Kai-Fu Lee was born in Taiwan but grew up in Tennessee, which is nothing — nothing — like Taiwan or China. His PhD is from Carnegie-Mellon and for the first half of his career Lee was “that voice recognition guy” first at Apple, then Microsoft, then Google. Lee took Google to China the first time (a new Google China effort is starting just now). Today Lee is an Artificial Intelligence expert who runs a $1 billion venture fund with offices in Taipei and Beijing and, according to Anina (the pretty girl in the picture with me who has lived in Beijing for most of the last decade) he’s “an absolute technology rock star — everyone in China knows Kai-Fu Lee.”
Lee is also a prolific author and in his latest book, coming out in September, he wants to explain to the world how Artificial Intelligence will be dominated by Silicon Valley (mainly Google) and China, with China having somewhat of an edge, how half of all jobs in the world are going to disappear because of AI, but how that only sounds like a bad thing.
Well maybe it is a bad thing but there’s no way around it and things could all turn out better in the end.
Maybe.
One important point here is an idea I don’t really state very well below, that AI is going to take away a lot of jobs and throw society into a crisis of how to deal with that. Kai-Fu says the USA is approaching this crisis through what he calls the “Three R’s” — Reduce (number of workers), Retrain (workers to prepare them for new careers) and Redistribute (income, through giving everyone a Universal Basic Income – money for nothing). The Three R’s won’t cut it according to Kai-Fu Lee who, sadly, doesn’t give a fully-explained alternative strategy, though he is optimistic.
AI Super-Powers: China, Silicon Valley, and the New World Order isn’t out yet, though you can pre-order it on Amazon. I have read the book and followed up with a pretty extensive e-mail exchange with the author, who is allowing me to publish that exchange below. Reading this post is in no way comparable to reading the book, which has way more information than we discuss here. I found the book interesting and worth the read. I think it is an important first strike at a positive way to see the jarring changes that are coming with AI. The book isn’t perfect and I’m not sure it’s even entirely correct. But it certainly made me think.
Here is our exchange:
BOB: I’m sorry this has taken so long. I’ve just been so busy which is, of course, the best way to handle the impending challenge of Artificial Intelligence. If you are busy enough, AI doesn’t matter.
I want to give you a broad spectrum of my thoughts along with a few questions. I found your book very interesting but couldn’t decide whether it was too alarmist or not alarmist enough. Clearly AI will change everything, but then doesn’t something come along every couple of generations to change everything? How are the industrial revolution, the rise and fall of slavery, the era of the railroads, the car, WW1, the great depression, WW2, the Marshall Plan, the Internet Highway System, color TV, the Internet, Vietnam, and cellphones each in their own way any different from Artificial Intelligence? They aren’t. There are always going to be shocking changes and we’ll always — somehow — adapt. This is not to say that we’ll always thrive. I don’t feel we are thriving now, do you?
KAI-FU: I think AI is different from the earlier revolutions you mentioned because it is a black box for creating value, improving efficiency, and doing better than what we do in a broad sense. Also it is faster because it doesn’t require building up an electrical grid, or Internet connectivity, or cell towers — it just runs on the cloud. It’s as though Internet created the infrastructure and data for it, cloud computing and GPUs created the backend for it, and it’s much more plug-and-play than any previous revolution.
There are those who see even grander aspirations, but I’m just staying within the already proven technologies plus their natural extensions, the inevitable platformization, and the domain-specific tunings.
BOB: Yet in my experience Artificial Intelligence has taken as much — if not more — time to come to market. Ignoring the AI frenzy of the 1980s, which I lived through, the current AI systems can only grow as fast as the cloud and the cloud seems to me to have grown darned slowly. I just finished six years of helping a cloud startup that was just sold and its success — while dramatic — took WAY longer than any of us expected. And isn’t it always so? Yes, there will come a time when AI advances may well create themselves, but how far away is that, another 10, 15, 20 years? Ray Kurzweil and I are in total disagreement about this and have been for years. So far I am right and Ray is wrong.
KAI-FU: I am definitely not in Ray’s camp. I have known him for 30 years. He is in the romantic and optimistic camp. I am in the pragmatic engineering camp.
Cloud scaling is one way — they’re all adding AI functions. But home-made AI is happening too. Did you see that farm boy who used TensorFlow to build a device to sort cucumbers?
With the cost of computing coming down, the ease of the kit getting better, and platform providers not charging for the little guys, there will be a gold rush to using AI.
BOB: One problem I had with the first half of your book was how proud you are of those brave Chinese entrepreneurs who succeed by breaking rules including patents and copyrights. They emerged in a controlled and isolated economy where they were allowed to copy at will and this is something of which to be proud? I don’t get it.
KAI-FU: I am not proud of the rule breakers. For that part, I played the role of a historian — telling it like it is. They broke rules, copied innovations, but then they grew up, and became business innovators themselves.
It is a wake-up call for Silicon Valley, which has rested in its laurels. History is behind us. Today, the Chinese companies have demonstrated a totally different way of creating companies — entrepreneurs would be well-advised to study them — the current practices/competition/approach are definitely worthy of many Harvard Business cases.
BOB: Alas, Harvard frequently gets it wrong. I wrote a book in 2014, The Decline & Fall of IBM, and found HBS falling over itself to praise IBM at exactly the points where the company was being most stupid. Watson? Let’s call a failure a failure.
And I find it difficult to see China as being any more of a development crucible than is Sand Hill Road, where startups have even less time to succeed and therefore more pressure to evolve. Explain to me how this is incorrect, because the numbers are published and are real. In comparison to other adolescent startup cultures, yes China is and will be successful and they are (finally) getting it, but Silicon Valley still has more of everything including investor impatience. So you are right to see the ultimate show-down as being China versus Silicon Valley, but China still has a long way to come.
KAI-FU: I will tell you that five years ago, if you put a Chinese and a Silicon Valley CEO (in a similar area) on a panel, and the Chinese CEO stutters and has a big accent. Now, most of the time, the Chinese CEO eats the SV CEO for lunch (due to the power of the argument, the magnitude of the success).
It’s kind of like you put Silicon Valley CEO with a London CEO. While the latter is perfectly smart, he/she lacks the scale and ambition to build something great.
The first skirmish will be Uber vs. Didi. We’ll see how that works out.
