4.05.2023

Battling the malaise induced by recognition of the oncoming Robot Apocalypse. Or how I learned to be happy while generative A.I. disrupted white collar jobs.

 A quote from Greg IP's article about the ramifications of generative A.I.,  in the Wall Street Journal:

"To paraphrase the old saying about recessions and depressions, technological disruption is when your neighbor is automated out of a job; the robot apocalypse is when you are automated out of a job. Professionals, including people who write columns for a living, now know the fear of obsolescence that has stalked blue-collar workers for generations."

Just hanging out with a Leica CL waiting for the Terminators
"Help me Sarah Connors!"

Photographers are at an interesting spot in their collective history. We're either headed out the door of commerce or we're working at figuring out how to stay relevant in a quickly changing world. The disruptor this time is generative A.I. Software that can create written material such as blogs, reports, proposals, books, articles and reviews (I wonder when the first A.I. critic will disparage the first fully autonomous A.I. novelist). Powerful software that can aggregate immense amounts of data, digest it, and then present it with a high degree of accuracy and clarity will almost certain cut huge swaths through the ranks of our current white collar, college educated workforce. The ripple effects will be enormous.

But it's equally effective at creating photographic images from scratch. Or from suggestions. Or from source materials such as snapshots or drawings.

What I hear from people outside the tech industry and outside the photo industry is that this sort of rising autonomous ability on the part of machines is creating overblown news stories and that the sort of capabilities required to replace trained, human professionals is years and years, or decades away. But when I look at tech resources and even at the cutting edge of my own industry I can see that this will be like the "Kodak Delusion." 

The Kodak Delusion was the belief, supposedly supported by rich data, that the world's biggest imaging company would be able to rely on film sales for decades past the nascent introduction of digital cameras. Dozens of Kodak PhD, economists, on the payroll, assured the board of directors that progress would be slow and linear in the digital field and that the slow and steady progress Kodak was making toward sliding into the digital market was right on the pace. Right on the numbers. And then everything went to hell as the acceptance and demand for digital products skyrocketed and accelerated logarithmically and left Kodak in the dusty museum of once great companies, sidelined within a small handful of years. Film, for the most part, just vanished. So did labs. So did processing chemicals in nice yellow envelopes. So did support for hundreds and hundreds of college and vocational photo education programs. So did their valuable professional support programs.

I wrote earlier about how quickly I thought the new tech would disrupt the market for business portraits; headshots. I've now, at last count, had about 45 people email me links to a number of ads offering the following service: You take a group of selfies with your phone. You choose a style and a background you like. You upload these files to the service which puts your images into a source file which software deconstructs using standard face recognition techniques (space between eyes, height and structure of cheekbones, nose structure, mount structure, etc.) to build a "new you" from all the parts. The new you is enhanced, cleaned up, rid of scars, acne and rough skin. Stripped of your previous double chin. And output as a series of new "candidates" for you to choose from. All for about $29. Turnkey.

The slower thinkers among us reflexively say that there isn't enough "resolution" on the phone selfies to make great images and so current professional headshot creators needn't worry. They totally miss the point that the supplied photos only supply the framework or the overall facial grid coordinates for the final digital portrait construction and that the appearance (and reality) of detail, texture and overall resolution and sharpness are made when the program "skins" the "frame". The resolution of the source material is immaterial to the final quality of the images; as long as the source images (selfies) provide broad information (hair color, facial metrics, complexion tones). To put it simply, the A.I. programs are looking at your supplied selfies the way a painter might look at a model or source material when doing realistic painting. They get the broad strokes from the small photos and then paint large. As large as you might want. And with as much fabricated but apparently real detail as you might want. 

I have a few friends who understand this new technology very well and say to me that the sky is the limit, that we are at early days in the "takeover" and that this will free up mankind for more leisure. Neglecting to acknowledge that most of the off-boarded knowledge and creative content workers will need to find new sources of income to replace their existing salaries. I guess the counter argument is to not worry about it if you are a stockholder of a company that benefits from endless, free content creation by machines because the embrace of the robots will reduce operating costs and raise equity value... An argument that brings little solace to those made redundant....

