Artificial Intelligence Will Change Jobs—For the Better
Rather than being replaced by A.I., humans should plan to work with it.

The ramifications of advances in artificial intelligence (A.I.) are being felt further afield than anyone expected. A.I. perhaps entered the public consciousness in the 1990s thanks to chess competitions, but it's now infiltrating art competitions and, soon, the written word. Some commercial offerings can provide paragraphs of text based on brief prompts, keywords, and tone parameters. Users of Google's email service have, of course, been microdosing on A.I. since 2018, when Gmail rolled out Smart Compose.
What these developments bring home is that people in the so-called "creative class" are now facing the first-person reckoning that automation has long presented to blue-collar workers: Technology is going to radically change the way we work.
As an analyst at a think tank, my job consists of processing policy trends, formulating new ideas to tackle economic and social problems, and advancing them through the written word. If programs like Midjourney, DALL-E, and Voyager can already captivate human audiences, I haven't the slightest doubt that my modest ability to metabolize the policy landscape, reason my way to novel solutions, and manipulate language in provocative, engaging ways will soon be matched—and then surpassed—by A.I. programs designed for the task.
While I am under no illusion that my work merits any blue ribbons, putting thoughts into words that persuade or stir emotion entails a certain artistry. It's an engrossing and gratifying process, one from which I derive identity. When I contemplate that a computer could soon do it better, I, like the Lancashire handloom weavers of the early 19th century, feel more than a bit threatened.
Garry Kasparov dealt with this conundrum two decades ago and has had a head start in managing the prospect of obsolescence. Kasparov, an all-time great chess player, had the distinction of holding the world title just at the same moment that computer chess programs ramped up their prowess. In 1996, Kasparov beat what was then the strongest chess engine ever created, IBM's Deep Blue. But as he recounts in his memoir, Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins, he knew then that his reign would soon end. Indeed, in a 1997 rematch for which Kasparov was handsomely compensated, an updated Deep Blue brought the age of A.I. to global attention, dealing the champion a stunning defeat in the match's decisive sixth game.
In Deep Thinking, published in 2017, Kasparov explains how his perspective on A.I. has evolved and why. Despite the anguish the 1997 loss caused him, he views A.I. as one of the greatest opportunities for humanity to advance its well-being. The reason is that Kasparov has observed in the intervening years that the highest level of performance, on the chessboard and elsewhere, is reached when humans work with smart machines.
After Deep Blue's programmers established that it could see deeper into the game than the human mind, Kasparov and a group of partners came up with a new concept: What if instead of human vs. machine, people played against one another but with the assistance of chess software?
They called the new style of play "advanced chess," and the outcomes surprised Kasparov. It wasn't the player with the best chess software that necessarily won, nor was it the best human player. Rather, the top performers were the players who were able to use the machines most effectively, those who were able to get the most out of the chess engines and their own creative abilities.
Operating on the premise of Moravec's Paradox, i.e., where machines are strong is where humans are weak and vice versa, what Kasparov took away from the advanced chess experiment is that a clever working process beats both superior human talent and superior technological horsepower.
The same insight can be leveraged by artists, composers, writers, designers, and the like. Rather than viewing A.I. as the end of our livelihoods, we ought to see the opportunities it presents for better work.
For the creative class, the answer to the A.I. challenge is to make the most of the programs available to us. Is artistry lost because of A.I., or is it unlocked, as we are freed from some of the more formulaic structuring processes that drain energy? By delegating these aspects of creation to A.I., I anticipate having more mental space available to generate the rhetorical flourishes and the witty bits of embroidery that make writing enjoyable.
Yes, people deploying A.I. in the writing world, art competitions, and elsewhere will likely face scorn. But while a level playing field is appropriate in defined competitions, in open-ended fields to accuse a rival of cheating would be no more meaningful than in that of the textile industry. For the intrepid writer, A.I. will create opportunities to produce better work at a faster clip, just as the power loom did for the weavers of Lancashire.