BOB: I spent 20 years running a consulting business in Japan and the USA. My partner was in Yokohama and I was in Palo Alto and our primary function was to help giant Japanese companies avoid embarrassment. Here’s what would happen. A revered engineer or manager would reach retirement age and typically he (always he) would be sent off with the gift of a special project for the company — something to keep him busy, keep him paid, yet often not of strategic value to the company. The example I like to use is time travel. “Sato-san and his team will be conquering time travel during the next five years.” Lunches would be consumed, trips to Italian, Franch and German labs would happen, but no real work would be done. Usually the project would be forgotten. Occasionally the failure would be noticed and an underling sacrificed. And very rarely my partner would be called-in just in case I could find in Silicon Valley some garage in which time travel had already been conquered. I was usually able to come through and occasionally the big company even came out of the experience looking brilliant.
In this era I mainly worked with Japanese companies but occasionally with Chinese and Korean. I met a Korean company called Daou Tech, which had an interesting function — keeping Korean companies honest. Daou was — and is — like Switzerland. Their value added was honesty. They were not the last honest Korean company, they were in my experience the only honest Korean company. Even Samsung couldn’t keep itself from stealing IP whenever possible — unless that IP was somehow run through Daou Tech, which had some iron grip I could never understand. So often in these kind of affairs, though, that grip probably came down to being a necessity: without Daou Tech, Samsung and the others would eventually have failed. It wasn’t in their nature to be honest; on some level they were too proud to be honest; but without honesty the larger system fails, so what to do? Daou Tech.
Same with China, I am sure. So you can be proud of their dynamism, but if those entrepreneurs are going to steal from me they will suffer for it, which doesn’t help anyone. So I don’t see it as something of which to be proud.
KAI-FU: Again, the copycat behavior was a thing of the past.
BOB: No it isn’t. The fact that something is illegal doesn’t mean it doesn’t happen.
I remember back in the era of the Clipper Chip, when the NSA wanted a backdoor into all new computers, I interviewed the director of the FBI. “Won’t this monitoring capability lead to agents reading the e-mail of their lovers?” I asked.
“Nope,” said the head of the FBI, “that would be illegal.”
In fact it turned out that the FBI, CIA, NSA and other such agencies have all been guilty of breaking the law exactly as I described. So are Chinese companies. And so are some American companies, but I’m pretty sure it’s a much bigger problem in China.
KAI-FU: Well Youtube started with all illegal videos, and Google Video insisted on legality. But Youtube got so much share, Google had to buy them.
So as you said, it happens in both countries. And as you said it is worse in China. But I’m saying it is improving dramatically. So I am awaiting this to sort itself out in a few years.
The China environment today clearly does not have the level of integrity found in the US, but it has gone a long way. Eight years ago I struggled at Google as everyone pirated music, and Baidu produced a MP3 search for pirated music. But today, every Chinese giant licenses music properly.
BOB: Not according to a friend of mine who is the financial manager for many iconic rock bands. One of his jobs is auditing royalties and there’s about a 40 percent revenue differential per track played in China compared to the U.S. — a differential that can be traced straight to piracy. It’s not a matter of lower pricing — 40 percent of Chinese plays generate no revenue at all.
KAI-FU: The government hasn’t cracked down on all the pirated music sites thoroughly, just the big ones. But if you look at the market share now, all the market leaders and market gainers pay. So the legalization is inevitable.
BOB: I think you miss a few points that could have been made about population transitions in an AI-type crisis. Des Morris, who wrote The Naked Ape back in the 1960s wrote a follow-up book called The Human Zoo in which he noted that zoo over-crowding of monkeys always seemed to lead to a rise in monkey colony homosexuality — natural birth control. I think we see the same thing today in the rise of the Millennials with their disdain for things like cars. As an American teenage male in the 1960s, having or getting a car was the single most important life passage. Not anymore. That’s an enormous change that lowers income requirements and makes it easier to function in an AI-inspired culture of economic limits.
There are ways to go about the three Rs that are less jarring. Adopt European vacation, retirement, and higher education policies. If college was suddenly free, who would turn it down? “Sorry, I insist on paying that $370K for a Stanford education.” Yet in Europe, tuition fees are disappearing.
KAI-FU: Interesting ideas. Very creative. Thanks! That’s the kind of creativity we need — that I brought up in Chapter 8. Left alone to figure out the right policy, U.S. or any other country will most likely mess up.
I think there is still the “work makes me what I am” issue that these do not solve. But then, maybe “work makes me what I am” is more Chinese, less American, and not at all European?
BOB: Don’t we all long to be European?
Remember stories of how all those Japanese guys were working themselves to death? If you’ve ever spent time inside a Japanese company they are incredibly inefficient and a lot of that extra time is just spent drinking with the boss (at the boss’s expense). Still, those salarymen had something to prove so they’d sleep at their desks and never take vacation. What to do? Increase the number of national holidays. In the USA we have nine days of national holidays each year. In Japan they have 23 days — days during which the buildings are closed and nobody is allowed to go to work. The difference between 23 and 9 happens to be about the average number of vacation days taken by American workers. So those Japanese folks who are working themselves to death are still taking just as many “vacation” days (or more) than their American counterparts.
KAI-FU: Yes these are like four-day work weeks. Should help, but the question remains: will you pay a routine worker 100% or 80% of the 80% workload? If we agree that compassionate/service jobs like elderly care need to become more attractive, yet they’re already underpaid, making it 80% only hurts.
BOB: My point is Japan responded successfully to a national work crisis based primarily on neuroses and nobody noticed. They didn’t notice because the solution allowed Japanese folks to proudly overwork without actually overworking. There have to be other ways to effect change in the workplace without causing major pain.
If we’re going to fault the USA (and I have no problem doing that), middle class wage stagnation since 1980 has hurt the ability of those workers to consume, hurting in turn the U.S. economy. If we looked at these measures (the Three Rs) as helping the economy, suddenly those fat-cat CEOs might see things differently.
KAI-FU: U.S. wealth gap is the single item all people can agree on — it has gotten a lot worse, and will get much worse with AI. With all this talk, all they can come up is UBI?
BOB: Couldn’t we do the same thing — just increase the number of holidays?
The ultimate economic argument that folks like Trump refuse to get is that the work force is also the consumer force. Export economies like Germany, China, and Japan see that less so, but China is right now going into a transition where its domestic consumption is going to be more and more important. Henry Ford raised his workers’ pay to $5 per day in 1908 and became the dominant car company as a result. He got it. Trump doesn’t.
I hope altruism does rise in the AI age, but I don’t see any way to MAKE that happen. Do you?
