Prize Winner," it's likely to be Marie Curie. If they mention a "Female Nobel Prize Winner," it's very likely to be Marie Curie. Jeopardy! is aimed at the sort of average TV viewer, so they're not going to ask things that are pointlessly obscure, they're not going to go in-depth on any particular subject, they're going to focus on these cultural touchstones that we all know.And if you watch the show, and you can identify those, you can literally make flashcards.

So I used a program called Anki which uses a method called "spaced repetition." It keeps track of where you're doing well or poorly, and pushes you to study the flashcards you don't know as well, until you develop an even knowledge base about a particular subject, and I just made flashcards for those specific things. I memorized all the world capitals, it wasn't that hard once I had the flashcards and was using them every day. I memorized the US State Nicknames (they're on Wikipedia), memorized the basic important facts about the 44 US Presidents. I really focused on those. But there's a lot more stuff to know. I went onJeopardy! knowing that there was stuff I didn't know. For instance, everyone laughs about sports—but I also knew that [sports clues] were the least likely to come up in Double Jeopardy and Final Jeopardy and be very important. So I decided I shouldn't sweat it too much, I should just recognize that I didn't know them and let that go, as long as I can get the high value clues.
 

*****

Gamifying world news instruction. Though gamification has some negative connotations thanks to many mobile games and online dark patterns of UI design, so perhaps we should refer to this as some variant of a nudge?

*****

The guy who hacked OkCupid to find love.

But mathematically, McKinlay’s compatibility with women in Los Angeles was abysmal. OkCupid’s algorithms use only the questions that both potential matches decide to answer, and the match questions McKinlay had chosen—more or less at random—had proven unpopular. When he scrolled through his matches, fewer than 100 women would appear above the 90 percent compatibility mark. And that was in a city containing some 2 million women (approximately 80,000 of them on OkCupid). On a site where compatibility equals visibility, he was practically a ghost.

He realized he’d have to boost that number. If, through statistical sampling, McKinlay could ascertain which questions mattered to the kind of women he liked, he could construct a new profile that honestly answered those questions and ignored the rest. He could match every woman in LA who might be right for him, and none that weren’t.
 

I expected the article to be about how his complex hacking led quickly to the perfect woman, but what's surprising (or depressing, depending on how much faith you put in market efficiency) is how much work he had to go through even after his complex data mining surfaced a candidate list.

Far easier, I suppose, if you are able to nail the three rules mentioned in the old Tom Brady sexual harassment sketch on Saturday Night Live:

  1. Be Handsome.
  2. Be Attractive.
  3. Don't Be Unattractive.

I don't envy the best man at McKinlay's wedding, having to recount the story of how the couple met.