Rather than fear, and certainly rather than Luddite suppression, this ought to be a moment of optimism. A.I. is coming for our jobs. Its arrival, however, will not be a harbinger of obsolescence but a catalyst for greater achievement.
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did you also notice the Battlestar Galactica marathon on syfy today?
When war with the machines breaks out, I'm going straight for the copier in my office.
FWIW an attorney friend of mine is working on judicial AIs - the idea is that for many cases in a court of first instance, AIs could easily replace judges.
They did that on futureama.
So we bribe the judges with hookers and blow 🙂
It's not uncommon in (written) SF - Charles Harness amongst others
Thou shalt not make a machine in the likeness of a human mind. - Dune
Probably wise words to remember. But, of course, as Ian Malcolm said, Your scientists were so preoccupied with whether they could that they didn’t stop to think if they should.
You're implying that group composed entirely of female animals will... breed?
I’m saying that life uh…finds a way.
If "Thou shalt not make a machine in the likeness of a human mind", does that prohibit making babies? Begging the question, "Is a biological organism a machine?" Such as the bacteria we use to manufacture chemical related products.
Dune is just fiction. Let us learn from, and use AI, as the author suggests. It's going to happen, and it will mostly make our lives better. The major risk is the military making poorly programmed (in AI, that would be using a program that doesn't achieve sufficient statistical correlation towards its goal, e.g., the probability the individual identified is an enemy combatant is only correct say 90% of the time, while friendly combatants are identified correctly 85% of the time and you can use any number less than 100%, which means the robot will kill the wrong people sometimes and not kill the right people sometimes as well).
I'll add that I'm trained in implementing AI, understand the process, how it works, and its limitations. Just to point out an example, you may recall some of the AI Watson's answers (framed as a question) on Jeopardy, were quite ridiculous and obviously wrong, but the Watson program was still good enough to beat the all time Jeopardy champions.
Soon 30 million illegal aliens will be able to say, '...Alexa, print out a fool proof passport, drivers license, Social Security Number and Green Card and work papers, using this information...and then register me to vote.....'
Rather than being replaced by A.I., humans should plan to work with it.
Um, if you had a REAL AI on your hands, you do realize the AI gets a vote in that equation.
When I contemplate that a computer could soon do it better, I, like the Lancashire handloom weavers of the early 19th century, feel more than a bit threatened.
Thank you for being honest. And this rather puts me in mind of the immigration debate.
As one sharp observer once noted, if a mass influx of immigrants were competing with-- and driving down the wages for-- newscasters, think tank positions, television producers and newspaper journalists, you'd have a very different perspective on unchecked immigration.
Immigrants driving down wages... That's like saying we need to tax imports because dirty foreigners work for less and as a result are able to sell stuff for less.
In both cases consumers benefit. You have concentrated losses and dispersed benefits. The concentrated losses are seen while the dispersed benefits are not.
Regardless your argument is nothing but an ad hominem, saying they are wrong not because their argument is wrong, but because they might think differently if they were facing the concentrated losses.
Not that anyone cares. Ad hominems are considered to be logical and persuasive arguments in these here comments.
Immigrants driving down wages… That’s like saying we need to tax imports because dirty foreigners work for less and as a result are able to sell stuff for less.
Only in Reason-world does the increase of labor supply not drive down the price of it.
That's like saying if I flood the market with cheap, foreign electronics, their price goes up.
All you say is that YOU are a consumer and not a foreigner or immigrant. Most anybody who thinks about human rights are will not accept any 'concentrated losses" for the sake of dispersed benefits.in real life you will certainly be victim of that concentration at some time and you won't be so cold-hearted.
I have to disagree, but not entirely.
It's true more immigrants of working age can drive down wages for the fields in which they work. But it's also true, that more people in a country generates more demand for everything we produce; thus, we have to produce more, and more workers will be needed for that.
