For example, we don’t normally have to wonder about what we are. But there were many labels for me in these overlapping systems that made me have to think hard about what I was to the environment I was in and what that meant about the actions I could take.
The categories for security and boarding and even my assigned seat presented many overlapping facets that defined what I was to the airport. In each instance, I had to determine the rules represented by the labels involved. Was I a Gold Card traveler? A Silver Medallion traveler? An Economy Comfort traveler? What Zone, what seat? Some labels still made no sense to me.
For example, what did any of these have to do with “SkyPriority”? After I was seated on the plane, waiting for others to board, I checked Delta’s site on my phone. I discovered this answer among their Frequently Asked Questions: “SkyTeam Elite Plus members and customers with First and Business Class tickets are eligible for SkyPriority.” This sounded nonsensical to me, because I had no idea what SkyTeam Elite Plus meant, or how a passenger who is already “Elite” might possibly benefit from an appendage of “Plus.”
Then there was my phone. I tried dismissing that pesky flight notification from the phone’s lock screen, but it wouldn’t leave. It was only after I’d had a moment to breathe that I realized it was a feature, not a bug. Passbook was taking an action without my prior approval or awareness, trying to do me a favor by making it possible for me to open my boarding pass without having to unlock my phone. (I’ve since found this to be a useful feature!) But it was hard for me to learn as such, because the app took agency that broke the structural expectations that I’d learned to date by using iOS, and the alert gave no indication it was coming from Passbook.
Regarding my calendar, it occurred to me that I could see the TripIt itinerary information in my own calendar view because I had subscribed to it, but that subscription must be visible only to me, not those with whom I shared the calendar. I was thinking of “calendar” as the whole thing I was seeing, but in fact it contained a number of calendars, some of which were subscribed to rather than part of the specific calendar I had opened to coworkers. The meaning of “calendar” was disjointed, and the relationships between the various meanings resulted in confusion.
I also mused at the level to which airline travel is now depending on people to use networked devices, even though most airports have complicated network access. Think of the thousands of people who have the same problem with refreshing their boarding passes, not to mention getting gate updates and other information they’ve come to depend upon. (To Delta’s credit, the app avoids this problem in its most recent updates.)
All of these complications were largely problems with context. I struggled to accurately perceive the meaningful relationships between elements in my environment. These problems caused extra work and stress for an activity that used to be much more straightforward. Yet, they all happened in an environment that people designed and built. Each encounter was part of a human-made place, composed of physical surfaces, language structures, and digital bits, woven together into a complex system—a system that should be much less confusing and ambiguous than it turned out to be.
Now, imagine this same journey only a few years from now, when sensors in the terminal will be able to pair with my smartphone, pumping updates to its screen, chatting with me about where I should go through a wearable device, buzzing about which vendors close by serve my favorite foods, and who in my social network might be coming through the same terminal. How will that ecosystem know how to be truly relevant? Will it be overburdened with the noise of advertisements or “pay for more” services? Will it even have the rules figured out any better than I do about what queue I should use or if I can check my luggage for free? Whom will it be alerting to actions that I assume are private, or at least confined to the walls of the airport? How many more “calendars” will be overlapping and intermingling with mine by then?
Humans are much better at sorting out the vagaries of cultural meaning than machines. Yet, if we trip over these contextual conundrums so frequently, how are digital systems going to understand them any better? Moreover, how are we to keep absorbing so much contextual ambiguity and complexity from the multiplying layers of information we’re expected to comprehend just to finish basic tasks?
Chapter 2. A Growing Challenge
Where is it, this present? It has melted in our grasp, fled ere we could touch it, gone in the instant of becoming.
—WILLIAM JAMES
Early Disruptions
THE AIRPORT SCENARIO PRESENTED IN Chapter 1 IS JUST A MUNDANE EXAMPLE OF A BIGGER ISSUE: context is a lot more complicated than it used to be, and it is only going to become more disrupted and detached from the physical clues we’ve relied on until now. For most of human existence, the context of people, places, and objects has been pretty straightforward. If you’re in a field surrounded by trees, that’s where you are. The field won’t magically transform into a bustling village square in the blink of an eye. If you pick up a tool, a hammer perhaps, it does what its form suggests it will do. Physical laws dictate that the concrete world behaves in certain ways that we evolved to comprehend, usually with little or no explicit thought. So bodies and brains developed to prefer environments in which we don’t have to think so hard about what we’re doing.
But contemporary life is more complex. Now, we’re surrounded by stuff that requires conscious thought for us to get what we need from it. For a long time, technology has been chipping away at the immediate clarity of context. The invention of writing meant that something said (written) in one place could be read—and therefore, “said” all over again—anywhere the document might go, separate from its original utterance. Writing thus set the stage for later technologies to disrupt the connection even further. The nineteenth and twentieth centuries transformed the way we communicate by “radically separating the contexts of message transmission and reception.”[2] With the telegraph, tapping an apparatus in one place could send messages across continents and oceans. And, we still hear of celebrities and politicians being caught saying embarrassing things when they don’t realize their clip-on microphones are still live.
