What spatial computing could be

A new Apple product says it employs “spatial computing.” As someone who studies spaces and places, I was curious to read the definition for this. But, it is not clear:

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Apple insists that its $3,500 Vision Pro ski goggles, which officially debuted Friday, is not virtual reality but “spatial computing.”

One problem: No one agrees on the definition of spatial computing. Ask 10 people in technology and you might get 12 different answers.

What Apple calls a spatial computer, some technologists call “mixed reality” — or possibly “augmented reality,” “holographic computing,” “the metaverse” or “XR,” which some people say is shorthand for “extended reality.” Others say the letters don’t stand for anything.

What I hope this means: the headset or other device is interacting with the spaces and places around the user. It is not just layering on information on a view but affecting that environment as well. Perhaps the closest a definition in this articles gets to this comes in this quote:

Imagine wearing a lightweight, inexpensive pair of glasses and seeing digital walking directions in your field of vision that point where you turn left. Or imagine sharing a video of your kid’s birthday party that makes others feel like they were there.

If a headset or device could truly make you feel like you were in a setting, that’s cool. But, that is not quite what I envision as spatial computing. What makes places unique in sociological terms is not just the physical arrangements around someone but all of the meanings, symbols, and relationships intertwined with those material realities.

The sameness and authenticity of coffee shops around the globe

Why do so many coffee shops tend to look the same?

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I often typed “hipster coffee shop” into the search bar as a shorthand because Yelp’s search algorithm always knew exactly what I meant by the phrase. It was the kind of cafe that someone like me – a western, twentysomething (at the time), internet-brained millennial acutely conscious of their own taste – would want to go to. Inevitably, I could quickly identify a cafe among the search results that had the requisite qualities: plentiful daylight through large storefront windows; industrial-size wood tables for accessible seating; a bright interior with walls painted white or covered in subway tiles; and wifi available for writing or procrastinating. Of course, the actual coffee mattered, too, and at these cafes you could be assured of getting a cappuccino made from fashionably light-roast espresso, your choice of milk variety and elaborate latte art. The most committed among the cafes would offer a flat white (a cappuccino variant that originated in Australia and New Zealand) and avocado toast, a simple dish, also with Australian origins, that over the 2010s became synonymous with millennial consumer preferences. (Infamous headlines blamed millennials’ predilection for expensive avocado toast for their inability to buy real estate in gentrifying cities.)

These cafes had all adopted similar aesthetics and offered similar menus, but they hadn’t been forced to do so by a corporate parent, the way a chain like Starbucks replicated itself. Instead, despite their vast geographical separation and total independence from each other, the cafes had all drifted toward the same end point. The sheer expanse of sameness was too shocking and new to be boring…

My theory was that all the physical places interconnected by apps had a way of resembling one another. In the case of the cafes, the growth of Instagram gave international cafe owners and baristas a way to follow one another in real time and gradually, via algorithmic recommendations, begin consuming the same kinds of content. One cafe owner’s personal taste would drift toward what the rest of them liked, too, eventually coalescing. On the customer side, Yelp, Foursquare and Google Maps drove people like me – who could also follow the popular coffee aesthetics on Instagram – toward cafes that conformed with what they wanted to see by putting them at the top of searches or highlighting them on a map…

Simply existing as a coffee shop isn’t enough; the business has to cultivate a parallel existence on the internet, which is a separate skill set entirely. “It almost feels like, you must have a social media acumen, you must be savvy in this area that is adjacent to your business, but not directly embedded in your business, in order to be successful and visible,” Walsh continued. That means plenty of tagged photos on Instagram and positive user reviews on the business’s listing on Yelp or Google Maps…

The other strategy is to remain consistent, not worrying about trends or engagement and simply sticking to what you know best – staying authentic to a personal ethos or brand identity in the deepest sense. In a way, coffee shops are physical filtering algorithms, too: they sort people based on their preferences, quietly attracting a particular crowd and repelling others by their design and menu choices. That kind of community formation might be more important in the long run than attaining perfect latte art and collecting Instagram followers. That is ultimately what Anca Ungureanu was trying to do in Bucharest. “We are a coffee shop where you can meet people like you, people that have interests like you,” she said. Her comment made me think that a certain amount of homogeneity might be an unavoidable consequence of algorithmic globalisation, simply because so many like-minded people are now moving through the same physical spaces, influenced by the same digital platforms. The sameness has a way of compounding.