So, the sky is falling. The robots are kicking down the doors. bullets bounce right off their titanium alloy armor. Why don't I care?

Hmmm. I guess it's because I am confident that most bright people who are temporarily displaced will find a new way to make money and thrive. I'm also of the belief that a certain percentage of the population doesn't read the news, doesn't understand the coming changes and the ramifications, and that they will continue on doing things the way they have been until forced to change. 

I did some work for a large, regional advertising agency last week. We made portraits. They have a burgeoning I.T. department filled with very bright young people. To a person they found the new tech "interesting." But, importantly, they weren't rushing to adopt it in their own work. The portraits I was shooting were for use on their website. If a progressive (in terms of development; not in the political sense), tech forward, young company isn't rushing to use these new resources then there is some breathing room for current photographers. At least for now (but see the Kodak Delusion above...). 

Last weekend I needed to get out of the office and away from the computer. I walked downtown through familiar territory. Everywhere the trees, lawns and gardens were green and growing. The weather was textbook perfection. And all over the touristy spots of downtown Austin the landscape was busting with portrait photographers taking graduation portraits, engagement portraits, model portfolio portraits, family portraits and even portraits just for fun. All of the customers, if they had deeper knowledge, would be perfect candidates for much cheaper, retouched A.I. images --- if they were aware of the existence and value proposition. But they seemed happy to work with photographers who were working exactly the same way they did last year and even a decade before. The majority of photographers I saw were Gen Z and Millennial females, almost all wielding the almost cliché Canon DSLR and one of two zoom lenses, The venerable 24-70mm f2.8 or the 70-200mm f2.8. Some used flash but most were just winging it in the shade of the tall buildings. Gotta like open shade. It's the best. 

Here's my take. I think there are a lot of guys like me who really get into the technical stuff. We're on top of the latest gear and the latest techniques. We can imagine, clearly, the consequences of this sort of evolution.  But it takes a lot longer for people who aren't welded into the industry in the same way to "discover" the value of new technology. 

I remember years after I bought my first two wildly expensive Kodak digital cameras running into a friend/peer/competitor at one of the local processing labs (we still needed prints back then for clients) and he was asking me if I thought digital would ever supplant film-based commercial imaging. This was in 2004. He thought not. He thought his Hasselblad film cameras would be adequate for at least a decade more. And then, BAM! He was thrust by his own clients into the fast learning curve of digital at the time and a year later sold his last film camera to retool. It took the lab a long, long time to convince him that sRGB files were, indeed, what he needed to output his files as for printing. He tried to get good results giving the lab ProRGB files (incorrectly rationalizing that the wider gamut would provide better quality) for a long time before he understood. But eventually he came around, shoved along by the momentum of commerce. 

We're at the same kind of inflection point right now. We might be able to adjust in a number of ways. We can learn the new software and try to add our own value to it. We might pivot to a different specialty that values primary, human interpretation. We can delay the invasion of automation for a few years more by turning to video production instead (but the writing is already on the wall there too...). Or we can find the clients who don't want to change, don't know about the new tech, or just don't care how we do the job as long as it gets done. 

As an older generation (our demographic here trends "over 40") we have two real choices. We can learn as much as possible about new innovations, new trends and new tools like A.I. and incorporate them into our creative existence/workflow or we can hide our heads in the sand, deny that anything has changed, soldier on with an ever decreasing market share for our traditional wares until we are left barren of customers/audiences and distraught. 

There is a third option. We can just exit the market. If you don't need the income you can choose not to choose. But if you do need continuing income from creative content then you'd better get busy learning new ways. 

Sad to think that my old laptop and ChatGBT might just be the next Vladimir Nobokov. Or Richard Avedon. Now where did I store that cache of EMP weapons? Currently baiting the robot traps with lithium batteries....


Time elapsed concepting, researching, writing and editing: 1 hour 30 minutes. I owe it all to my typing teacher at high school... 

"Happiness is a learnable skill."  -Jewel

24 comments:

  1. The new tech will free up people's time so they can enjoy their leisure more. That hardly ever works out, does it.

    Do we have our first AI influencer on TikTok yet?

