Are We Headed To An IQ Economy?
Artificial Intelligence and technology are rapidly changing jobs and the future of work. The job environment that will exist when you reach financial independence or retire will be very different, perhaps to your advantage. This post is the first in my series discussing the future of jobs and how AI will impact them.
Unless you’ve been under a rock for a while, you’ve been exposed to the idea that we’re all going to lose our jobs to robots. The robots are coming. Some alarmists take an absolutist approach to this future, saying that none of us will have jobs in 10 or 20 years. Others take a more balanced approach. Like anything, the reality is nuanced and likely somewhere in the middle of the extremes.
But let’s be honest in many ways the robots are already here to a degree. I’m getting old and can still barely remember a time before ATM machines. More directly, machine learning and artificial intelligence (AI) are built into cloud services at Google and Amazon, and help us do tasks faster than we could have ever imagined even 10 years ago.
I dictate some of my blog posts now as a first draft, and then clean it up from there. Mainly because I’m a horrible typist, but also because I can.
And here’s the thing, automation has actually created more jobs than it’s taken away.
As this Forbes article notes:
“Contrary to many articles written a few years ago, AI and robotics are not doing away with jobs, they’re creating them. We now have demand for people to build AI and robotics, sell them, train them, and repair them.”
But I know what you’re thinking, everyone out there doesn’t have the skills to build AI and robots, much less sell them and train them. Very true. There’s no doubt that automation will affect people very differently.
According to this study:
“Almost no occupation will be unaffected by technological change in the AI era. Some of the most vulnerable jobs are those in office administration, production, transportation, and food preparation. Such jobs are deemed to face “high risk” with over 70 percent of their tasks potentially automatable. All of these either involve routine, physical labor or information collection and processing activities.”
Notice their words – “almost no occupation will be unaffected“, they didn’t say eliminated, or even changed drastically. Because the reality will likely be all over the place. And of course many new jobs will be created.
An IQ Economy?
If you were given a software tool that automated many of your tasks and allowed you to do a week of work in a single day, is your manager going to tell you to go home for the other four days?
Probably not. It’s more likely he or she will just expect 5 weeks of work by Friday.
Welcome to capitalism, enjoy your stay.
In the last 15 years with the advent of the Blackberry and smartphones we’ve clearly seen that when you have spare capacity, you do more work. We’re expected to be on call and available at all times now. This is mostly true for knowledge workers but increasingly for others as well.
This is the paradox of productivity. The never ending acceleration of new software tools and technology is ultimately great for gross domestic product, but how has it worked out for individuals and employees?
Ask the guy typing away madly on his laptop at the airport gate.
Let’s look at accounting for example. As this article highlights:
As AI and machine learning advance, more and more of an accountant’s traditional tasks may be taken on by robots. A McKinsey report on “Where Machines Could Replace Humans — And Where They Can’t (Yet)” shows that work activities with about 70% of time spent processing data are highly susceptible to automation. The work activities that are less susceptible to automation include tasks that involve human connection, emotional intelligence, and complex analysis such as managing others, applying expertise, and interacting with stakeholders.
They go on to say:
In particular, the use of AI and machine learning will increasingly give you the gift of time. You’ll no longer need to spend as much time entering and processing data. This means you’ll have more time to offer value-added services that your clients desperately need to help them grow and stay in business.
Bold emphasis mine. So what they’re really saying is that for white collar workers, more automation will create different work. As computers and AI are able to do more of the mundane, human tasks will be forced to move up the scale of complexity and difficulty. This will produce a greater divide between those who can make that cognitive move and those who can’t.
This possible future has been called the “IQ economy” by some. A future where human labor will still be needed, but to do ever-difficult tasks that require a high IQ and strong analytical thinking skills. AI and automation will accelerate intelligence amplification and augmentation.
For white collar workers this will no doubt continue to result in more work, more difficult work, and more “productivity”.
My brain is already exhausted just thinking about it.
Is it possible for AI and automation to free up some time for white collar workers and allow them to actually use that time to do something else besides work? Like go home and relax?
Likely not.
As I’ve previously discussed, did washing machines, microwaves, robot vacuum cleaners, and all of the great modern tools of domesticity free us up for more leisure time?
Yeah, no.
Robot Palm Reader
What will automation and artificial intelligence do to jobs in the future? Anyone who says they have it figured out is pulling your leg.
I love the topic though, partly because I’m interested in both technology and sociology. At the 50,000ft level, I’m a strong believer in our ability to adapt. Throughout human history we’ve shown an amazing ability to adjust to new realities and thrive within them.
The industrial revolution put many traditional industries out of business, and pretty quickly. But most of those people adapted just as quickly. And the country kept thriving. “But it’s different this time, it’s too fast”, you might say. I’m not so sure of that.