KAI-FU: I think we are on a path of the worst collision between nationalism, AI monopolies, lack of social responsibility, growing inequality, and joblessness.
But I think the future is going to depend on how we choose to face it, and our collective consciousness will determine our fate. So I feel I might play a small role to take a more positive outlook and hope it might spread to a small number of people.
BOB: We are definitely going into a period of enormous flux. I have three sons (16, 14, 12) and can’t imagine what any of them will do for a career. They have dreams and aspirations, of course, but the playing field is shifting so rapidly that it is hard to predict the future with any confidence. But what I CAN predict is that we won’t go into a dystopian future because my kids wouldn’t stand for that. There is a huge correction coming and the only thing my kids believe is that they will control that correction. Who am I to say they are wrong?
KAI-FU: My kids are both in the arts : )
My old friend Adam Dorrell’s company, CustomerGauge, is having an event on September 14th at the Computer History Museum in Mountain View, CA. I’ll be there as host, moderator and valet parking attendant. CustomerGauge is a Software-as-a-Service (SaaS) platform that measures and reports on customer feedback in real time.
Hey Bob. Great article! I’m just curious what is the word on the Mineserver? Any updates? I checked the Kickstarter and don’t see any update. My kids are asking if it’ll be ready for Christmas this year. Feel free to PM me if you’d prefer to keep it off the blog. Sorry to bother you.
We’ll have a Mineserver report here next week. Sorry it has taken so long but there are a lot of moving parts.
Thanks Bob, appreciate it. I’ll check back next week. 🙂
Just what is “the level of integrity found in the US” these days? It’s becoming clear recently that the level of integrity in US Business is much lower than we have been bought up to expect – the people at the top appear to be concerned with their own wealth and very little else. We have a government that promised to apply the efficiencies of the business world to the political system … only now we discover that business is even more corrupt than government.
As for the economics of this – someone somewhere has to create/make something to form a basis for the value of money … if robots/AI are the basis of this then whose making them for nothing?
Where’s the picture? “Anina (the pretty girl in the picture with me who has lived in Beijing for most of the last decade) “
@Ed FitzGerald: Anina is not part of the article specifically, but rather all the way at the top of this website. She’s the woman in the red hat (headscarf?) who appears at the top of every page on this site.
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@Bob: “We’ll have a Mineserver report here next week.” Forgive my snark, but I think most readers will agree that this means anywhere from 6 to 12 months in Bob-time.
It’s the header photo for the entire cringely.com website.
I am not losing my grip: there is no handle.
My worldview is that of an economist, and lately I have found myself unable to see the future in a big picture way. Your article is important not for what you know, but for your honest admission of what you do not know and cannot foresee. Who could of imagined weaponized social science, yet here we are.
No, wait, it is worse than you thought. If China really wants to get into your market, you loose.
https://semiengineering.com/micron-suffers-legal-setback-in-china/
https://www.seattletimes.com/business/inside-a-heist-of-micron-chip-designs-as-china-bids-for-tech-power/
The patents UMC used to get the injunction? They grabbed patents in China for technology patented in the USA. Not patents on trade secrets, just stuff that is known in the industry. So, now Micron is in violation of stuff only patented in China.
Yes, semiconductor in China is way behind. They have billions set aside to get into the market, and to stop depending on others for the key parts in items already manufactured there. It takes time, but they will get to parity.
Honesty and arguing for it won’t work. US companies have to actually out innovate, and expect others to protect the local copy cat. It is not fair, but no one told you this was fair.
Excellent article. Wonderful conversation. I completely agree with you having observed Millennial’s and my own 9 and 7 year-old girls. They will course correct.
But I think companies like Apple have a major responsibility to society in enabling their ability to foment that correction.
Politician’s will absolutely not do the right thing when push comes to shove. The current crop is a perfect example. They are too easily bought and sold in a system that favors the need to raise large amounts of money against and unbridled ability of the 1% and above to buy our system and their exclusive representation.
Apple, being the largest tech company, needs to develop an app that uses the same type of secure payment exchange to allow us to vote from our phones.
There are at least five different identifiers we can use to verify who we are on our phones. A universally agreed upon secure method of voting that is not in the hands of disparate local, city and state wide entitles who are prone to voter suppression tactics would allow Americans and eventually the world to get closer and closer to direct democracy.
So no one would have to travel to the polls. You could check registration from the app, or register from the app same day. You could early vote if you liked. And most importantly, you could take more and more of the responsibility for running society away from the few and give it to the many.
It would level the playing field in a multitude of ways because who is going to vote for war, or anything but a living wage, or less consumer protections, or lower taxes on the wealthy in order to make all of us more prosperous?
Humankind as a whole will do the right things because as they are given more power over their own destiny they will quickly see the needs of the many outweigh the needs of the few or the one.
@Juan Miguel – So anyone can vote, so long as they own an iPhone then? This makes absolutely no sense whatsoever. What about Android users? Non smartphone owners? How does this democratize the process when the majority of people at the mercy of government policies can’t afford ANY phone let alone an Apple product?
I sincerely hope that I’ve misunderstood your intent and that you’ll take the time to better explain it.
Great article yet disquieting as people building this tech are uneasy about this software as this code is open ended, with no guarantee that this technology can truly be controlled as it gains power and independence as all things tend to do when there is so much money to be made no matter what the cost may be, something Stephen Hawking was very concerned about as am I.
https://beyondrealtime.blogspot.com/2018/08/war-does-not-determine-who-is-right.html
I don’t think the dominance of China and Silicon Valley is a done deal either given just how open ended AI truly is, particularly when combined with the ubiquity of the web enabling developers of all stripes to leverage code in ways not even conceived of just 20 years ago.
Thanks for putting this piece up.
Best,
RM
“KAI-FU: My kids are both in the arts : )” – Now that is what I’d call Real Intelligence!
Henry Ford instituted the $ 5.00 day to cure a problem with turnover.
With workers experienced in building his cars,efficiency and output improved dramatically.
Higher output led to lower prices ,making it easier for everyone to buy a car.
BOB: Don’t we all long to be European? – thanks for the implicit compliment Bob! You do have the occasional reader over here! We are much better at holidays than you are in the US, but your overwork infection is spreading here too! (You were right about IBM all along, from one who was on the inside!)
“The ultimate economic argument that folks like Trump refuse to get is that the work force is also the consumer force.” – exactly! Him and many others. The “top 1%” can only consume so much, even the top 10%. And their wealth depends on the consumption by the rest. You can own all the stocks you like, but if nobody can buy its products, a company stock has no value. One fears that the realisation of the impact of massive structural change in employment will only dawn (too late) once that really kicks in.
