Showing posts with label Surviving AI. Show all posts
Showing posts with label Surviving AI. Show all posts

Friday, July 7, 2023

What Kinds of Jobs Will Be Lost Due to AI?

"Fight or Flight" -- AI generated
One of the biggest concerns we keep hearing about AI pertains to the impact it will have on the labor force. I first began thinking seriously about this in 2016 after reading Calum Chace's Surviving AI. Chace called Artificial Intelligence (AI) the world's most powerful technology, predicting that it will rapidly transform the world of work, and that many jobs will be at risk of being lost to automation. 

According to a 2019 report by the McKinsey Global Institute, up to 800 million jobs could be lost to automation by 2030. The thing that is striking about this is that seven years have passed (since 2016) and little has been actually done other than the periodic story in the media. (If I'm wrong, please let me know in an email or the comments.)

The jobs most at risk of automation are those that are repetitive, predictable, and easily codified. This includes jobs in manufacturing, transportation, customer service, and data entry. For example, self-driving vehicles could replace truck drivers, while AI-powered chatbots could replace customer service representatives.


Not all jobs, however, are equally at risk. Jobs that require creativity, problem-solving, and social interaction are less likely to be automated. This includes jobs in healthcare, education, and the arts. For example, AI can be used to help doctors diagnose diseases, but it is unlikely to replace doctors entirely.


The impact of AI on employment will vary from country to country. Countries with a strong manufacturing sector are likely to be more affected than countries with a strong service sector. Countries with a well-developed social safety net will be better able to cope with the job losses caused by automation.


So what can we do?


Theoretically there are a number of things that can be done to mitigate the negative impact of AI on employment. Governments can invest in education and training to help workers develop the skills they need for the jobs of the future. Businesses can adopt AI in a way that creates new jobs and opportunities. And workers can be proactive about upskilling and reskilling to stay ahead of the curve.


Writers like Chace, on the other hand, say that no amount of retraining will be sufficient to address the layoffs that are coming. The need is for government leaders to get serious about societal safety nets. This is the argument for Universal Basic Income (UBI).


The optimist's view is that although AI will present challenges, but it is also an opportunity. By taking steps to prepare for the future of work, we can ensure that everyone benefits from the technological revolution.


Forty years ago, when I was a painting contractor in the Twin Cities, I read an article that presented a glowing picture of a future where everyone has a personal robot to take care of their mundane needs. As I was reading this article I looked out the window and saw a man dumpster diving. I thought to myself, "That man will not have a personal robot."


Automation eliminated massive numbers of factory jobs. AI will be coming after white color jobs. As AI continues to develop, it's likely that even more jobs will be automated. But AI is also creating new jobs and it's possible to adapt to the changing job market, if we're aware and thinking about it. 


What do you think about these things?

Sunday, June 19, 2016

A Visit with Futurist Calum Chace on his new book The Economic Singularity

This past year a friend has been  prodding me to learn more about Artificial Intelligence (AI) and as a result I've been reading a number of good books on this subject. One of the best that I found recently was Surviving AI by futurist and AI commentator Calum Chace.

In writing about the book last week I learned that he has a website/blog called Pandora's Brain. Every article is insightful and thought provoking. Check out Chace's AI-related New Year's forecasts. Spot on in many of these already. (The name is taken from the title of his 2014 book titled Pandora's Brain, a techno-thriller using the concepts of current AI futurists.)

The title of the book is interesting because there are few of us unfamiliar with the story of Pandora. Yet how familiar are we really? We remember that Pandora opened the box that permitted all manner of evils to enter the world, but do you know where she came from in the first place? I'd venture that very few of us are intimately acquainted with the details of that story, or how it relates to AI.

Chace's new book, The Economic Singularity,  focuses specifically on economic impact of AI. In the first half of the book he synthesizes all the various points of view on how AI will play out, citing all the leading experts in this field who are thinking about these things. Computer advances are happening so fast it would make grandpa's head spin. And change will only get faster. What differences will it make? Is AI a friend who will make life easier? Or a foe to be feared?

The book will be available for purchase within about a month.

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EN: In your new book you spent several pages on "the Luddite Fallacy." Can you sum that up very briefly here. It was insightful.

Calum Chace: The Luddites is a name given to people who smashed machines in England in the early nineteenth century because they believed the machines were rendering them unemployed. Their name came from a man called Nedd Ludd, who might not actually have existed, and was supposed to have broken a machine by accident.

