Day One: my new day job

Last night I had a dream in which I was running through the hallways of a school on the first day of school. I kept looking at my class schedule on my mobile phone and finding I'd double or triple or quadruple booked myself for classes every hour of the day. Why had I signed up for such a nonsensical class schedule? Every class I sat in on, my professor's loaded me up with assignments, all of which sounded quite formidable.

This was a new variant on a dream I used to have quite often, that iconic dream in which it's the last day of the quarter, you're running to a series of final exams, and you realize with a stomach-dropping panic that you haven't studied any of the subjects at all, not once the entire quarter. It's a dream that tends to pop up when you're feeling unprepared for something in real life, and thankfully it's been a long time since I've had it.

[Incidentally, I find it amazing how many people share that dream, and it says something fascinating about how our nightmares are shaped and drawn from our real world experiences. What does it mean that some people have nightmares about their teeth falling out or walking around naked while others, like myself, always end up in that school hallway, with no idea where our locker is, where the classroom is, or how it was possible we'd signed up for a course and been so reckless and negligent as to not crack open the textbook once the entire quarter?]

This dream last night came with a different feeling, one of excitement and an impatience to get traction, or the feeling of forward progress. As soon as I woke up and the physical universe poured in and usurped my consciousness, it all made sense. I was starting a new job today.

At Amazon, Jeff Bezos used to say it was still Day One all the time, across all seven years I was there. I don't know if he still says it, but in many parts of their business I'm sure he still believe it (I think on some parts of their business they're on Day Two, but it's not quite as catchy, is it?). Today was literally Day One for me at Flipboard, where I joined as the head of product.

It feels like early on Day One for Flipboard, and that's so much of what excites me. It reminds me of joining Amazon in 1997, when Amazon was a domestic online bookseller, just before it began to extend its mission to other product lines and other parts of the world. Flipboard has done so much already, and yet most of its potential still lies in the future, and I'm sure that's how so many at Amazon still feel even today. Perhaps it's a function of being in the technology industry, where it always feels like Day One in the world at large, everything set at a level best thought of as "the worst this will ever be from this day forward."

What Flipboard wants to do in many areas matches a lot of my personal interests, a lot of projects brewing in the back of my head are ones that are already being worked on at Flipboard or that would fit in with their larger mission, and so the decision ultimately was an easy one.

It did feel like the first day of school today. The first day at a very gifted school, with lots of exceedingly bright and friendly people, and really nifty school supplies (the retina display on this Macbook Pro, I mean I can't even...). It's an honor to be one of their classmates.

Quantifying human movement

A missile-tracking technology re-appropriated to tracking player movement on a sporting field is one of the most revolutionary developments in sports analysis in my lifetime. Stats LLC's SportVU product uses multiple cameras to track player movement on a field of play. The possibilities for a deeper understanding of any game are mind-boggling.

Stats LLC gave Zach Lowe of Grantland.com some SportsVU data from the 2012-13 NBA season, and he posted some observations from his dissection of that dataset. It's a goldmine. What's most shocking is that only 15 of the NBA's 30 teams have installed the SportVU camera system in their stadiums.

Basketball can be thought of a network in which you have 5 nodes distributed through space, and the goal is to get the ball to the node with the greatest chance of scoring a basket (which in turn can be based on field goal percentage space charts). Spatial analysis can analyze how consistent a team is at getting the ball to the proper node, regardless of outcome.

I first heard of the practice of tracking players' movement through space from baseball, where it was used to track defense. Traditional defensive stats are a very weak measure of defense because a player like Derek Jeter with poor lateral movement might not reach a ball that another player with greater range might get to but mishandle for an error.

Sportvision's FIELDf/x service uses cameras to track the position of players at the moment the baseball is hit, and it also tracks the trajectory and velocity of the batted ball. It allows front offices to more accurately assess the defensive skill of a player, distinguishing between a play that looks difficult and a play that actually is difficult. Gold Gloves in baseball are still the result of a flawed voting system, but thanks to the new defensive tracking tools, we have a much better idea who the real defensive stars are at each position. The only question now is whether the data will be made available to the public, or whether it's more lucrative to keep it private, licensable only by MLB teams.