Or……..
Maybe there will be a massive “democratisation” of AI as it becomes easier and easier, like the cucumber example using devices such as this https://developers.googleblog.com/2018/07/new-aiy-edge-tpu-boards.html and future versions that bring training of AI to local devices.
The idealization of Europe and the European system is based on sheer ignorance and the idea that if the government simply subsidized everything, we could all live in a paradise where everybody gets everything for free. It amazes me that anyone still believes so strongly that you can get something for nothing. The European economies are falling apart one by one as their expenses become unmanageable and unsustainable. We’ve already seen what happened to Greece. The same fate awaits any country that gives more to its people than what it can get back in taxes. Italy, Spain, Portugal… They’re all falling to pieces because they have insufficient revenue streams but still need to keep paying out their obligations to their citizens who gets free healthcare, education, etc. Even the economically more stable northern countries have begun scaling back social benefits as they become keenly aware that they cannot continue to subsidize their residents’ lives indefinitely. A lot of people think that Germany is smart for making education free, but this is having dire internal consequences: the German social system is no longer able to meet its social obligations to its neediest people. Years ago, Germany threw away a proper social welfare system in favor of its notoriously inadequate “Hartz IV” system, and the one-reasonable German pension system can no longer afford to pay a living wage to the country’s retirees because there isn’t enough money to do so. Meanwhile, in Scandinavia, the Nordic countries are steadily scaling back social benefits for people across all social classes because, again, there just isn’t enough money to cover all their needs. It’s just a matter of time before the European system, which is giving out unsustainably large sums of money to its people, becomes a mirror of the American one. I’m not saying that it should be this way–just that it was inevitable, as Europe’s governments run out of money one by one. Anyone who thinks that implementing a European-style system of social support is unaware of basic reality. Such a system simply ends up bankrupting any country that doesn’t have the financial basis to support its financial obligations.
…I seem to have missed a clause toward the end there. I meant to write: “Anyone who thinks that implementing a European-style system of social support is the answer to all our problems is unaware of basic reality.” Yes, proofreading one’s comments before posting them is a better way to go… Shame on me.
The imf is trying to destroy the european system
And the open border policy
The european system is post wwii
Before it was like America the rich had healthcare the poor did not
America has the worst social system of anyone just like South Africa
You’ve left out the imf and open borders as well as the ameeican housing bubble playing a role in destroying the european system
The problems are coming from America’s bad policies and the imf and the open borders croud
There are going to be many more jobs in the future. We cannot even imagine what they will be. Everyone that “believes” in AI suddenly becomes a Marxist. I don’t get it.
@Emacs: You may be right, but can Europe afford to be insular in our contemporary globalized economy? I agree that the expenses of European countries would go way down if they had less people, which would require closing the Schengen borders, reducing immigration, and focusing on their own internal affairs, but that would cause them to no longer be competitive in the global arena. I personally wouldn’t see that as too bad of a thing, but I doubt that most Europeans would be willing to tolerate such an outcome after they’ve all been told how wonderful the open borders and free everything are.
@George: I am often amazed by how people still believe this talk that the future will solve all our problems through amazing breakthroughs that we can’t foresee. No doubt there will be future inventions which change things, but do you really think that those inventions will create enough jobs to employ the millions of unemployed? In every technological breakthrough, there is an initial surge of jobs as people are needed to develop and refine the technology, followed by a dramatic drop-off in jobs as the technology becomes sufficiently developed that not many people are needed to maintain it. Being a car mechanic was a great living in the 1950s; today, cars break down so rarely that not as many mechanics are needed anymore. In the 1980s and 1990s, computers were the hot new thing, and people with skills could get hired in that field with very little effort, but today, we’ve seen employment in the computer field drop off dramatically. Besides that, even if the next technological invention creates a surge of jobs, there are people who need to work TODAY. Do you really think that the millions of jobless in America are going to be content to sit around waiting for some miraculous future technology which might be another 20 years in the making?
Bob,
We wish we could believe you, but you haven’t kept a single promise yet regarding these updates. I personally am not a mineserver backer, and have no interest in the project, but your handling of this has really hurt your credibility in this readers eyes.
I hope you will reconsider the poor handling of this situation and start keeping your word.
Bob,
We wish we could believe you, but you haven’t kept a single promise yet regarding these updates. I personally am not a mineserver backer, and have no interest in the project, but your handling of this has really hurt your credibility in this readers eyes.
I hope you will reconsider the poor handling of this situation and start keeping your word.
Thanks to Adam Luoranen September 1, 2018 at 11:56 & 11:58 am :
“Anyone who thinks that implementing a European-style system of social support is the answer to all our problems is unaware of basic reality.”
Everyone has except South Africa and the US
US also adopted for the second time importing cheap labour from third would continents
Importing cheap labour is incompatible with high wages, a high standard of living, a social system, and inivation, when you discard the best know how and experience in your country in favour of cheap labour from unfortunate continents, to replace your gauates with
The threat is importing cheap labour from India and outsourcing, this poses many risks, economic, intellectual, social, and even national security
@Ronc: You’re welcome. 🙂 I spent some time living in Europe, so perhaps I understand it a little better than most Americans. Don’t get me wrong: I would LIKE there to be a system of universal support so that the nation’s most neglected people don’t have to be completely isolated and destitute, but the thing is, even Europe’s system leaves a lot of people neglected, because a government doesn’t have the ability to meet everyone’s needs, not even governments as supposedly wealthy as those of countries like the U.S., U.K., or Germany.
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@Emacs: Yes, this isn’t really new information; people have been talking about this for the past 20 years. We’re aware of the problem, but what would you propose as a solution? The U.S. no longer has enough industry to employ the people it has. Eliminating the much-despised H-1B visas is sometimes seen as an ideal solution, but even if this were done (which seems highly unlikely to happen), we still wouldn’t have enough jobs. There are many more highly-educated people in America who are unemployed than there are people working here on H-1B visas.
https://www.theatlantic.com/technology/archive/2018/08/fiverr-online-gig-economy/569083/
“We wish we could believe you, but you haven’t kept a single promise yet regarding these updates. I personally am not a mineserver backer, and have no interest in the project, but your handling of this has really hurt your credibility in this readers eyes.
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I hope you will reconsider the poor handling of this situation and start keeping your word.”