Speaking as a citizen, the other benefit of lots of immigration (and I'm assuming immigrants aren't criminals and support themselves which the law requires but only Trump sought to enforce that law) is that it increases the size of the economy, which we need to significantly increase (as the size of the economy goes up, so do tax revenues) if the government is going to keep its promises to its citizens regarding Social Security and Medicare which make up the bulk of the spending, and its promises to pay back Treasury bond holders. As it stands now, especially with interest rates rising , interest on the debt increasing substantially, and Congress' profligate spending, the dollar will become relatively worthless.
The problem is that your assumption in your final paragraph isnt true about illegal Biden immigrates. The legal ones are fine, but we aren't doing anything about the flood of people who come here and disappear. They then spend their lives hiding and taking low wage jobs. Companies will hire them cheap becasue the employee isn't going to report them. When we catch companies doing this we slap their wrists so they just keep doing it.
To have a large amount of immigration ,we need to limit the available govt programs and we simply can't seem to do that.
Its arrival, however, will not be a harbinger of obsolescence
I'm not sure if the first part of this is true. The steam engine was the harbinger of obsolescence for the people who used to do those jobs by hand. Again, wealth and prosperity increased overall for humanity, and those jobs were eventually absorbed and created elsewhere in other industries as time rolled on. But in that moment, when a thousand factory workers were reduced to 100, the 900 that were laid off were none to happy about it.
None of this suggests we should stop AI, limit its development or pass some kind of law attempting to mitigate the effects, but I think it's realistic to say that certain people in certain endeavors should knuckle up.
The good news is, we don't have anything resembling an AI in the way most people think of one, so we're (for the most part) still talking about pure productivity machines that take the drudgery out of a task and automate it at greater speed.
But when the day comes I can replace my mayor and city council with an AI that does a more efficient job, then you've got my attention.
and my vote!... city councils are stocked with the local busybodies and authoritarians who are the scourge of existence.
"But when the day comes I can replace my mayor and city council with an AI that does a more efficient job, then you’ve got my attention."
Listen to Dr. Susan Calvin over here.
Replacing government with AI. Problem here is that AI will move to the best solution, which is not always the popular solution. What if your city AI Controller decided that mass transit is the most efficient means for people to get around and started eliminating roads. The AI Controller decides a public health care is more efficient than private health care. The AI doesn't care that you like your doctor, it decides its own pick for your doctor is better.
Replacing government with AI. Problem here is that AI will move to the best solution, which is not always the popular solution.
Then we vote the AI out and replace it with a new one.
What if your city AI Controller decided that mass transit is the most efficient means for people to get around and started eliminating roads.
Hmm, you make an interesting point. What if the AI did the EXACT same thing as my mayor and city council are doing now...
I'll admit, I don't have a ready answer for that.
Open the pod bay doors, HAL.
If the AI is that smart, it will account for people's reactions when it's setting policy.
The Dems already want to do all that.
"AI will move to the best solution"
That's the basis of the problem of using AI to replace a government body. Everyone has a different idea of what the best solution is for every problem, and everyone has a different idea of what problems government ought to address. Without a definition of good and bad government actions (this is a problem because people disagree about it) and sufficient examples (at least we've got plenty of government actions to use as inputs to the AI learning program) you can't train an AI program.
"Its arrival, however, will not be a harbinger of obsolescence, but a catalyst for greater achievement. "
No doubt jobs will change, just as hand loomers either learned to use automated looms or find another job. Note that change yielded “greater achievement” in woven goods production and reduced their costs. But consider another job AI has changed; electrical line corrosion inspection.
It used to be very time consuming, difficult and dangerous for a linesman to inspect electrical lines for corrosion. Now we use drones, and rather than watching the drone footage we have AI doing the job of identifying any corrosion. The AI program was taught by showing it millions of photos (some with and some without corrosion) and successfully getting the program to identify the ones with corrosion (i.e., it achieved correlation in statistical and AI terminology). Then a human looks at it and gets a linesman to fix it.
" The AI program was taught by showing it millions of photos (some with and some without corrosion) and successfully getting the program to identify the ones with corrosion (i.e., it achieved correlation in statistical and AI terminology)."