The Co-Director of Stanford University’s Human-Centered AI Institute and the Stanford Vision and Learning Lab, Fei-Fei Li, says:
“I often tell my students not to be misled by the name ‘artificial intelligence’ — there is nothing artificial about it. A.I. is made by humans, intended to behave by humans and, ultimately, to impact humans lives and human society.”
What she’s getting at is that we will always need people to connect the technology back to people. The future world of automation will not likely be a clinical, cold place where all human experience is filtered through a silicon lens of 1’s and 0’s, and where no one has a job.
What are we creating these technologies for if they cannot relate to the human experience? The connections are where the new opportunities and jobs will be.
This is the first in a series of posts I plan to do about AI, automation, and their impact on the future of work. There’s lots of angles to this subject to explore, and I hope to get great feedback from you, my readers, to open up new avenues of thought.
Your turn AF Readers – What do you think about the IQ economy and my prediction? Do you see it playing out differently?
This is a very interesting post Dave. You are right that AI will impact every career and typically for the better although some industries/professions can certainly be replaced (if self driving cars indeed becomes a reality, the transportation industry will be greatly impacted).
Even those in medicine are not immune. There have been talks that the specialty I am in (Radiology) is on the front line of attack by AI and the need for radiologists may be gone in the future. I do not think it is going to happen in my career lifetime (especially if I intend to retire early) because the first iterations of AI leave much to be desired (we have CAD or computer aided detection in mammography for example and it often misses subtle findings or more often raises too many red flags that a radiologist would typically dismiss).
Yep, I’ve read quite a bit about the radiology bots. But there’s also a big issue of trust. It’s one thing to trust AI to record your dictation correctly for an email without human review, it’s another to trust it to diagnose a scan that, depending on the call, could result in life-altering surgery. I don’t want to get out of my expertise, but I think you see what I’m saying.
As a nurse, I agree that our field is too nuanced to rely entirely upon AI for our roles. Having been through physical therapy, I can’t imagine a robot demonstrating exercises, correcting my form, or calibrating my treatment when necessary. I just don’t think I’d trust a robot to do what a human should. That said, I’m sure technology will progress and provide more options for us, but I can’t see it making us all obsolete.
Besides, they once said computers would mean the end of paper.
I’ve seen technology and AI impact the financial planning business for sure. Robo advisors, powered by algorithms, are commoditizing investment management. Many advisors feel threatened by this. I don’t. They have forced my industry to reexamine the way we charge for our services. It also causes us to examine the value added things we can offer outside of investment management.
I’m a big believer in choice. New technology gives people more choices in how products and services get delivered. One can argue that there are too may choices. Maybe that’s part of your series on AI and technology.
I like your attitude Fred. You see it as a good disruption that forces self-reflection of the industry. I think that’ll be true in many cases.
I write code for a living. But I’m not too concerned about robots taking over (yet). I think it might happen to some degree, but there is just something about how humans think that cannot be easily replicated by straight logic. Even a lot of the decisions I make as a programmer are not just straight logical problems.
If it does happen, I think we are a long ways off for it to have a huge impact on our jobs. This is a great read!
Some code-writing will be taken over, but who will write the AI code that will do that? 🙂 Until we have AI code that’s writing code that writes AI code, we’ll still need human coders. Most industry experts think we’re a long, long way from that reality.
In my field (video production/editing) there have been many things that have been already robotized and/or (oddly enough) being done by average every day people (you tube videos). The mid-level video producer/editor is totally being squeezed out. It’s just a fact that I have to deal with. If I had a dime for every time I got tagged in a FB post for someone looking for a VERY affordable video editor, I’d be richer off that than actually doing the job. Unless you try to morph to a new type of video “thing” like developing an app or you are SUPER specialized (like aerial footage?) then it’s time to start exploring other career paths and keeping video as a glorified hobby. 🙁
Video does look tough these days. I love all the awesome outdoor sports videos that drones help with, but I see your point. I still think it take a human touch to really make many videos stand out, but I guess it depends on the genre of video.
i got hired to supervise a shift in a brass mill about 16 years ago. part of the training was observing every area of the plant, including where they cast the molten metals into a cake that gets processed and bashed eventually into a 3000 lb. roll. the company was very proud of automating where the original 3000 lb. metal first turned into a long square block (picture a 60ft x 24″ x 24″ log). well, it turns out that process was more subtle and the experienced operator who had been eliminated could use his experience to control this. the automated version had this 1000 degree hunk of metals literally going off the rails. it wasn’t like you just go out there and clean up something like that like changing a tire or taking care of some spilled paint. what a mess.
maybe there is hope for us half-bright folks to find some side work in retirement. we have a knack for being able to figure out how the machines need to do the job and charge a lot of money for it. i really want to know who the public company winners will be in this space (nvda).
Good example to show how complex this issue is. Some jobs might totally be eliminated, but it won’t be overnight. Those people will have an adjustment time. Skilled humanoids are still needed and will be needed to keep the machines in line.