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Well said, @Ronc! I echo this sentiment. This is one of countless promises for a MC update that has never come to pass. I, too, am not a backer but am SO ready for this to all be behind us. I want to believe you’ll actually update the backers in a week’s time, but I (and hopefully they) am not holding my breathe. It’s become a joke at this point, with you in the center. Diffuse the situation so we can all move past this. Posting on the Kickstarter site rather than your blog would be a great start (or both if you must)…
I was a student in econ classes during the Kennedy/Johnson years when US GDP was growing by 4-5% per year and economists were extrapolating that and talking about vastly increased leisure time. Are we really sure of the AI-progress assumption underlying this discussion?
You and Kai-Fu Lee are talking past each other WRT IP theft.
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My only contribution to the confusion is the observation that (state sponsored) corporate espionage and hacking continue to rise. So while China may well be climbing up the Hernando de Soto legal and cultural IP ladder (transition to a formal economy, recognition of creative works), theft and spying and sabotage seem to be policy. (By all the players, not just China.)
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(Fraud and counterfeiting should probably be accounted for too.)
“Don’t we all long to be European?”
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Maybe? I’ve been surprised by the social and political philosophies of many of my Chinese friends and coworkers. Very neoliberal. Basically social darwinists. Maybe its a temporary over correction for their painful collectivist past. Maybe it’s cultural, eg Confucianism, kinda like the Calvinists preached the cult of capitalism, begetting the prosperity theology.
Worried about losing your job to a machine? Then own the damn machines!
The real problem is importing Hindus to replace American graduates, not some AI that does not even work
When was the last time we had an AI car that kills people and can’t get out of the way of a truck or boulder unlike any mammal or most animals
https://www.breitbart.com/big-government/2018/08/30/ibm-laid-off-20k-older-americans-sought-to-import-37k-foreign-workers/
> You and Kai-Fu Lee are talking past each other WRT IP theft…
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I confess this is basically how I felt reading the entire exchange.
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Something seemed (still seems) profoundly missing in the middle — not sure if it was language barrier, or simply shock-and-awe spotlight hogging — Lee making insightful if perhaps inflexible industry observations, with RXC chiming in “NOT NECESSARILY” and “NOT WHAT I HEAR” every second or third sentence.
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Bottom line, unless more was said off-screen, it wasn’t a good volley. Felt a bit like that SNL CrossFire skit where the ‘host’ kept exclaiming progressively more outrageous names for his guest opposition: “What do YOU say, PAT-BUCHANAN-CANNA-WIN?”
China vs India
https://youtu.be/SLbGCHHT3F4
Horrible Interview! Instead of listening what Kai-Fu Lee had to say and ask poigniant questions, you pontificated on your very limited AI experiences against his full expertise. First read his book, then ask leading questions.
Psst!
In the article “Internet Highway System” should be “Interstate Highway System”.
AI, So What?
Can someone explain what algorithms in AI make it “special” and different from normal software?
In my readings, I see non-linear state machines, which I was doing back in the 1990’s.
I see rule-based engines which I was doing in the 2000’s.
I see data-based predictions which was also doing in the 2000’s.
Speech recognition, been around since the late 1980’s, maybe it’s getting better recognizing basic speech, but it’s still not handling whole sentences and paragraphs well.
Visual recognition. Difference engines, pattern recognition. I’ve done parser-based pattern recognition in the late 1990’s. Now, we’re just applying it to images. So What?
Yet, if I applied for a job today, if I can’t name the specific algorithms, then I’m not an AI expert.
So, someone who’s really coding in AI, explain to me what is new?
Just more data to process?
We’re still light years from anything like Ex Machina or WestWorld, not even in 100 years are we going to have that.
So, is just AI more hype and fraud?
“We’ll have a Mineserver report here next week. Sorry it has taken so long but there are a lot of moving parts.”
.
All those keys you have to press to make the letters come out… Not to mention stringing them together to form words and sentences! How can anyone not realize that it takes nearly 2 years (1 year, 9 months, 24 days, and counting) to put together a cogent update?
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“… the level of integrity found in the US.”
Clearly, Mr. Lee isn’t up-to-date on the Mineserver project.
May 21, 2018: “Finally, let’s face this Mineserver issue. I’ll do this in more detail in an upcoming column…”
.
I guess this ain’t that.
January 2, 2018: “Look for a spec update and a new shipping schedule in a couple more weeks, followed shortly by a clever marketing announcement you may enjoy (it’s Fallon’s idea).”
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35 weeks later, I’m getting eye strain from looking.
The fraud is using AI as a cover for lack of jobs, because of importing Hindus to replace Americans and outsourcing
That’s the real fraud
You’d u rather hear you’re replaced by an imported Hindu or an AI ?
@ Questionable PhD: Yes, I agree they seemed to disagree about everything. For me it was still an enjoyable read. It’s an American looking at China and the US vs a Chinese citizen looking at them while they also comment on Europe. Very little had to do with AI, specifically, so the book seemed irrelevant.
How well would China be doing now if it had stolen less or not at all?
This is the problem
Indian fraud
Y can’t we do the same and investigate h1b Hindu fraud
https://youtu.be/6SCVfz_FZno
Never mind about AI, y don’t we have border patrol for the fraudulent h1b Hindus being imported to take jobs from American graduates
The excuse given to exclude Americans from the workplace is AI, not the Hindus being imported to replace them
https://youtu.be/iNl-DDdRVRw
We had an AI fad in the late 1980’s which just disappeared as we moved into the 1990’s, because AI did not achieve what it promised.
We had the tech crash in 2001 when The Internet bubble burst and took most of the Internet hype companies with them.
I sense we are on the verge of a tech crash 2 in late 2018, early 2019, where the softcomings of AI 2.0 become apparent, customers stop sharing so much data, and data-driven analytics fail to deliver promised results, because the technology doesn’t produce the results, smart people do and expertise does. Also, tech giants are slowing down innovation as fewer VC startups are getting funded. That, tariffs, and the economic expansion being “long in the tooth”, further foreign national debt problems and you have a recipe for a recession.
I think the real problems are automation like cloud allowing customers to share one computing platform rather than building their own. It “optimizes” the cost of computing allowing companies to need fewer admins, programmers, and tech people in general. Good for business, bad for tech workers. Each worker that remains has to have higher and higher levels of skill in multiple areas to remain, plus specific non-technical expertise in the problem domain, be it business, medicine, hardware, whatever. The rise of the tech giant makes it harder and harder for small companies to make it. There’s your problem. AI will not reduce the workforce by 50% by 2030, automation will. Unless there are security breaches and cyber attacks serious enough to cause businesses to lose trust in their cloud computing system.