Such technology is being used in multiple sports, now, and the result is an increase in the accuracy of measuring a person's true output or performance. This should, in theory, lead to more equitable salary allocation.

One of the most unique things about sports, in contrast to the business world, is that salaries are largely public. Technology companies often speak of transparency as a core principle, yet the one area transparency has not worked is in compensation (except for really senior officers at publicly traded companies).

The primary reason it wouldn't work in business is that measuring performance is nowhere near as simple as it is in sports, where all players perform in front of an audience of millions in every contest, and where widely available statistical output is seen as a decent proxy for value.

In fact, in business, measuring skill and value is so difficult that even interviewing and hiring are processes with high error rates. Separating a person's value from their context is extremely complicated, and even in sports, statistics are a poor measure of future production when the competition is unevenly distributed, as it is in high school, college, and the minor leagues (if it were easier to evaluate athletes in those levels, you'd expect professional production of draft picks to follow a nicely descending curve down and to the right, but instead it's quite lumpy).

For certain crafts, it's become easier to evaluate skill. For designers and programmers, for example, you can examine a body of work, say a portfolio or previous code, and you can ask candidates to solve problems live. Given the money involved in sports, I'd expect more and more to be spent on trying to evaluate a player's true performance. That might involve asking potential draft picks to wear tracking devices during games, or teams might simply start installing systems like SportsVU in more and more stadiums so player performance can be more accurately quantified.

As a sports fan, I'm curious to see what types of data we'll be able to see in broadcasts of the future. The number of miles run by each soccer player on the field. The average angular differential between where a tennis player hit a ball and where their opponent was at the moment of impact. Which center fielders in baseball would have likely caught a ball that ended up splitting the gap for a double against the player in center field at that moment. The open shot percentage that any NBA team gives up, on average (an open shot being defined by the nearest defender being over X feet away at the time of the shot). The possibilities are endless.

Some find the increased statistical dissection of sports dull and soul-deadening, but I suspect the opposite is true, that when we translate human motion into figures, we'll truly appreciate just how remarkable the world's greatest athletes really are.

Misc

The United States walks the least of any industrialized nation. Studies employing pedometers have found that where the average Australian takes 9,695 steps per day (just a few shy of the supposedly ideal “10,000 steps” plateau, itself the product, ironically, of a Japanese pedometer company’s campaign in the 1960s), the average Japanese 7,168, and the average Swiss 9,650, the average American manages only 5,117 steps. Where a child in Britain, according to one study, takes 12,000 to 16,000 steps per day, a similar U.S. study found a range between 11,000 and 13,000.

America's walking crisis. The problem, of course, is that much of the United States was laid out with the expectation that we'd all be driving. It would be interesting to see some of the companies selling pedometers, like Fitbit, Jawbone, or Nike, to release some data on average steps walked by region. Among the reasons I miss New York City, one of the main ones is how much that city rewarded pedestrians in every way.

*****

A good overview of the debate over whether the economic growth from technological innovation is plateauing or just in a temporary adjustment lull.

*****

Also related to The Great Stagnation, here's a post speculating what would happen if we all just popped Modafinil all the time so we only needed to sleep about a quarter as much each day without losing mental acuity.

That might be good for economic output, but it also might just accrue to increased time on the sofa. If Netflix starts mailing you Modafinil pills, consider it creative marketing for House of Cards 5.

*****

Is soccer irreparably corrupted by match fixing? Even if it is, does it matter if people are still paying and watching in high numbers?

It's a crisis less felt in the United States because we don't really follow the sport the same way we do other sports, but if this were one of the three majors (football, basketball, baseball), the outrage would be much higher. We enjoy the concept of sports as games with somewhat probabilistic outcomes.

Perhaps the illusion that outcomes are not predetermined is sufficient? The most profitable enterprises are those which are, on the whole, deterministic, even as they offer probabilistic outcomes in any single trial. The monument to that is Las Vegas.