The English government reacted viciously, rounding up suspects more-or-less at random, and executing some, sending others to the penal colonies in Australia.

Economists are also rather vicious to the Luddites, pointing out that automation has not so far led to widespread unemployment, but has instead produced economic growth, and hence more jobs. They dismiss fears of automation-led unemployment as the “Luddite Fallacy”.

In fact there was a period in the first half of the nineteenth century when economic returns to labour fell behind the returns to capital, probably because of automation, which means that unemployment probably did rise somewhat. This is known as the Engels Pause, but it ceased around the same time as it was noticed by Friedrich Engels, Karl Marx’s collaborator on the Communist Manifesto.

The big question is whether the new round of automation, where machines take over cognitive jobs, will cause lasting human unemployment. I happen to think that it will, and that if we are smart it can be a very good thing.

EN: The Economic Singularity addresses the impact A.I. will have on society and states it will be "the death of capitalism." In order to have a positive outcome in the transformation of our economic systems, won't we need a better political system as well? Will the U.S. lead in this or will such leadership come from somewhere else in the world?

CC: If we need a new economic system we are likely to need a new political system, too. Technology will also probably enable all sorts of new types of politics, including more direct forms of democracy than we have at the moment – although the UK’s current EU referendum suggests that on that front we should be careful what we wish for!

I do expect the US will have a leadership role, not least because it is the home to the six big tech firms that are leading the way in cutting-edge AI: Google, Facebook, Microsoft, IBM, Amazon, and Apple. China also has three: Baidu, Tencent and Alibaba. But the changes will probably sweep across the developed world very fast, and the developing world will catch up quickly, too.

EN: What are some books you would recommend for people to get up-to-speed on what is happening in A.I.?

CC: The leading textbook for AI as an academic discipline is probably still Artificial Intelligence, A Modern Approach by Stuart Russell and Peter Norvig, but what mainly interests me is not AI as a science, but its impact on society and on individual humans. Ray Kurzweil is controversial, but his book The Singularity is Near is definitely worth reading, and Nick Bostrom’s Superintelligence is a must-read. People tell me that Surviving AI by some bloke called Calum Chace is an easy way into the field.

EN: If someone has school-aged children, what would be your recommendations for preparing them for the future they will inherit?

CC: If you’re lucky, get rich. If you’re smart, get into Deep Learning. (That will also have the benefit of making you rich.) For the rest of us, get a broad education in both science and the humanities. If we make a successful transition through the two singularities (technological unemployment and then superintelligence), then you’re probably going to have a very long life with lots of possibilities, and you’ll enjoy it better if you have a well-stocked mind.

EN: What authors do you personally align with as far as envisioning the future?

CC: Science fiction doesn’t usually forecast the future. It rarely makes accurate forecasts, and in fact it rarely tries to. But it does a great job of envisioning possible futures, and that is very valuable. My two favourite science fiction authors are Greg Egan and Ian M Banks.

* * * *

The cover of The New Singularity is a companion piece to the earlier book Surviving AI, both book covers designed by Rachel Lawston. The concept is intriguing. The illustration shows a large robot studying with wonder a human who is standing in the palm of its hand. The implication is that the power is massive and humankind is dwarfed by it, yet looking up in awe of it.

The cover illustration for the new book echoes the first, except that the human is reclining in something akin to a lawn chair or deck chair. The power disparity remains the same, but the human is at rest within the new context.

For what it's worth Chace offers a free story to people who sign up for the Pandora's Brain eNewsletter. The story I received was titled Fermi, a sci-fi story that examines a new possibility about the nature of reality. It's a fun read.

I myself have long been interested in these kinds of stories about the nature of reality. A few of them have been assembled in a short collection call Unremembered Histories, which is available (like much of the world's goods) at Amazon.com.

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As we plan for the future, it is helpful to know where we are. Chace's books provide insights about where we are in terms of the technological features of the world we live in. They make accessible ideas that will be useful for understanding the future we are on the threshold of entering.

Meantime, life goes on all around you. Engage it.

Wednesday, June 15, 2016

Surviving AI by Calum Chace Is a Must Read for Those Who Plan to Be Here in the Future

"If you're not thinking about AI, you're not thinking." ~ Chris Meyer

I've been thinking quite a bit about AI lately. The more one learns about it, the more one begins to suspect that something major is emerging that many people have never given a second's thought about, but will impact them all.  Calum Chace's Surviving AI is an informative place to begin your reading if you want to bone up on this topic. The subtitle is "The Promise and Peril of Artificial Intelligence."