    If I get my AI to do my work for me, will I continue to be paid?

    So far, AIs can't shovel snow, cook, mow the lawn, fix the plumbing or the fridge.

    Someone should ask ChatGPT, "Should information be free?", see what it says. It is value-neutral, isn't it?

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  2. Can anyone really fix a refrigerator? I mean...really? Not seeing it.

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  3. The techno shift for those in the throws of retirement will be the AI-generated life inside the Metaverse. Fed with tubes of gluten-free vegetable goo and whisked away to the far reaches of the available ram in our VR server. Sign-up is free. The monthly toll will be deducted from your digital retirement fund.

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  4. There's a lot of hype behind AI "replacing" jobs. What Microsoft is really doing is ginning the hype machine so that corporate customers all subscribe to its AI service. Some will be dumb enough to lay off workers, and then likely have to hire them back when they realize AI needs minders. It's happened before.

    I heard someone talk on this yesterday, who says it's telling that a lot of the people jumping on the AI bandwagon were on the crypto bandwagon last year (He actually compiled data on this by using Linked In profiles).

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  5. For most companies who constantly have an eye on the bottom line, when there is proven AI technology to automate software development, why would you continue to employ people to do that work? I have a feeling that the IT department in the company you referred to will become smaller in the near future.

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  6. I’ve stopped turning to the elevator operator for advice on these things. Now I listen only to the milkman.

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  7. The niche market of portrait photographers whether for babies, HS grads, quinceaneras, weddings, or corporate purposes probably should feel threatened. Getting very high prices for services that can now be achieved by less professional photographers is fair play in the market. My son-in-law’s wedding for example; they paid high dollar for a pro to do the candid and formal portraits. Honestly, photos taken by several old “enthusiasts” with their digital cameras, of “enthusiast” grade quality, and some cell phones, far exceeded the pics from the pro and his ass’t. Not that the pros photos were bad at all, but the amateurs photos are the only ones displayed anywhere. Not just because they captured the personalities of the subjects more candidly, and well, but because of the provenance…as in, this was taken by my Dad before he passed away. As AI assists make these type photos ever better and available, the ruthless market will increase some folks leisure time.

    In terms of the value of training and experience, developing character through a long career, being replaced by canned computer based methods… Ask a teacher about being forced to teach a curriculum developed by hmmmm outside sources, utilizing
    increasing amounts of computer games, etc. And having ignorant parents, or those curriculum experts, being given a big voice in what is being taught by someone with a college degree in the subject, more often a Master’s degree or more. The notion of an open-minded education, broadly based, honest in trying to present the best, current views on a subject, being taught by an experienced pro, seems to be susceptible to the chlorox drinking crowd. Last, the only politically indoctrinating people I ever encountered in a very long teaching career were not Woke at all, but far right zealots bringing their personal views and axes to grind into their classes unprofessionally. Oooops…got off a rant. Anyway, not just “artists” are getting displaced. Though if you can recall your best teachers, they were genuine artists, too.

    Finally, regarding your selfie above. Don’t know if your camera is giving you electroshock therapy, but try to relax that squinting. Let go and let EVF.

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  8. Just convince the right that AI is woke and they will be crashing down the doors trying to destroy all the servers.

    Eric

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  9. There’s never been a better time to take photos for yourself.

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  10. Ed, the right wing in America has long sought to destroy any and all support for the arts in America. They have largely succeeded and now are turning their nasty energy on education. Dumb ass people are easier to manipulated and control. Sad but there it is. Can't believe people are happy to be ill-informed and, well...stupid.

    Even sadder...to be proud of being stupid.

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  11. Re: the Kodak Delusion…in 1988, I was sitting in a conference room at MEC in Rochester (“Marketing Education Center”, Kodak’s college-like campus along the Genesee River), along with several other industry members and a couple of Kodak Senior VPs. They were asking us where we saw the photographic business going, and what associated technological developments we believed would make the most impact in the ‘90s.

    When I was my turn, I told them I believed “electronic photography” (which is what we called it back then, as was the custom) would do to film what video had only recently done to Super8 home movies — that is, completely destroy the market in a few short years.