*****

Isn't it strange that some of our best reviews of TV shows come in book review journals? As evidence: Friday Night Lights, Breaking Bad, and Homeland. Yes, for those keeping score, two of those are by the talented Lorrie Moore, so that explains a lot of it.

*****

ESPN the Magazine is consistently disappointing in its content, but a recent issue on perfection included a great article on Tiger Woods constant quest to reinvent his golf swing, with this gorgeous graphic (PDF) illustrating the differences among the four major incarnations of his swing .

Django Unchained

[SPOILER ALERTS: This is a discussion of Django Unchained, so if you have not seen it and don't want to hear about the plot, avert your eyes.]

I have not reviewed a movie here in some time. I was flipping through some old notebooks from film school this weekend, and I was drawn in by my notes discussing a variety of movies and their stylistic choices.

I stopped sharing my thoughts on movies because the sheer volume of film opinions online is overwhelming, and much of it is difficult or even fruitless to debate. I have a visceral reaction to every movie, but the web has no shortage of those.

Reviewing my notes from film school, though, I recalled a type of film analysis that I found more interesting and defensible, one based on assessing whether the artistic choices of a movie, from script to acting to cinematography to editing and everything in between,  supported the artist's intent. Time permitting, I'd like to start dissecting movies this way again occasionally, starting with the one I saw recently.

As one of my professors at UCLA once said, movies that are crafted with intent are the most interesting to study, and Quentin Tarantino is a director who, more and more, directs with a strong sense of intent. He certainly doesn't hide his influences, and his very public discussions of his own movies helps us to understand what he's going after before we've even left home for the theater. Django Unchained is a movie crafted with a very specific agenda and sits comfortably within Tarantino's personal universe of obsessions and values.

We know Tarantino's favorite movie is The Good, the Bad, and the Ugly, we know he reveres spaghetti westerns, and he has said he made Django in part as a denunciation of the depiction of American slavery in movies by directors like John Ford and D.W. Griffith. Now that I've seen the movie, I've read a few reviews of the movie, and many of the critiques of the movie seem to have wanted Tarantino to make a historical recreation of some sort.

That's a valid critique, but it's exogenous to the movie itself. Tarantino loves the movies, and one of the pleasures of his movies is seeing how carefully he weaves together references to all sorts of movies from all of his favorite genres. Even his casting often is done with an eye to bringing all of the actor's past performances and roles to bear on the movie at hand. The intertextuality has always tickled me; if his movies were built in HTML they'd be filled with hyperlinks.

In Django Unchained, Christopher Waltz's King Schultz represents a model of violent but civilized justice, operating under the confines of the law. It doesn't feel like a coincidence that he's an immigrant and an outsider; he provides us with an urbane European's view of the abhorrence of American slavery. That he's a bounty hunter

When he is in the saloon with Django after having freed him, Schultz notes, with concern, that freeing Django to help him identify the three brothers he's chasing as a bounty hunter is an arrangement not much different from slavery. It sets him at unease, and to avoid any hint of that, he proposes a partnership. When they shake hands, they become business associates, and Tarantino seems to be offering both the audience and Django a new model for relationships between African Americans and whites, one that sets them on equal footing in a market economy. It is the cruel and transactional business of slavery (note how often in this movie the fair market value of slaves are discussed) transformed and purified.

Notably, it's also a relationship that happens to legalize and codify violence. After each of their successful assassinations, Schultz astonishes Django by restoring peace and forestalling any retribution by showing official court papers administering the bounty. It's astonishing to Django the first time it happens, but it has always been one of the peculiarities of the Western which have long been the perfect cinematic genre for exploring the tensions between the rogue individual (the gunslinger) and the laws of society (witness the strange ritualized rules of the duel, where two fighters face off rather than just shooting each other in the back).

When Django is reluctant to pull the trigger on his first bounty because the target is plowing a field with his son, Schultz has Django read the bounty slip. Unlike the brothers who had done him and Broomhilda direct harm or Spencer Bennett (Don Johnson) and his gang of KKK goons who attack them in the night, here is a white man who has never dealt Django any personal harm.