According to the book's description on Amazon.com:

Artificial intelligence is our most powerful technology, and in the coming decades it will change everything in our lives. If we get it right it will make humans almost godlike. If we get it wrong... well, extinction is not the worst possible outcome.

“Surviving AI” is a concise, easy-to-read guide to what's coming, taking you through technological unemployment (the economic singularity) and the possible creation of a superintelligence (the technological singularity).

Calum Chace begins with the statement, "Artificial intelligence (AI) is humanity's most powerful technology." The future of intelligent computers is going to blow people away and Chace wants people to be ready for it. And it doesn't have to be a bad thing. It could even be the route to a utopian, rather than dystopian, future.

The book is getting primarily very positive reviews at Amacon.com. Here are a few comments that quickly give a sense of its content.

The author opens our eyes towards the now near AI future. He puts complex subjects in an easy to understand way. AI is so near, yet the lay person is not even aware of what AI means. He explores the many possible ways in which AI will interact with human beings and gives many examples of them cleverly put in novel form. After reading Chace's book, you will feel like the machines could and will read your mind. The reader will have a much clearer understanding of what AI is after reading Chace's books. Besides the technical AI stuff, the novel has a fast pace that makes it a fascinating piece of reading. For the good or for the bad.... the reader definitely will have a better stand to understand humanity's future.

And...

I have read several books on the promise and peril of AI. I consider this to be the most lucid and balanced of those I have seen. Importantly, it provides concise summaries of other significant thinkers in this area.

And...

This is a well-researched, balanced and accessible take on the field of Artificial Intelligence - relevant to anyone whose life is touched by technology... and the implications, possibilities and risks of the changes that are already upon us. Recommended.

I've not completed the book, but I'm rolling through it because the subject seems to be cropping up quite a bit these days. Maybe it's been around for longer than I've noticed, but once you notice you begin to become aware of the extent of the problem or rather why it is of such concern to those in the know.

We already live in an era of unprecedented cybercrime, but wait until we have supercomputers smarter than the smartest humans doing all the dirty work? In WW2 we were in a race against time in our efforts to build the superbomb that would bring our enemies to their knees, because we knew that Adolph Hitler was pursuing the same and it would only be a matter of time. (My story Two Acts That Changed The World addressed this wartime weapons race.)

But the real cloud that hangs over many peoples' notions of the future is the idea of AI tools being wielded by the wrong hands. Here are some thoughts from Shelley Palmer's "Should You Fear AI?"

That said, something very new is on the horizon: man/machine partnerships pairing hackers with purpose-built AI systems. This is the type of AI training set that will empower an escalation of the cyberwarfare arms race unlike any we have seen before.

Imagine computer viruses that “think.” Would they still qualify metaphorically as viruses? Imagine a strategist that could think at the speed of Google’s AlphaGo trained to rob banks or attack medical records or whatever other computer-centric infrastructure you can think of. It won’t be a diabolical machine hell-bent on destroying the world; it will be a group of hackers partnering with powerful purpose-built computers and AI training sets attacking in ways we cannot hope to fully pre-imagine. Will we use AI to fight AI? How will that work exactly? Will this be a symmetrical war? How would you know you were under attack?

We like to believe the good guys will always win, but what if...?

Then again, there really is an alternative future possibility. What if by means of intelligent supercomputers all the world's problems were resolved, from food shortages and clean water, global warming concerns, clean energy, sickness and disease eliminated, and -- while we're getting utopian here -- everyone's needs were met and we all got along?

Utopian? Yes. It's O.K. to dream a little, yes?

Here's the place to find a copy for yourself at Amazon.com.

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In 2013 I co-produced a story about a Steampunk-era automaton that was sent out into the universe to find a suitable new home planet for humankind. The art project story, Intergalactica, is available as a free download from iTunes. The notion of creating living intelligent beings is an old one, from the Greeks' Pandora to Shelley's Frankenstein, to the mythological Golem. Each story has its purpose and place. Sci-fi has served the purpose of getting our minds to wrap around the possibilities, potentialities, promises and perils of technology. Surviving AI is an excellent starting point if you are new to this discussion.

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Meantime, life goes on all around you. Think about it.

Images on this page from the illustrated story Intergalactica.

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