I remember reading of pigeons being trained to diagnose cancer by looking at large numbers of xray photos, in a similar way. Is that AI too? Or is AI something only for computers?
Well, the cotton gin made slavery ironclad. As to making some better, that is a self-defeating argument.
Technological society leads to increasing numbers of people who cannot adapt to the inhuman rhythm of modern life with its emphasis on specialization. A class of people is growing up who are unexploitable because they are not worth employing even for the minimum wage. Technological progress makes whole categories of people useless without making it possible to support them with the wealth produced by the progress.
Jacques Ellul
The fact is that like entropy technology always moves in one direction forward. Kasparov has the right idea, and we have to start planning for the time that AI steps up into the picture. The biggest thing might be to think about work and what do people do when there is less for them to do. If you have ever watched Star Trek, you know people do what they want. They can choose to work but don't have to do so and could simply sit on a beach and play guitar all day. Of course, the stories all involve people doing work as no one want to watch a fat guy sitting on the beach for an hour each week. But see or not in Star Trek he is out there on the beach.
At first, everyone will be freed up to be creative types and influencers on social media. But then AI will become better at that too. Then what?
AI doesn't come up with new ideas.
But you've got a point. It seems so much of the entertainment these days are remakes. AI could do that. The creative types who come up with new and interesting plots will continue to be successful, because people enjoy variety. Ever since seeing "Blues Brothers" and hundreds of cop cars crashed, cop chase and crash scenes just got boring. The chase of OJ's Bronco was the most entertaining chase scene I've seen in 30 years.
technology always moves in one direction forward.
Didn't read past this obvious falsehood.
What technology ever got put back into the box? Technologies may be bypassed by new technology. The gun replaced the sword, the computer replaced the typewriter, the jet engine replaced the propeller, but no technology was ever just left unused.
You are mistaken to believe "no technology was ever just left unused." When government runs the economy, it often has made that decision. I easily found a 2014 article from Harvard Business Review titled "Why China Can’t Innovate" stating:
"Recently it [China] declared its intention to transform China into “an innovative society” by 2020 and a world leader in science and technology by 2050.
But against the government’s intentions and resources run some powerful currents. Communist Party representatives must be present in companies with more than 50 employees—a requirement that constrains competitive and entrepreneurial behavior. And many Chinese companies have found that the rewards for incremental improvements are so vast that there’s little incentive to pursue breakthroughs."
Government can make it so individuals don't benefit from making improvements in process/product, in which case they won't. It's only when people are free to benefit from their inventions that they work on inventing. Something that should be obvious to any libertarian. Heck, a factory worker in China with a good idea is likely to be reprimanded not to tell management to engage in changes that require the management invest some money and do some work, that or the CCP management will take credit for it, and the value as well.
"Communist Party representatives must be present in companies with more than 50 employees—a requirement that constrains competitive and entrepreneurial behavior."
Chinese communist party members are competitive and entrepreneurial. They are also ambitious and willing to bend the rules and copy models of success.
You are looking at a country level and I am suggesting a civilization level view. Imperial China and Renaissance Europe both had clocks; in China the clock was sequestered in the Imperial Palace for the use of the emperor and his staff; while in Europe the clock was put on a tower in the public square for the use by all.
People hate spending all their life on a beach. If you know the book "Leisure: The Basis of Culture" by Pieper you see that it takes a LOT of work to be able to handle time on your hands. The ancients said two things show what a man is really like interiorly: lots of money or lots of time
Technological society leads to increasing numbers of people who cannot adapt to the inhuman rhythm of modern life with its emphasis on specialization. A class of people is growing up who are unexploitable because they are not worth employing even for the minimum wage. Technological progress makes whole categories of people useless without making it possible to support them with the wealth produced by the progress.
Jacques Ellul
Kasparov is an asshole.
That may be true in his personal life, but I've seen no evidence for it. Further, Kasparov has engaged in the promotion of Democracy and against Putin fleeing Russia as a result. He even attempted to run for office, but blamed official obstruction from keeping him from getting on the ballot.