The murders listed on the bounty, Schultz lets Django know, is the equivalent of any crime Django experienced himself. In the world of the Western, and in Tarantino's universe, the only way to set the scales of justice even is with the sharp end of a bullet. The penalty for violating the civil rule of the community must be enforced for the good of society. Django responds by shooting the man with a business-like equanimity. It's the first of several moral recalibrations Django makes on his mission to save his wife.

Christopher Waltz is one of the greats in delivering Tarantino's dialogue. Schultz's urbanity and sophistication (his familiarity with the myth of Sigfried and Broomhilda from German mythology is one example) serve multiple purposes. One is to present him as the sharpest contrast possible to the buffoonish slave owners whose ignorance is one of many rebukes of slavery. The very first two slave owners Schultz meets, the Speck brothers, are such simpletons they can't understand much of what Schultz says.

DR SCHULTZ

So, I wish to parley with you.

ACE SPECK

Speak English!

DR SCHULTZ

Oh, I'm sorry. Please forgive me, it is a second language.

The joke, of course, is that Schultz has better command of English, his second language, than the Speck brothers.

Spencer Bennett and his KKK neighbors are no better, the entire meeting they hold over the visibility issue arising from the substandard eyeholes in their Klan masks paints them as so incompetent it serves as a comic deconstruction of the KKK itself (a bit like the angry Hitler). The scene is an amusing subversion of a similar scene from Griffith's Birth of a Nation, and if it feels like trivialization of just how cruel the slave owners could be, Tarantino has a more dangerous depiction awaiting later in the movie.

[As compared to the script, the movie was re-edited to try to maintain some sense of danger through the point when the Klan members are circling the wagon with torches by showing that first and then flashing back to the discussion of the masks, but it just felt like an editing hiccup to me. For a few seconds, I wasn't sure if we'd flashed back or I'd misread the shot sequence.]

Calvin Candie, in contrast to Bennet, is a more complex foil for Schultz. Candie speaks and dresses with the trappings of education and wealth, but the script undermines his phony erudition at every turn.

When Schultz and Django meet Candie for the first time at the Cleopatra Club, they are greeted first by Candie's lawyer Leo Moguy. His lawyer tells Schultz that Candie is "a bit of a Francophile" prefers to be called Monsieur Candie, but when Schultz immediately responds with a phrase of French, the lawyer stops and turns back with a grave expression.

MOGUY

Oh he doesn't speak French. Don't speak French to him, it'll embarrass him.

This foreshadows a later moment in the movie, when Schultz confronts Candie about Alexandre Dumas, who Candie doesn't realize is of African descent. Candie likes to think of himself as learned and sophisticated, but it is all a ruse, one that insults Schultz with its hypocrisy.

Likewise, when Candie gives a long discourse into the physiology of the African-American brain and why they're predisposed to be more submissive, it is horrifying not only because he delivers it after we know he has learned of Schultz and Django's gambit, when we are already on edge for what retaliation he will take, but also because we know every trapping of knowledge in his empire is merely justification for the continued operation of his plantation.

As for the moment when Candie realizes the true intentions of Schultz and Django, notably it's the Uncle Tom character Stephen (Samuel Jackson) who sniffs it out. The scene where Stephen explains what's happening to Candie, Stephen's entire body language and way of speaking shift, and he addresses Candie not from a position of servility but one of intellectual superiority.

Schultz does not begin the movie with the intention of helping Django, but as the movie progresses and he witnesses the horrifying violence perpetrated in the name of slavery, he begins to lose his cool. Candie's fraudulent pedantry is an affront to Schultz's sensibilities, and appropriately, it is that final handshake Candie insists upon to seal the sale of Broomhilda that pushes Schultz over the edge. The handshake, that cultural gesture of integrity, is perverted by Candie's moral failings, and it serves as a foil to the earlier handshake between Schultz and Django, a more honorable instance.