I agree with FormerTXIBMer on AI. Is is both hype and fraud.
Here are some of my thoughts about AI:
In 1971 Nixon declared war on cancer and after spending trillions of dollars there is still not breakthrough in sight. Treatments and medicine are better for sure but main cause of cancer is still a mystery.
AI is an oxymoron. I doubt that lot of people have intelligence. Historically human technological advances happened that some really really smart guy/gal discovered something that is really novel idea and breakthrough thinking and some other people improve that but vast majority of human population are just dumb asses. Working class are just like my German Shepherd. I show her what to do and treat and she does it as long as treats keep coming.
If Google has that sophisticated AI why is their search engine so dumb. I googled my cousin’s name and city and it gave me first relevant result on page 7. Something that millions of people are looking for goggle search is ok but it does not impress me really. I think it looks good only because the competition is far behind.
Here are some questions :
1. – question on test for second graders:
You go on fish market to buy 3 fish. Fish and half dollar and half. How much money do you need ?
2.- question on test for eight graders:
Ship is under way from point A to point B. Cargo are pigs and sheep. Pigs are between 1 and 2 years old
and sheep are between 2 and 4 years old. How old is ship’s captain ?
3.- question for teens before first date:
What is difference between broken condom and broken parachute ?
It is just pure logic that machine will never have (at least not in foreseeable future).
The Hindus sell degrees in artificial intelligence off a food truck
Then they are imported in mass to replace American graduates
Wow, the comments here have really gone downhill. The economy may be heading toward another recession, but Cringely’s blog is experiencing a commentary recession. I miss trashtalk already. He/she would definitely have been able to explain the difference between a broken condom and a broken parachute better than any AI.
@wwwpirate. Google was not always that dumb. When it first came out, the most relevant search results were at the top. Then Google went public and had start making a profit. So, Google started selling AdWords and let their investor’s desire to make a buck put the advertised searches at the top of the list. The founders are Billionaires, and the search algorithm gets less and less useful, despite them advertising the opposite. Google originally also made everything open, but companies paid Google to keep their documents private and out of searches. Now Google, Facebook, and many other 10+ billion dollar companies are just nets to catch Series B startups and “monetize them”. No need to invent anything else, just buy up the best ideas.
@ Adam Louranen
It is easy to mop the floor intellectually with guy named Adam Louranen. You admit that you can’t solve question number 3. You can’t neither 1 or 2 but you just point to your sexual frustrations by pointing to no 4. You also admit you consider AI dumb and yourself dumber. You admit your IQ is below teen level.
AI started in the 80s and they haven’t released any public demos of hardware, software or hardware/software products that shows that AI actually works. Software that is supposed to incorporate AI like Siri, Google Assistant, Alexa and search engines are half baked consumer products which are ok for some things but useless for lot more.
I can run business on spreadsheet and word processor but I can’t fire secretary and use Siri and Google Assistant instead. They are not and probably will never be in the foreseeable future business grade products.
AI has no record in the last 30 years. Tell me one business grade AI product. Just one.
Watson is by all means utter failure.
I am just tired of all that AI hype. There is every week new headline how breakthrough product it will be and it is just around the corner and I have been listening that for 30 years and nothing. Just vaporware.
If that guy Kai-Fu Lee is reading this can he give us a time-line when does he expect that to start happening finally.
I just don’t see this happening. There are just too many jobs driving 18 wheelers and bulldozers out there.
@ wwwpirate : I don’t understand your criticism of Adam Louranen. He didn’t number any questions 1, 2, 3, 4, nor does he talk about his IQ. In fact the phrase “IQ” only appears in your post (and now mine). Perhaps you’re referring to another Cringely article?
@wwwpirate: I’m flattered by your assessment of my intelligence, thanks. I agree with your assessment of AI, though: It seems to have hardly gotten better in the last 20 years. Voice recognitioon is still sometimes abysmal (although I have had moments where I’ve been surprised by its accuracy), and the quality of “chat bots” like Eviebot is still generally on a level comparable to that of Eliza, an experiment from the year 1966.
I think, however, that the problem partly has to do with the nature of our present-day technology industry. Computers are a thing of the past: Where the industry once thrived on selling users the latest upgrades to their hardware, people today are moving away from upgradeable PCs and toward monolithic smartphones which you buy once and then throw away a few years later. The software industry for consumers is in a very bad state, as most software which people use is free or can be replaced by free software. Your web browser, your media player, your communications software, all of these functions are well served by software that costs no money. Aside from Microsoft (which only makes money from consumers because of momentum: people could easily switch to Linux and LibreOffice), there is hardly any money to be made from selling consumer-grade software, so I think the push behind AI is partly a desperate software industry’s effort to find something it can still sell. It doesn’t matter that the quality of the software is abysmally bad; the way that people still keep buying Windows and Office shows that there are plenty of suckers who are still perfectly willing and able to buy the latest thing just as long as softare companies keep slapping the label “latest thing” on it.
@lynn: Not when self-driving 18-wheelers become a reality in the next few years.
I’ve seen the future of consumer AI, and it doesn’t have one
https://www.theregister.co.uk/2018/09/05/consumer_ai_ifa_2018_roundup/
Clients lobbying on H.R.392: Fairness for High-Skilled Immigrants Act of 2017. 26 unique organization(s) has/have registered to lobby on this bill.
Proof that Immigration Voice has been greasing the wheels for years on the Green Card Giveaway. I did a search on Immigration Voice, here is what popped up. I know who they are, but how much $$$ was spent is not an OPEN SECRET!