As a different kind of place, fast food restaurants are often criticized for their sameness. As part of a larger brand, individual locations feature similar food, aesthetics, and signs that provide familiarity for patrons.

Coffee shops are supposed to be the antithesis. They are cool while fast food is formulaic and bad for you. They offer sophistication rather than mass production. They allow space for quietly working or interacting with friends while fast food places are about efficiency and moving people in and out.

But, this piece suggests the Internet and a particular class of people have helped contribute to sameness across continents. These may be independent coffee shops but they are trying to respond to global patterns. Do customers really want a unique place or do they want some predictability? The McDonaldization (from sociologist George Ritzer) of space is worth considering more as physical spaces are shaped by Internet realities. People operate and interact in both realms. The suggestion here is that the Internet is driving the shaping of physical spaces and the reverse could happen as well.

Places that represent America, in memes and other forms

Ohio is a running meme in social media:

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According to Know Your Meme, treating Ohio as a joke started in 2016 after the meme “Ohio vs the world” went viral on Tumblr. User @screenshotsofdespair posted a photo of a digital marquee in an unknown city that read, “Ohio will be eliminated.”

At the time, the joke was Ohio was secretly plotting to take over the world, hence the photo calling for its silencing. By the time 2020 rolled around, jokes about the state had evolved…

Now, most memes about the state are saying “so Ohio” or “only in Ohio” about something bizarre or random. It’s usually tied to images, GIFs or videos that highlight something ridiculous. The memes imply that Ohio is a place where strange things happen. Ironically, it’s actually been named one of the “most normal” states in the U.S.

Describing the internet trend, Know Your Meme explains how the memes have essentially re-branded Ohio. Now it is “an American middle place, existing as a capitalist wasteland of chaos and mayhem, akin to creepypastas, lore and randomness, becoming an imagined epitome of American signifiers such as Breezewood, Pennsylvania.”

The Ohio memes have become so near-constant that they’ve taken on a life of their own. To date, the hashtag #Ohio has 33 billion views on TikTok, while #OnlyInOhio has about three billion. In some cases, people have made memes about the memes.

I am intrigued by this idea of particular places embodying America, whether normal or weird. Breezewood? I look forward to driving by it several times a year. The Midwest as the “heartland”? In the sociological tradition, how about “Middletown” and the long set of studies devoted to this community (which was Muncie, Indiana)? Or, what about the claim that Chicago is the most American city? Or, the idea that one can see real America at Walmart or at an emergency room on a weekend night? Perhaps this has a long tradition, even if it is now taking the form of memes.

And then there could be places and communities that are known but cannot embody all of America. Could New York City all about America or does its status as the leading global city and its particular history and character mean that it cannot embody all of the United States? (Perhaps normal American cities are Cleveland.)

Tiny houses may be popular on social media but that does not mean people want to move into such homes

What housing attracts views on social media may not exactly be what people want to live in:

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Social media platforms are having a field day with microapartments and tiny homes like Mr. Marshall’s, breathing life into the curiosity about that way of living. The small spaces have captivated viewers, whether they are responding to soaring housing prices or to a boundary-pushing alternate lifestyle, as seen on platforms like the Never Too Small YouTube channel. But while there is no precise count on the number of tiny homes and microapartments on the market, the attention on social media has not necessarily made viewers beat a path in droves to move in, perhaps because the spaces sometimes can be a pain to live in…

Viewers of microapartment videos are like visitors to the Alcatraz Federal Penitentiary in San Francisco Bay who “get inside of a cell and have the door closed,” said Karen North, a professor of digital social media at the University of Southern California.