If he's an a******, I don't care because he promotes liberty, and besides I don't believe he is. I'd suggest you look in the mirror for envy, and instead look to celebrate Kasparov's achievements. There are so few people that are the top person at their job, because there are so few types of jobs compared to the population. And remember, you don't need to be the top person to be a great contributor and producer. Further, if you're going to insult someone in a post, provide an example of their actions that support your insult; otherwise, the word "troll" applies.
"but I’ve seen no evidence for it."
Read 'End Game' about Kasparov's tournament with Nigel Short. A pretty unpleasant character. Perhaps true for most GMs, look at the current controversy between Magnus and Hans.
Great rejoicing went up among them when AI replaced the entirety of Middle Management.
The joke will be on all the software engineers who told everyone "learn to code" to get ahead in life. One of the easiest things for an advanced AI to do would be to write code.
I suspect that most of the software engineers hired at the big social media/search engine companies are hired for busy work programs that make little difference to the companies' normal revenues. The companies are loaded with cash and hire freely so they can find out who the truly talented coders are, and funnel those people into working on AI projects, and keep them away from competitors.
Because whichever company cracks general purpose AI first will make a fortune that makes all previous fortunes look modest.
As someone educated in creating AI, there is no such thing as “general purpose AI” yet, unless you subscribe to the Ancient Alien theory that humans were created by more advanced aliens, and we’re the general purpose AI they created on Earth to help them.
Further, some would call Siri AI since it operates just like the Star Trek computer, via voice commands. In fact Apple is and has used AI to make Siri better. Is that general purpose AI? All it will do is operate your phone or any connected devices, and look up web pages for you to read, so no.
Engineers need to build an AI program, and they do it using lots of data fed into it, to achieve correlation with some objective. General purpose AI would require you specify an objective, then a computer would automatically do all the work engineers are doing today in AI. They have to obtain all the necessarily huge amounts of data to develop an AI model, and attempt to create a kind of statistical network so the AI program can correlate existing inputs with the desired objective output. It also takes a lot of time (days, weeks) for the AI learning model to run, and to generate the AI program (e.g., Tesla’s auto driving program) to take existing environmental inputs so it generates the outputs to achieve the goal (in Tesla’s case, inputs from auto sensors to generate steering and braking to safely, hopefully, get where you’re going). What an AI model doesn't provide, is deciding what inputs are necessary to monitor to get the desired outputs, and if additional data is needed. It also doesn't provide the goal.
Thankfully, what is being called 'AI' these days is not at all what most people think of as Artificial Intelligence. It was rebranded and nobody noticed.
I think it's probably the height of idiocy to trust all human knowledge into electronic media just awaiting the next big solar flare, but oh well. Maybe books will survive and feral children of tomorrow can figure it out.
Paper media is hardly less susceptible to lose. Think of the library at Alexanderia, Egypt. Or more recently a library in Fort Meyers or other community in Florida.
From the early 70's , with Hubert Dreyfus, until now it has been getting worse and worse for the AI crowd. The immateriality of the mind, the mind's ability to treat itself as an object, and the embeddedness of all human thought militate against AI. So why does it continue in headlines? Because we know less and less science as the years progress. " When you look at the closest economic competitors to the U.S., our scores are in last place in mathematics and in the middle of the pack in science. Math scores have not improved for more than a decade, and they're not good when you compare them to other countries."
Well, maybe Computer Science is an exception...No, I worked for years in the field and most AI fans I knew conceived of humans as 'wet computers' -- if you are mulish about who you are you are truly not fully human
As soon as it's perfected Reason will be writing articles how important it is to keep open borders to let in millions of AI's - Artificial Illegals, into the Country.
If I get to design the AI, then I'd love for it to happen.
I agree with Geiger regarding AI resolving cases "of first instance" based on precedents which obviously apply to different instances or circumstances than has been litigated before. What I do see is AI being able to pull out the relevant/related precedents for a new first instance of some situation, beyond word searches and looking for related legal situations.
You can't program the morality of fairness into a program, because it means different things to different people.
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