Client Year
Cognizant Technology Solutions 2017
Cognizant Technology Solutions 2018
Deloitte LLP 2017
Microsoft Corp 2017
Monster Worldwide 2017
Texas Instruments 2017
US Chamber of Commerce 2017
Infosys Ltd 2017
Federation for Amer Immigration Reform 2017
Hewlett Packard Enterprise 2017
Hewlett Packard Enterprise 2018
IBM Corp 2017
Deloitte LLP 2018
Deere & Co 2017
Amazon.com 2018
American Immigration Lawyers Assn 2018
Infosys Ltd 2018
Microsoft Corp 2018
Monster Worldwide 2018
National Assn for the Self Employed 2018
Qualcomm Inc 2018
US Chamber of Commerce 2018
Equifax Inc 2017
Texas Instruments 2018
SalesForce.com 2018
Semiconductor Industry Assn 2018
TechNet 2018
Related Companies 2018
American Medical Assn 2018
American Staffing Assn 2018
American Immigration Lawyers Assn 2017
Compete America 2018
Council for Global Immigration 2018
Amazon.com 2017
EB-5 Investment Coalition 2018
Immigration Voice 2017
Immigration Voice 2018
WTF is Related Companies?
https://www.opensecrets.org/lobby/billsum.php?id=hr392-115
Who are the Lobbyists and the Supporters of H.R.392: Fairness for High-Skilled Immigrants Act of 2018? The Yoder Green Card Give Away? Let’s take a look at the Open Secrets.
Open Secrets is a public service lobbying database that tracks campaign contributions to elected officials and candidates, companies, labor unions, and other organizations that spend billions of dollars each year to lobby Congress and federal agencies. Some special interests retain lobbying firms, many of them located along Washington’s legendary K Street; others have lobbyists working in-house. This is stated on their web front page.
Just who is behind the curtains with Immigration Voice and Leon Fresco and his K Street $$$ Money Machine $$$ Holland & Knight LLP? Who else is behind the curtain in the Yoder Yellow Brick Road, now the Green Card Brick Road in which the yearly allocation of green cards is estimated to be 75% to the Indians, depriving the rest of the planet the opportunity and diversity our country is based upon.
Open Secret lists 122 entries: The major participants are as follows: US Chamber of Commerce (BIG TIME), American Medical Association, Microsoft Corporation (BIG TIME), American Immigration Lawyers Association, IBM Corp, Amazon.com (BIG TIME), Cognizant Technology Solutions (Indian Outsourcer).
Wa La, Tweets have been uncovered from the usual suspects!
.@IBM strongly supports the inclusion of @RepKevinYoder’s #HR392 in the House FY19 Homeland Security Appropriations Bill. This is an important step towards eliminating the green card backlog.
— IBMPolicy (@IBMpolicy) July 26, 2018
Amazon applauds @KevinYoder on the passage of his amendment to the @DHSgov appropriations bill, H.R. 392, that would remove the per-country limit on green cards. This is an important step towards green card reform, and Amazonians thank you for your leadership on this issue.
— Amazon Policy (@amazon_policy) July 25, 2018
LOBBYIST REGISTRANT NO. OF REPORTS & SPECIFIC ISSUES*
Who are the Lobbyists and the Supporters of H.R.392: Fairness for High-Skilled Immigrants Act of 2018? The Yoder Green Card Give Away? Let’s take a look at the Open Secrets.
Open Secrets is a public service lobbying database that tracks campaign contributions to elected officials and candidates, companies, labor unions, and other organizations that spend billions of dollars each year to lobby Congress and federal agencies. Some special interests retain lobbying firms, many of them located along Washington’s legendary K Street; others have lobbyists working in-house. This is stated on their web front page.
Just who is behind the curtains with Immigration Voice and Leon Fresco and his K Street $$$ Money Machine $$$ Holland & Knight LLP? Who else is behind the curtain in the Yoder Yellow Brick Road, now the Green Card Brick Road in which the yearly allocation of green cards is estimated to be 75% to the Indians, depriving the rest of the planet the opportunity and diversity our country is based upon.
Open Secret lists 122 entries: The major participants are as follows: US Chamber of Commerce (BIG TIME), American Medical Association, Microsoft Corporation (BIG TIME), American Immigration Lawyers Association, IBM Corp, Amazon.com (BIG TIME), Cognizant Technology Solutions (Indian Outsourcer).
Wa La, Tweets have been uncovered from the usual suspects!
Guys, I believe y’all are barking up the wrong tree – or rather, down the wrong microscope.
If we’re looking ahead a few decades, AI will be the least of our concerns, because the ecosphere is coming apart, and that is accelerating fiercely (as anyone, except your President, can see).
There will be no AI problem, and no job problem, because there will be nowhere left to live and nothing left to eat.
Even the 1% will starve eventually, albeit much later than the rest – which is very unfair, as they mostly led us into this situation.
@fpp PREACH! It’s been a fun ride, but I’m afraid we’re nearing the end of our journey. We hope you enjoyed your stay…
@Lynn Just because you refuse to believe it doesn’t mean it doesn’t exist. Unlike the general intelligence AI that people are talking about here, self-driving semi’s are just around the river bend. Easier to get on board than be in denial at this point…
@Alan Well, I’m an European, see, so I’m not sure whether your answer is supportive, or purely ironic, or both.
Either way, I surely hope “my stay here” won’t reach into those times: I’m almost as old as Bob, and I do carry my share of the situation.
I just fear that my sons, like Bob’s, will not be able to “correct” anything much.
You don’t “correct” droughts and floods and chaotic climate once they’ve gone global.
We’re not doing nearly enough to prevent that, even undoing some of the previous feeble efforts, and what I see is the infamous 1% enforcing a tragedy of the commons.
I’ll be happy to buy you a (Belgian) beer “up there” if I’m proven wrong 🙂
Serendipity: “The US Department of Defense will put up to $2 billion towards artificial intelligence research over the next five years, the Washington Post reports.”
I retract my previous comments, we’re all saved.
Yes once government is involved that is 100 % sure nothing will be done and get out of it but 2 billion vaporware.
When government tells you something will be done that means just forget about it any more – nothing is coming out of it.
And who will make that artificial intelligence research project for the US Department of Defense ? Same PhDs who have not been able to make single useful even demo project for consumers for the last 30 years? Does it look insane stupid only for me or for everyone else too ?????????????????????????????????????
On the bright side, it’s only $2BN of virtual, printed money.
Much less potentially harmful than the Navy’s projected program to build hundreds of naval war machines, for hundreds of billions, just because someone wants the Sea of China as his playground…
OMG as Catholic I have to believe that God gave humans brain reason and sanity. God had to have too much alcohol when he was making Adam and Eve.
@fpp Sorry, I was being dramatic for creative flavor, but my response was genuine and sincere otherwise. I agree with you that we’re very likely marching towards our doom and that AI and many other hot button topics aren’t going to matter unless something big changes, and I don’t see that happening anytime soon, and by then it’ll already be too late. I agree that as able bodied and gung-ho as our kids may be, humans are laughable in the face of nature and we’re steering our planet into a dark future and somehow I think saying “I told you so” isn’t going to feel as good this time. Oh well, maybe the next species can get it right in a few million years…
@Alan Thanks for the clarification ! For a while there I feared I had sort of soured the atmosphere 🙂
Clearly, if a Djinn were to appear before me and offer me a choice in the issues my kids will face as adults, I’d gamble for AIs vs. global warming without a blink…
Which obese a greater risk to jobs ?