It is the one time Schultz loses his cool and operates on emotion rather than under the auspices of the law, and it costs him his life. All throughout the movie, Schultz has meted out justice under the protection of court orders, but in Candie and slavery he encounters a criminal and an institution operating freely within the law. And so he shoots Candie down in cold blood. The law can't level the scales of justice, and so Schultz, and then Django, turn to vigilantism to exact revenge.

Jamie Foxx's performance didn't seize me immediately the way Waltz and Dicaprio's did, but his performance is by its very nature a slower build, and the journey Django takes is not as simple a hero's arc as many. We see him, throughout the movie, absorbing the lessons of his spiritual mentor Schultz.

At one point, he shows he has internalized the lessons better than Schultz himself. When Candie is about to set the dogs loose on runaway Mandingo fighter D'Artagnan, Schultz offers to purchase D'Artagnan's freedom for $500. But Django, having been told earlier by Schultz to play the part of a black slave owner, stops him. Schultz has broken character, but Django almost plays his part with too much zeal ("He is a rambunctious sort, ain't he?" says Candie earlier when Django yells at a few slaves on the road to Candyland). In watching D'Artagnan be ripped apart by dogs while sitting placidly on his horse, Django shows he's understood the costs of his quest. These are the costs forced upon him by the institution, and he is prepared to bear them.

The latter third of the movie is the weakest, and part of that is the absence of Schultz, and part of it is the predictability of the closing of the loop of revenge. Earlier, Django is shown practicing his shooting on a snowman (I don't think it's coincidence that he hones his craft on a "white" man), but we never see any struggle. He is a shooting prodigy fully formed, and Schultz's comment in the movie is something like, "The kid's a natural." (I'm working from memory so I may have misheard). So when he wreaks his revenge, there is little suspense. The enemies are like targets at a carnival shooting gallery.

[Note that in the script (PDF), there's a hint that Django has a natural talent for shooting but needed the practice to learn and perfect the craft. Even before Django practices on the snowman, there is a scene "to be improvised (more or less), where Dr. Schultz teaches Django how to draw and shoot the pistol in the holster at his hip. By the end of the scene, after trial and error, we see Django's going to be good at this." Broomhilda's role is more substantial in the script as well, and it will be interesting to see if the DVD release comes with a director's cut.]

The scene in which Quentin Tarantino himself appears with an inexplicable Australian accent is so odd it throws the viewer completely out of the movie. For a moment, we were all just people in theater seats, giggling and glancing at each other in disbelief.

What I was supposed to feel at the end, with Django prancing on his horse and Kerry Washington clasping her hands in glee, is triumph, but what I actually felt was much more hollow. It is a completion of a victorious rise for Django, from the slave who was trying not to freeze to death, wearing only a cloak, to a man dressed like a dandy and showing off for his girl on a horse, but the end of his journey is anticlimactic. The film fantasy mode that Tarantino operates in makes this movie impervious to criticisms of its moral substance, but it also muffles the sense of wider social resonance.

It's too bad because for most of the movie, we're alive to Tarantino's work in a way that makes it fun to watch with a packed house. The musical cues, as always, are perfectly timed and carefully chosen. He had the discipline to leave out this great track from Frank Ocean that, for all its charms, didn't fit in, but he still managed to squeeze in unexpected gems like "I Got a Name" by Jim Croce. He has Robert Richardson drop in the occasional hand-pulled snap zoom, a moment of communal fun for cinematographer and audience.

Tarantino is that fun, cool, but slightly inappropriate uncle, always the life of the party, ready to greet and ward off any imminent solemnity with a clever quip. It's a lot of fun as long as you're in the mood to go along for the ride.

Form following function

Squarespace 6 just added Typekit integration, which had been available in Squarespace 5. I had just assumed it would be in Squarespace 6 from the start, but when I relaunched my website on there I only found a selection of Google web fonts, so I just went with those though I still had a Typekit subscription active.