In a sense, this is just the extension of all mechanical technology, which introduced contraptions that separate a specific action from its effect. Turning a crank can lift heavy objects via pulleys. Pulling a lever can cause a railroad track to change the course of massive locomotives. Eventually these interactions became so numerous and complicated that they required new fields of study and specialized training. Hidden complexities enter our environment, and the further the specific physical act is from its effect, the more the context of cause-and-effect requires explaining and learning.
Most of these changes happened slowly enough that we could keep up with them. Complex machines were mainly run by specialists, and major new communications devices emerged at a slow rate of only a few every generation. It helped that much of it was tied to geography, with all of the physical and cultural context that implies. However, digital networks quickly detached us even from physical location. As William J. Mitchell explains in City of Bits: Space, Place, and the Infobahn (MIT Press):
Unlike telephone calls or fax transmissions, which [used to] link specific machines at identifiable locations (the telephone on your desk and the telephone on my desk, say), an exchange of electronic mail (e-mail) links people at indeterminate locations....You will not know whether I transmitted it from my office or typed it in at home while sipping a glass of wine or entered it into my laptop on a trans-Pacific flight and then sent it from a public telephone at Narita airport.[3]
The .edu domain of a university might imply that the addressee has some connection to that school’s campus, but even early dial-up access broke that connection because it allowed access from anywhere there was a phone line. The “where” of an email address is just the text in the address itself, a string of characters with only the barest literal connection to the sort of physical “place” in which we
evolved. Of course, nowadays, we appropriate domain extensions such as .tv—created for the country of Tuvalu—as meaning “television,” instead. Geography and “place” have drifted into a strange, turbulent relationship. Back when we were online only part of the time (when dialing through a modem or sitting at a desk), that relationship seemed manageable. But now that we’re personally connected to a global network 24 hours per day, we find ourselves both walking on the ground and living in a cloud, all the time, all at once.
The Role of the Web
A big reason why digital networks became so ubiquitous was the advent of the World Wide Web. The Web became the petri dish in which the culture of “being digital” explosively grew. The Web meant that we didn’t have to worry about what server we were on or to which directories we had access. It meant that we could just make links and think about structure later.
The principle driving the original development of the Web was to add a protocol (HTTP) to the Internet that facilitated open sharing. In the phrasing of its creators—in the Web’s founding document—its purpose was “to link and access information of various kinds as a web of nodes in which the user can browse at will.”[4] When you give people the capability to create environments with more ease and flexibility than before, they will use it, even beyond its intended boundaries.
The Web has now become something that has far outstripped what we see in dedicated “web browsers” alone. The characteristics of hyperlinks that once were only about linking one metaphorical “page” to another are now fueling all manner of APIs for easy, fluid syndication and mashing-up of information from many different sources. The spirit of the hyperlink means everything can be connected out of context to everything else. We can link enterprise resource management platforms with loading docks, map software with automobiles, and radio frequency ID (RFID) chips injected into pet dogs that include the dog’s records in licensing databases. Even our sneakers can broadcast on a global network how far we run, for anyone to see. The Web is now more a property of human civilization than a platform. It is infrastructure that we treat as if it were nature, like “shipping” or “irrigation.” HTTP could be retired as a network layer tomorrow, but from now on, people will always demand the ability to link to anything they please.
Additionally, these technologies have allowed us to create a sort of space that’s made of bits, not atoms. This space is full of places that aren’t just supplementary or analog versions of physical environments; they are a new species of place that we visit through the glowing screens of our devices. Writing about one of those places—YouTube—cultural anthropologist Michael Wesch describes how users sitting in front of a webcam struggle to fully comprehend the context of what they’re doing when communicating on “the most public space in the world, entered from the privacy of our own homes”:
The problem is not lack of context. It is context collapse: an infinite number of contexts collapsing upon one another into that single moment of recording. The images, actions, and words captured by the lens at any moment can be transported to anywhere on the planet and preserved (the performer must assume) for all time. The little glass lens becomes the gateway to a black hole sucking all of time and space—virtually all possible contexts—in upon itself.[5]
The disorienting lack of pre-Web context one faces on YouTube is not confined to videos. We’re spending more and more of our lives inhabiting these places, whether it’s Facebook or a corporate intranet. If we measure reality by where meaningful human activity takes place, these places are not merely “virtual” anymore. They are now part of our public infrastructure.