Heck, my brother still works at a local independent printing shop akin to the old chain Kinkos. Yes, there’s still a demand for big printed binders of official documents, usually in court cases. But I keep telling him the industry has been dying now for 15 years, and is on life support. He’s been trying to update his skills, but he’s stubborn. Either way, it’s a great example of the fact that this issue isn’t black/white like Suze Orman shouted – “you’re all gonna lose your jobs!”. It’s like, settle down Bevis, it’s a bit more complex than that…..
settle down bevis, indeed.
I read a book in the early 1990’s called “Unlimited Wealth” by Paul Zane Pilzer. An economist, he started wondering if the actual definition of his own field was possible wrong — the study of the distribution of “finite” resources. He observed that technology changes the “amount” of a resource, for instance how much crude oil there is and when we’ll run out. The pace of inventions and new technology is faster and faster, more logarithmic than linear. The internet was in it’s infancy at the time, and he felt that sharing of ideas across the globe would make the new technology explode.
The part of this that calmed my nerves and influences my investing and optimism is that he believed that there would be more and more jobs as a result. Just not the same jobs and that people were going to constantly need to retrain. In the past, the valuable employee was the expert, and in the future, it is the person who GAINS expertise quickest.
I always think back to that book and marvel at the general patterns and predictions of our jobs, education, internet sharing, and technology that he described in a big picture. It really makes sense why home ownership isn’t a great idea for younger people, who have to be more ready and willing to move as jobs change. But the general sense of the book left me with optimism even when we see large company layoffs, complete areas taken over by automation and so on. And like you say, we’re busier than ever!
What a great comment as always Susan! Yes, there’s a term for Mr. Pilzer and it was introduced to me by a college professor way back last century – “cornucopian”. It’s basically a technologist who believes technology can get us out of all the problems it creates for continued progression. It stuck with me. Turns out you do learn something in college…
And a similar book to the one you’re discussing is “The Bottomless Well: The Twilight of Fuel, The Virtue of Waste, and Why We Will Never Run Out of Energy. Read it, it’s controversial but bottom line is many of their facts and data cannot be refuted. I found it fascinating.
Hint, I lean toward the cornucopian side, but like most things in life I keep it measured….
Its truly hard, if not impossible to predict the future. The whole internet economy ,including my coding job, did not exist when I started engineering school in the 90s. That is a good thing, but as you said many jobs I recall are gone.
Here is another thought. People used to work more for less rewards. Life was harder in the pre industrial era. In the industrial area, we work less thanks to industrial automation, pre robotics, and life got better. Not initially, for sure, but it did happen. Things continue to get better. Now I know this is not everyone, but the general trend is there. So, my prediction is that this trend will continue. People will have better lives with less work while being more productive.
Yep, just look at Steven Pinker’s research. Things have gotten better in virtually every aspect of life and virtually everywhere in the world. You wouldn’t know it though if you glance at social media and see the outrage olympics gone wild.
I like your attitude, optimism will get you everywhere!
Honestly my whole career is built around changing the way people do things either with tech or without it as part of business operations. As such I’m highly exposed in this area. That being said it also makes me wonder if in the long term people like me will be even more in demand. After all someone needs to decide where to place the robots versus the humans and how they interact.
I think you’ll be more in demand for sure, but we’ll see. And very cool job you have, I look forward to your thoughts as I do further posts on this 🙂
I think you are completely on track with where you are headed and what thoughts you have on the subject. I think the most important thing we can do is fight to take back our personal time and that work life balance. So much work in the past was done to create time for the individual and protect them from exploitation. Just like you said business will just try to backfill more work into that new found time, we must resist that and try to limit the further technology creep that makes work almost 24/7 for some.
Amen to that.
I’m with you Dave — I don’t think robots destroy jobs. They create new kinds of jobs. Certainly, just like the ATM a few bank tellers might have to get a new job, but “net” the ATM was big positive for the world.
Now, you’ve got companies that make the physical ATMs, software engineers that write and update the software on the ATM, and people who service the ATMs (filling it with cash, fixing broken ATMs, etc).
I think most automation will end up working like this. Robots lend themselves to certain tasks that require speed and precision, but there’s one task they haven’t been able to master: creativity.
That job (so far) remains in the domain of humans.
“The domain of humans” Well said Tako!
Have you read “Bullshit jobs” by David Graeber? Basically, he said as people became more productive, we created a bunch more meaningless work to fill the hours. That’s partly why lots of people are dissatisfied at work. They’re not doing real meaningful work.
I think as AI improves, this trend will hold. People will create a bunch more BS jobs/work and employees will still spend 40-50 hours/week at the office.
I’m not optimistic about the AI economy. I think it’d be better to target humanity rather than AI. I mean create something for human consumption – entertainment, blogs, video, etc… Tech workers are already treated almost like slaves. Those jobs will only go downhill from here.
https://accidentalfire.com/2018/06/29/job-total-bs/
Yep!