I,porting Hindus and outsourcing ?
Global warming ?
Or AI ?
Which ones are real and which ones are a distraction ?
Great family planning:
” I have three sons (16, 14, 12)”.
Mineserver calling. Which next week again?
Bob made an interesting comment about ethics in Silicon Valley. They are an oxymoron. There are a few rules to remember: if there’s no money in it the app will not see the light of day, customer service = we got your money now go away, there’s no such thing as long-term strategy beyond the next board meeting.
Cloud computing and all its associated management fad terminology is something that everyone praised as the next Easter Sunday. What happens when the cloud service company goes belly up. Customers faithfully follow the instructions and one day the vendor decides that there’s not enough money in it anymore, and they give the customers a couple of days to retrieve three or four years of data on a traditional ISP service. Of course it is always the customer’s fault.
How many times has a medium or small business or even a large concern “standardized” on some new fad only to find that a few years later the application is no longer going to be sold or supported and now the business has to be a market expert to find a replacement if they can.
There’s all the stuff about the violence in computer games and all the mea culpa about what someone’s going to do about it, but nothing is going to happen and the parents are to blame.
Over the years I have watched this happen in large and small organizations and Silicon Valley gives some kind of speech about this or that and the English language does not have a word to describe how little they care unless it is going to impact the stock price or the venture capital transaction.
Congress is not going do anything about it because Silicon Valley is a source of campaign, financing.
The only solution is for these companies to go bankrupt and have to suffer personal liability and it’s amazing how the prospect of years in prison can change one’s outlook. Other than that, it’s a wild West show and ethics and “fair play” are profanity that should not be uttered with the words “Silicon Valley”.
Apple is NOT coming back unless US employees agree to work for much less than minimum wage/
Such a sunny outlook from this group!!! The will to survive is a strong thing, as I found out watching my dad die of a Parkinson’s-like disease (Progressive Supranuclear Palsy) last fall. This year, my mother-in-law, a stage 6 Alzheimer’s patient now has bone cancer, but she’s “hanging in there” as long as she can, too. Same for the people on this planet. Those with the means will move to Canada or Northern Europe or Southern Australia, or South South America. Those who don’t will find a way to survive. It won’t be stylish or pretty, probably somewhat basic, but people will survive. We’re just built to survive and adapt. Probably the only thing that would prevent it is a nuclear war. Yes, climate change is going to occur. Yes, people in coastal cities are going to have to move inland, and lose property in hurricanes and rising sea levels, but we’ll adapt.
As for software, Open Source has been the greatest gift to software, from the C language, to Unix, to Java (except Oracle trying to make it not open again), to Linux, Apache, Javascript, node.js, Jenkins, and so on. Those who “really” want to know how it works go to the Open Source, because companies are just building their own products on top of Open Source anyways. Well, except for Microsoft, but they will get there as well. Every industry has a whole slew of companies trying to make a quick buck by exploiting someone. The customers, the employees, the immigrants, etc. And regulation is NOT the answer, because it just entrenches the established companies and stifles innovation for new entrants. It gives fewer companies more power to exploit. Internet Service is certainly that way now, just a few players in an oligopoly. The ANSWER is breaking up big companies like Apple, Microsoft, IBM, Oracle, and yes, even Salesforce. The ANSWER is more competition and innovation, not less. When AT&T was broken up in the early 1980’s, there was a huge amount of innovation in telecommunications. All of a sudden, instead of one modem company, there were 10. And nothing improves customer service more than alternatives to your current product or service. But as long as big business continues to BUY elections with huge lobbying money, and voters keep making the same D and R choices, nothing is going to change. It’s the very definition of insanity. Don’t worry, it will change in most of our lifetimes. We have run up 200 TRILLION in financial obligations (debt plus promises to cover future Social Security, Medicare, and pensions) that we won’t be able to pay. One leading economist says America is already broke. I hope the bitcoin/ripple/Ethereum holds together. If not, you will have to rely on the GGL (guns, gold, land) “Google” plan. If you’re an American, it’s time to Wake Up!
@FormerTXIBMer How about you just start a blog and we can all migrate over there? I feel like you always have more insight than Bob and I personally find you a lot more enjoyable to read. Let me know once you’ve got that set up and I’ll make my way over there.
@FormerTXIBMer: You say that regulation is not the answer, then you say that the answer is to break up big companies. How do you think big companies get broken up without regulation?
I’ve often thought of writing a blog of my own, but I have little to say that’s of general interest, so no one would read or follow it. Then I thought why not just hi-jack Bob’s widely read column with my own opinions, even if they’re totally unrelated to Bob’s current article or comments others have made on it. Should I do that? Anyone? Bueller? Emacs?
Just found it on slashdot.org:
Artificial intelligence has the same relation to intelligence as artificial flowers have to flowers . — David Parnas
This is very scary stuff! Interesting but also scary.
Just a note that today, the kindle version of the book is $0.99, at least in the USA.
The current AI hype and attendant hand wringing is so eerily reminiscent of the 1980’s. You could practically swap an article from the 1980’s with one today. Same silly predictions being made by those that should know better. Most AI today is based on decades old algorithms with severe limitations, producing brittle systems that shatter when confronted with the unexpected. Automation is a far bigger threat. Or something like China’s Social Credit System. And the notion that AI will achieve consciousness, exceed our intelligence, or permit eternal virtual life is just comical.
We live in very expensive World. Really very expensive. But, the technology is developing step by step and permanent. Life is difficult for Human in Technology’s World
Thank you for your reply.
I’ve started listening to the audiobook of this and I have to say, he is doing a good job of selling China, but he is DEEPLY missing the point…
China has more data? baidu has lotsa data? google, google has the worlds data.
50% of jobs gone? who is hardest hit? working population of 150m(usa) or 800m(china)?
Entrepeneurs? how MANY do you need vs how many engineers?
In the age of implementation… ok, maybe, for a while, but what is the NEXT THING? Dunno? neither do I but it is out there and where is it going to be used?
USA Scientific Hegemony? erm….. where did deep mind come from?
there are lots of other issues, but they are the glaring issues raised by the first chapter or so.
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