Social media users want to experience what it’s like at the “anomalously small end” of the housing scale, she explained…

Pablo J. Boczkowski, a professor of communications studies at Northwestern University, said that despite the belief that new technologies have a powerful influence, millions of clicks don’t translate into people making a wholesale lifestyle change.

Perhaps it will take a long term social media effort for people to adopt tiny homes? What could be curiosity at the beginning could become normalized as more and more people are exposed to popular images. If such tiny homes are still drawing a lot of views and engagement in a few years, could this add up to something?

Yet, any tiny home revolution has not materialized, at least to this point. Having an extremely small home does not seem appealing long term. It might be an option for vacations or in an extreme housing price situation or better than the alternative of no housing. If people have some resources, they will seek out and find other options.

Still, I would not be surprised if more tiny or smaller residences attract social media hits in the coming years. If under 100 or 200 square feet is too small, could more housing options at 200-500 feet prove attractive in real life and on smartphones?

So long to the long tail of movies

Netflix, once the purveyor of many movie options, now has a much more restricted catalog:

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In the early years of the new millennium, internet theorists and tech startups were fixated on the long tail, the idea, popularized by a 2004 Wired article and subsequent book, that on-demand manufacturing and digital distribution would disrupt the winner-take-all logic of monopoly capitalism and allow businesses to profit by making a nigh-infinite variety of products available to any audience, no matter how small. You could sell one book to a million people, but you could also sell them a million different books, especially once you were freed from the storage constraints of a brick-and-mortar store. The problem is that this theory, that “the future of business is selling less of more,” turned out to be, at least in some cases, almost exactly wrong. Faced with the internet’s overwhelming range of choices, people retreat to the familiar, or flock to the latest TikTok trend. In a 2018 study, researchers found that increasing the number of available movies by a mere 1,000 titles decreased the market share occupied by the bottom 1 percent of DVDs—the ones the long-tail effect should benefit most—by more than 20 percent. Faced with even more options, people just gave up entirely. “When instead of 20,000 DVDs you can choose from 50,000 or 100,000 or 1 million,” the study’s co-author, Wharton professor Serguei Netessine, explained, “what happens is demand for all movies goes down.”…

Netflix won’t say how many movies are on the service at any given time, but estimates put it at fewer than 4,000, less than a hundredth of the vast universe it once provided. Where Netflix’s disc-by-mail service promised you could watch anything you wanted, its streaming incarnation merely promises that you’ll always be able to watch something. In the DVD era, Netflix’s queue would not only show you what was available but what wasn’t—if a disc ended up lost or damaged, the title would be grayed out and it would sink to the bottom of the page. But if a title on your list leaves the site, as dozens do every month, it just disappears: off of Netflix, out of mind. I rarely look at my list at all these days, but when I do, I’m vaguely annoyed that it’s full of things I’ve already watched, as if one time through Army of the Dead wasn’t enough. It’s no longer an agenda, something to be meticulously arranged and checked off one item at a time. (The cinephiles have Letterboxd for that now.) It’s just a pile of stuff.

When Hollywood’s legacy conglomerates launched their own streaming services in 2020, they followed Netflix’s initial model: one low price for a mountain of content. For less than $10 a month, you could access every movie Disney ever made, plus all the Marvels and NatGeo specials you could stuff your eyeballs with. Twice that, and HBO Max would serve up a vast trove of Hollywood history, from Batman to Casablanca, not to mention Game of Thrones and Friends. But they followed Netflix’s arc at an accelerated clip. Two and a half years after HBO Max launched, it started pulling down titles by the fistful, and six months later, Disney+ and Hulu followed suit. “This whole idea of warehousing content on Max, on a streaming platform, in retrospect is incomprehensible,” the CFO of HBO’s parent company, Warner Bros. Discovery, recently told investors. “A small percentage of titles really drives the vast majority of viewership and engagement.” Any title outside that small percentage is at risk of being removed, and while a movie or a TV show that went off the air might once have still been available on disc at your local video store, now, not even the people who create the content own their own copies.