The Squarespace 6 Typekit integration includes 65 fonts, but my subscription gave me access to more of their catalog, so I went back to some typefaces I'd originally wanted to use here. For body text I'm using Chaparral by Carol Twombly, and for post titles I'm using FF Dax Compact Web Pro by Hans Reichel. You may or may not have noticed the update, but I'm happier with how these fonts render, especially on retina displays.

A long digression about my site layout. My previous blog design, from years ago, had a right gutter alongside the main column, and even further back, I had a right and left gutter. This time around, I chose a single column layout for several reasons. For one thing, I wanted to focus less on reblogging this time around and more on longer-form writing. Doing this just in my spare time, by myself, I can't produce enough content to support a multi-column, content-dense browse experience. Also, instinctually, this felt like the right form for the content I had bottled up in my head.

At Asymconf California recently, I heard Horace Dediu offer a fascinating explanation for why a clean single-column design might be evolutionarily soothing to humans (he wasn't arguing specifically for that design, but I'm going to selfishly appropriate his idea towards analyzing my site design). I can't remember where he himself heard the theory, but the idea is that because humans have both eyes in the front of their heads rather than on the sides, granting us binocular vision, we have the ability to focus our vision intently for long periods of time on a small area of our visual field. This, in addition to other developments like our brain size, may have uniquely enabled us to do things like read books or write code for hours on end.

One consequence of this positioning of our eyes, though, is that when we're reading, things in the periphery of our visual field are often read as threats or predators just based on evolutionary impulses. So a multi-column page layout, with colorful photos and ads to either or both sides of the content to be read, is constantly distracting us from the task at hand. It impedes deep focus.

That sounds crazy, I realize, and I'm no evolutionary biologist, but I do find it difficult to read content on so many sites on the web. That we even have services like Instapaper, Readability, and Pocket is comment enough on the subpar reading experience of the web.

Take your typical NYTimes article (I just grabbed the first one off of their homepage just now). Obviously they have many jobs they're trying to do on that page, but it is hard to just read the text top to bottom with any sense of peace when off to either side are persistent blocks of color and buttons and graphics, most of which have little to do with what you're reading. It's the tradeoff inherent to the business model and advertising formats they've chosen, and they are obviously far from the only site squeezed by the new economics of journalism in this age. The web is a wonder for all of its prodigious content, but there is a cost, and thus far we've paid for it with a largely distraction-filled substandard reading experience.

One other decision I've made based on the types of content I typically produce is to flatten the hierarchy of my blog, the primary page on my site, so that each post is displayed in full. With the frequency with which I post the types of long form content I post, a fully expanded single column of text felt most appropriate. It produces the feeling I want when reading content.

As for monetizing my blog, I will occasionally post affiliate links to Amazon for products I mention, but only if they're products I am discussing or endorsing. When I do, it will always be inline. If enough of you click and convert on those links to cover my site's hosting fees, and most years you do, it's a bonus. I'm not running this as a my sole means of supporting myself so that's all gravy.

One of the underrated aspects of Daring Fireball, one of the first sites I visit on the web each day, is its design. It also has a flat hierarchy, and its monochromatic design, minimal graphics, and single column layout makes for efficient and focused reading. Start at the top and read down until you come up against the last thing you read there. You're done. I always feel a sense of peaceful isolation with Gruber's thoughts.

Obviously some of that is a function of his prose style, which tends to be efficient, but the design is underrated. He also integrates much of his advertising inline with his posts so they don't stand out visually, with the exception of the one ad banner off to the left from The Deck (I wish it wasn't there, but it's a minor tradeoff for reading his content for free).

It's something akin to black and white photography. When I process a batch of photos from my SLR in Lightroom, one of the first decisions I make is whether to leave the photo in color or transform it into black and white. Often colors in a photo are just distraction, and what you want people to see is just structure. Black and white photography removes distractions and allows you to see the form of light and matter in the purest way.

Designing for text feels similar. For all that we do online, it's hard to beat the design of a physical book for presenting text in the most readable, comfortable, efficient layout. Kerning, line spacing, typeface selection, line length — printers have honed these to near perfection over centuries. We are still trying to find our way back.