    The execs gave me their best patronizing smile, assuring me their research had proven (and this is an exact quote) “that people will always want to hold their memories in the palm of their hand”.

    Now, aside from the fact that they didn’t consider the idea of printing those electronic pictures, or that perhaps there would appear handheld devices which would carry and show such images on demand, I knew they were wrong about people wanting physical manifestations of their snapshots. Why? Because my own 63-year-old father had told me, repeatedly, that he couldn’t wait for a camera that would “show my pictures on the TV, so I don’t have to mess with albums or projectors”.

    Now if my father, who was a blue-collar foreman with a high school education, wanted technology like that, I knew there would be a big market. Admittedly, it took a little longer than the decade timeframe we were discussing, but I knew it would happen. If I could see it, why couldn’t they?

    (That is a rhetorical question to which I already know the answer, but include here because the encounter still amazes me.)

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  12. Thanks Grant, I had similar conversations with Kodak tech reps but years after yours. They still didn't get it.

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  13. Why was there a move from film to digital? What benefits did digital deliver for image quality that film failed to provide? I'm guessing the switch was more for convenience than quality, a move to lower costs of design, processing, production, etc. No one put a gun to creative directors and forced the demand for digital images - they chose to make that demand based on criteria unrelated to image quality.

    Convenience is what drives behavorial change - technology just facilitates it.

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  14. Thanks Grant. I had never made the connection before that the film/digital transition had been "foretold" by the video revolution, even if at first it wasn't strictly digital video in the way we now understand it.

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  15. >>Why was there a move from film to digital? What benefits did digital deliver for image quality that film failed to provide?<<
    Actually, OSHA had a lot to do with it. I was still in the newspaper business in the 1990s, and like most newspapers, we shot film, processed and scanned it, then edited digitally. The first pro digital cameras were out -- the Associated Press/Kodak/Nikon mashup -- but they were like $25,000 each. Outfitting our photography staff with them would have cost six figures.
    Which was ridiculous, until OSHA came out with new rules for dark rooms. Our darkroom was in the middle of a converted 19th Century train station that was a replica of a 16th Century Italian piazza. Bringing that darkroom up to the new code for ventilation, chemical storage etc. would have cost 7 figures. Suddenly those $25k digital cams seemed like a deal, so we converted and got rid of the darkroom. There were more than 3,000 newspapers in the US at the time; they pretty much all converted over the next few years.
    Image quality didn't enter into it.
    Hope that helps!
    Cjf

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  16. I really think the AI is being over-hyped. So you take your shot with an iPhone and send it off to the AI company to be reskinned and you have...a mannikin. You have to understand that AI doesn't "know" anything. It simply manipulates data. Lots of data. I think John Singer Sargent said something about a portrait as being "a likeness in which there is something not quite right about the mouth." I believe that's what you'll get from an AI. It'll look terrific, just not quite like the sitter. That already happens when a portrait artist cleans up a portrait a little too much. An AI can only guess what is "too much" because that changes from person to person. Leave in the beauty spot, or take it out? As I think I said in an earlier post here, it's not the main stuff that's a problem for an AI, is the edge stuff, the individual idiosyncrasies that it won't get right.

    You also have to understand that while an AI might have a lot of data, it doesn't have an infinite amount. I would be interested to see an AI -- I think some people here might have access to one -- reply to the question, "Is a Matisse worth more than a O'Keeffe?" Without any bullshit attached.

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  17. My brother scanned in a large-format negative showing our grandmother on a nice portrait around the year 1932. The image was out of focus, so he made it sharper with the AI sharpener tool in Photoshop.
    Big problem, now it's not our grandmother in the picture, the resemblance is gone. An eerie alienating effect, ... maybe the AI doesn't know our grandmother???? This problem cannot be solved by those programmers.

    Frank.