The unchecked sluice of streaming can make it seem like you’ll never run out of things to watch, but that doesn’t mean you can watch anything you want to. When the director William Friedkin died last month, many people were unpleasantly surprised to find his cult favorite To Live and Die in L.A. unavailable to stream at any price, even as a digital rental or purchase. The movie is available on Blu-ray, but while Netflix once had a copy in its library of discs, they didn’t in August. (My local library, at least, does.) In the streaming era, we’ve come to accept such artistic lacunae as a way of life, and if To Live and Die in L.A. isn’t available, you can still watch The Exorcist and The French Connection—not to mention Sorcerer and Cruising and Killer Joe. How much William Friedkin does one person need, anyway?

This sounds like the ongoing issue facing the culture industries: how do they know what will be a hit and which products generate the most interest and money? In the world of movies, TV shows, books, music, and similar media, it is hard to know what viewers, readers, and consumers might find worth their time. Thus, these industries produce hundreds and thousands of options each year. A small group will generate a lot of money and help make the rest of the production possible.

Netflix offered a different possibility: the ability to profit from the edges of the catalog. By being the place where movie viewers could find particular options, they could offer a unique product. Other Internet-based companies, such as Amazon, could offer similar opportunities.

But it sounds like Netflix does not think it profits enough from the long tail. The goal is to make a smaller catalog available and focus on finding the big hits. If this is the plan moving forward, the culture industries continue on a long term path: try to crack the code on what becomes a hit and funnel resources to similar products.

Does smartphone use while driving make traffic worse?

Driving while texting and/or using a smartphone could lead to more unsafe driving but might it also make traffic worse? Here are a few things I observed recently:

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-The delayed start from a traffic light. Vehicles at the start of the line may not move for a few seconds after the light turns green, even when the path is clear. This slows down the rest of traffic, particularly when there are a lot of traffic lights in a row.

-The increased distance between vehicles. If drivers think they need more margin because they are not fully paying attention to the road, vehicles will be further spaced out.

-Not paying attention to directions or turns might mean people have to cut across lanes or make alternative paths.

Since traffic can act like waves, then even a slight disruption can have a ripple effect.

If all drivers took the “most efficient” or “fastest” routes according to their apps, would these hits to traffic be cancelled out?

It might also be worth remembering that one of the appeals of self-driving vehicles is that they could better address these issues. They could better safe themselves and adjust to changes in conditions around them.

Building up mental maps with paper maps and atlases

Paper maps and atlases may be more than just backups to digital navigation tools:

Apps are invaluable when you miss your exit on the interstate or need the quickest route through gridlock. But dispensing directions in 10-mile increments on a tiny screen is not the same as spreading a U.S. map out and visualizing a journey.

Everyone has a “mental map … made up of both factual information about a place and also our own understanding and imagination about the place,” Maitha said. Paper maps help build that mental map and provide spatial awareness, he explained.

All of these options are aids to help humans. With a paper map or Waze, the external object is helping a person make sense of the physical world around them. Our brains could use the help as we get our bearings.

My sense is that the digital devices are very helpful in immediate information – what is the next step I take? – but not so great in providing the big picture. You can see a list of turns or a broad map. But, their primary value is right in front of the vehicle. The paper atlas or road map provides the big picture while not saying as much about what is right outside the vehicle.

Just recently, I spent some time examining a 1718 map of North America made by a French cartographer. In working on some research involving these areas, the paper map provided a sense of how the French viewed this part of the world. It does not provide granular detail but it hints at what they thought was important.

Like some of the people interviewed in this article, I will keep both my atlas and my devices with me while driving. Until the device can unfold a larger image of the full scope of a journey, I want that option and will continue to enjoy maps and atlases.