The contextual untethering the Web brought to computer networks is now leaking out into our physical surroundings. Structures we assume have stable meanings from day to day are shot through with invisible connections and actions that change those meanings in ways we often don’t understand. We live among active digital objects that adjust our room temperature, run our economies, decide on our financial fitness, route our trains and car traffic, and advise us where we should eat and sleep.
As Rob Kitchin and Martin Dodge explain in Code/Space: Software and Everyday Life (MIT Press), “Software is being embedded in material objects, imbuing them with an awareness of their environment, and the calculative capacities to conduct their own work in the world with only intermittent human oversight.”[6] These digital agents introduce rules of cause-and-effect into our environment that happen beyond our immediate perception, like a lever that switches far-away railroad tracks. Or, even more puzzling, we might pull a lever that does something different each time, based on some algorithm; or we watch as the algorithm pulls the lever itself, based on its own mysterious motivations.
At the center of all this disruption is how we understand basic elements of our environment: What place am I in? What objects does it contain, and how do they work? Who am I, and who can see me, and what I am doing? What used to be clear is now less so.
Case Study: Facebook Beacon
Some of the infrastructure we take for granted now was almost unimaginable only a decade ago. And perhaps no digital “place” is more ubiquitous in more people’s lives than Facebook. With billions of registered users, it’s become the “telephone network” of social interaction online.
Back in 2007, Facebook launched a service it called Beacon, which tracked what users purchased on participating non-Facebook sites, and published that information to the recently introduced News Feeds seen by their Facebook “friends.” It took many people by surprise, and sparked a major controversy regarding online privacy.
Facebook is an especially powerful example of context disruption, partly because of how it has shape-shifted the sort of place it is since it began as a closed network for Harvard students alone.
In fact, much of Facebook’s architectural foundation was structured based on the assumption that a user’s network would be limited to people she had already met or could easily meet on her campus. The intrinsic cultural structures of one’s college provided natural boundaries that Facebook re-created in code form.
Over time, Facebook grew rapidly to include other schools, then businesses, and then finally it was opened to the entire Web in 2006. Yet, it wasn’t until much later that it introduced any way of structuring one’s contacts into groups beyond the single bucket of “Friends,” as if everyone you could connect to was the equivalent of someone you met during freshman orientation.
So, for users who had started their Facebook memberships back when their Friends included only their classmates, the sudden shift in context was often disorienting. With pictures of college parties still hanging in their galleries—meant for a social context of peers that would understand them—they were suddenly getting friend invitations from coworkers and family members. Facebook had obliterated the cultural boundaries that had normally kept these facets of one’s personality and personal life comfortably separate.
Before Beacon, the introduction of the News Feed had already caused a lot of concern when users realized it was tracking what they did within Facebook itself and publishing an ongoing status report of those activities to their friends. Actions and changes that had once been quiet adjustments to their profile had been turned into News, published to everyone they knew.
Take, for instance, changes in relationship status. Breaking up with a partner is an intimate, personal event that one might prefer to treat with some subtlety and care. Facebook’s structure made it seem users were changing relationship status within a particular place, separate from other places. Consequently, it was horrifying to discover that changing the setting in a drop-down list in one’s personal profile was simultaneously announcing it to everyone he knew. Facebook broke the expectations of cause-and-effect that people bring to their environment.
Just as users were getting used to how the News Feed worked, Beacon launched, publishing information about actions users were taking outside of Facebook. Suddenly, Facebook was indiscriminately notifying people of purchases (books
about personal matters, medicines for private maladies, or surprise gifts for significant others) and other actions (playing on a video game site during the workday; signing up for a dating site), with confusing contextual clues about what was going on. For example, Figure 2-1 shows a small opt-out pop-up window that the system used, which was easy to overlook. In addition, it quickly defaulted to “Yes” and disappeared if you didn’t acknowledge it in time.[7]
Figure 2-1. The small Beacon opt-in message that would appear in the lower corner of the screen (from MoveOn.org)[8]
Unlike one’s Facebook profile, this was not information that was already available to your friends; this was information that, in the physical dimension, has always been assumed to be at least implicitly contained within a “store” or “site.”
Figure 2-2. The user perceives the Fandango site as a separate environmental place and might not notice a small, ambient opt-in message
The result? User revolt, widespread controversy, and the eventual dismantling of the Beacon program. And to top it off, it prompted a $9.5 million class-action lawsuit that was finally settled in February 2013.[9]
Facebook has notoriously and publically struggled with these issues of place confusion since its founding. But what is true of Facebook is just as true of nearly every networked environment. Although Beacon was the metaphorical equivalent of having networked cameras and data feeds for your every action available for public consumption, that breakdown of context is no longer merely metaphorical. As our every action and purchase is increasingly picked up by sensors, cameras, brand-loyalty databases, and cloud-connected smartphones, Beacon’s misstep seems almost primitive in comparison.
Understanding Context Page 3