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  18. Hi Kirk,

    This is not related to today's post, but I'd suggest a trip to Mellow Johnny's to look at bikes, with a stop off for coffee at Juan Pelota's. I'm 64 and have been walking a lot for exercise, but no matter what shoes I wear my feet hurt after awhile plus it just gets boring. I decided to get a bike again and have been having a blast. It's a great workout at no cost once you get the bike/ebike.
    I enjoy your blog, thanks -

    Ken

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  19. Ken, I suggest you find a pool and a master swim workout. More fun than we'd be allowed to ever have under a repressive regime. But biking is good too. And, actually, the coffee at Mellow Johnny's can be delicious. Does Lance still own that shop? I'll ask him next time I see him at swim practice...

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  20. Headshot photographer colleague out on a job waiting for their next subject had someone jump on a scrap of their white background and a friend snapped away with their cell phone. Boom, off to AI headshot land.

    A key that I see coming is that a framework for the face is no longer what is built. AI is mapping pixel level data points. A little more back end under the hood work and it will be good and fast at creating lifelike headshots of yourself. Wide adoption will happen at the speed of Kodak imploding once the first cell manufacturer includes it as a built in app. That's how they will fight to add value to their now non-differentiable cell-devices that now all surf the web and occasionally go "ring-ring". Buy our phone. It makes you pretty.

    Regarded as a founder in the field of AI, Eliezer Yudkowsky has written that AI is going to kill us all. And the current call to sign an agreement to pause all AI for 6 months is too little.

    At the least in the near term, it's going to kill off a lot of creative and arts based jobs done for commerce. Because cheap and fast and good enough are the siren call to MBA's in cubicles. And from what I've seen of weddings, artifice and aspiration are the goals. Not reality and documentation. Heavy industry product photo client already uses a lot of CGI representations of its output. Despite the fact I can make some of it look like the ISS.

    Lastly, there are entirely AI generated Instagram influencers already: Imma on Instagram. And a photographer, can't find him at the moment, has used a CGI fashion model for awhile now.

    It's all gonna crash hard.

    Or maybe creating on film again (argh ...)will hold some sort of mystique as being organic and authentic. Couple young guys ran the band Odesza and were wildly popular for incorporating what they called "organic music" into their ProTools and computer generated sounds. Organic? Well they used brass. And a drum line. The Kids Today loved it.

    Might have to go source some D76 or Rodinal again.

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  21. Jobs will vanish, as will opportunities and old ways. But that’s only the visible parts of a huge “ice berg” of coming upheavals.

    Think!

    The next generations of AI’s WILL be based on curated (censored) material. Curators will proliferate everywhere, with well known outcomes.

    Let’s just look at the recent US debacle concerning Michelangelo’s nude David, a replica actually in public display in a large square in Florence.

    That statue will not be “curated away” in Europe. After some heated skirmishes, it will be decided to everybody’s interest, that the statue will not be shown, mentioned or otherwise turn up in parts of the US, where that will pose a problem. Within a short time curators will agree, that Floridians traveling to California, should not be allowed to establish the existence of David. The only solution: Within official US AI boundaries Michelangelo’s David will cease to exist.

    I won’t have to tell you, that the official, authorative Chinese AI will have curated content, that will differ sharply from the curated content of the official and authorative US AI, do I?

    You will get a plethora of hard dividing lines along political, cultural and/or religious lines as well. Orthodoxy everywhere will have their field days fighting anything differing from true gospel. Trump mania may even turn out to be “a milder version” of things to come.

    Photographers, journalists, authors etc. will look into hard times coming, but think… what will the real, long term outcome be. At best!

    Worst case scenario makes Stalin, Hitler, Mao and all the nice guys (and ladies) like that look like mother-in-laws dream consorts for their offspring.

    Besides politicians, “security forces”, the new powers to be will be the cadre of “curators” guaranteeing the “soundness” of the various official, authoritative AI’s around the world. Will there be wars fought over “deviating” ways of curating? Naturally. Probably just as fierce, as the worst religious wars and massacres in history.

    That’s a given, unless you, I, we begin to both think and act!

    We live in interesting times, as the old Chinese curse goes.

    Regards and pleasant dreams

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  22. Is that Lance Armstrong you are referring too? Trump should pick LA as his running mate. Two peas in a pod.

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  23. I suddenly feel like watching Fahreneheit 451 again.

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  24. And I feel like I'm living through "1984" combined with "Brave New World" but with even less of the happiness...

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