Audio algorithms and how we watch (and read) TV

More people use subtitles with TV shows because algorithms for audio have changed:

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Specifically, it has everything to do with LKFS, which stands for “Loudness, K-weighted, relative to full scale” and which, for the sake of simplicity, is a unit for measuring loudness. Traditionally it’s been anchored to the dialogue. For years, going back to the golden age of broadcast television and into the pay-cable era, audio engineers had to deliver sound levels within an industry-standard LKFS, or their work would get kicked back to them. That all changed when streaming companies seized control of the industry, a period of time that rather neatly matches Game of Thrones’ run on HBO. According to Blank, Game of Thrones sounded fantastic for years, and she’s got the Emmys to prove it. Then, in 2018, just prior to the show’s final season, AT&T bought HBO’s parent company and overlaid its own uniform loudness spec, which was flatter and simpler to scale across a large library of content. But it was also, crucially, un-anchored to the dialogue.

“So instead of this algorithm analyzing the loudness of the dialogue coming out of people’s mouths,” Blank explained to me, “it analyzes the whole show as loudness. So if you have a loud music cue, that’s gonna be your loud point. And then, when the dialogue comes, you can’t hear it.” Blank remembers noticing the difference from the moment AT&T took the reins at Time Warner; overnight, she said, HBO’s sound went from best-in-class to worst. During the last season of Game of Thrones, she said, “we had to beg [AT&T] to keep our old spec every single time we delivered an episode.” (Because AT&T spun off HBO’s parent company in 2022, a spokesperson for AT&T said they weren’t able to comment on the matter.)

Netflix still uses a dialogue-anchor spec, she said, which is why shows on Netflix sound (to her) noticeably crisper and clearer: “If you watch a Netflix show now and then immediately you turn on an HBO show, you’re gonna have to raise your volume.” Amazon Prime Video’s spec, meanwhile, “is pretty gnarly.” But what really galls her about Amazon is its new “dialogue boost” function, which viewers can select to “increase the volume of dialogue relative to background music and effects.” In other words, she said, it purports to fix a problem of Amazon’s own creation. Instead, she suggested, “why don’t you just air it the way we mixed it?”

This change in how television audio works contributes to needing subtitles to understand what is being said.

I wonder if the bigger question is whether this significantly changes how people consume and are affected by television. If we are reading more dialogue and descriptions, does this focus our attention on certain aspects of shows and not others? Could this be good for reading overall? Does it limit the ability of viewers to multitask if they need to keep up with the words on the screen? Do subtitles help engage the attention of viewers? Do I understand new things I did notice before in the world with fewer subtitles? Does a story or scene stick with me longer because I was reading the dialogue?

Does this also mean that as Americans have been able to buy bigger and bigger TVs for cheaper prices, they are getting a worse audio experience?

When strangers disappear from all of our photos

This has been possible with Photoshop and similar tools for years but Magic Eraser from Google makes it even easier: we can get rid of strangers in our photos. Should we?

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My most Andy Rooney opinion, at least since the latest flare-up of the sleepover debate (I’m pro), is that we should not erase strangers from our family pictures. My original nuclear family’s albums, which my mother maintained in those classic 1980s scrapbooks with self-adhesive pages, annotating each image in her distinctive handwriting, are absolutely, positively chock-full of randos. When I was in elementary school, I loved to look at these pictures, hauling out two albums at a time and paging through them at our kitchen table. It was a time when I was becoming acutely aware of the difference between our family and others—not in a bad way, but in an interested one. We lived in a small town, and our family vacations gave us information about how things were elsewhere. I wasn’t going to pass up analyzing those clues.

The people we are around are also parts of our lives, even if we do not know them. To take pictures in public often means that others are present. We may not interact with them but we do not live in a world where we have our own bubbles and no one else is around.

There may be occasional times where removing strangers makes sense. Perhaps we want to focus on particular people or a particular scene. But, doing this at a larger scale always puts us at the center and makes it appear as other people do not exist.

Is this a continuation of the emphasis on the individual self? Social media, which is linked to the images we take, see, and use today, also encourages emphasizing ourselves. In images and a world where there is no one portrayed around us, we are at the center.

A future world where our pictures only feature us makes me think of Black Mirror or an extended global pandemic where streets and public places are empty. It would be a loss of our collective memories and the ways that we rely on nameless others every day.