The Dawn of the Age of Artificial Intelligence
theatlantic.com
theatlantic.com
And my apologies for just speaking the truths that many here already know; over my decades in computer science, I have tried to hold my tongue whenever the AI cultists scream at passers-by that the singularity is near -- but every now and again I must scream back for my own sanity.
This article focuses on the positive effects. In their book they actually spend quite a lot of time discussing potential negative effects as well, such as unemployment. You'll be glad to hear that they agree with you that jobs like programming and engineering will be ever more important in that world.
Because the exponential, digital, and recombinant powers of the second machine age have made it possible for humanity to create two of the most important one-time events in our history: the emergence of real, useful artificial intelligence (AI) and the connection of most of the people on the planet via a common digital network.
"The emergence of real, useful artificial intelligence" is what I dispute; if the article chose to describe this as the "emergence of real, useful, algorithms and systems to address meaningful problems" then, fine. But of course, that isn't news, either -- it's merely the story of humanity in a sentence: it is us using our bipedalism and our oversized brains to do what we have always done to survive and thrive.
Once you understand the algorithm, suddenly it doesn't seem mysterious and then it can't be "true" AI. I'll agree that advancements in machine learning aren't necessarily leading to strong AI, but they are still incredible advancements. Many problems in the field of AI have been solved, and then suddenly dismissed as not being "AI".
However I quite agree that the cheerleaders for AI frequently do us all a disservice by exaggerating the successes, and above all by exaggerating how close we may be to a breakthrough.
> People with connected smartphones or tablets anywhere in the world have access to many (if not most) of the same communication resources and information that we do while sitting in our offices at MIT. They can search the Web and browse Wikipedia. They can follow online courses, some of them taught by the best in the academic world. They can share their insights on blogs, Facebook, Twitter, and many other services, most of which are free. They can even conduct sophisticated data analyses using cloud resources such as Amazon Web Services and R, an open source application for statistics.
A. What does this have to do with artificial intelligence?
B. Access to technology does not equal access to ability to use that technology. I would argue that the problem isn't that people don't have access to powerful statistical processing and analytical software, it's that they don't know what to do with it, or with the plenty powerful software that has been available to them in the past decade. The parallel construction of "Everyone can now share stuff on Facebook" with "Everyone can now do statistical analyses via R and Hadoop!" is a gross error of characterization by the OP.
B. Sure.
Facebook has to crop photos in an optimal way - they do a pretty good job of that.
Either of those feel closer to AI than compression, which is sometimes given as another example of an AI challenge.
If I give you a pile of text, what compression ratios would you achieve by hand?
1. Refrain from getting enhanced, and suffer the consequences of limited ability and limited existence. 2. Get enhanced, and start the slow march where people aren't individuals anymore, we are drones in a collection of drones, with a queen.
But hey, maybe that's the best thing ever to happen to our species, to become half and half. Half of the humans become like a hive of bees or colony of ants, and the other half sees if separate and individual free agents is able to perform better. Then the wars that come later will see which one natural selection selects.
Whereas a collection of cooperating individuals are better at choosing the best opportunities for the individuals and advancing the cause of the interests of the drones. Cooperating individuals cause chaos, infighting and huge inefficiency in things that should be very easy, however, in doing so, each individual becomes like a mini hive/colony in and of itself.
We are are the cusp of a glorious age, we may live to see the creation of a new species of human which are to humans as humans are to monkeys. All made possible through using technology to enhance all of our senses, and to provide additional resources to our own thoughts.
I just might join that colony of bees. In the future, I think militaries will take this route. When you join the military and are deployed, you give up your individuality, your movements and thoughts are no longer your own.
Why, when killbots are much cheaper?
You're giving humanity far too much credit here--we ourselves basically ignore the animal kingdom from which we came unless it gets in our way.
Isn't this the best solution long term? Makes sense to me.
Then it becomes impossible to move further, without changing the social schema. Possibly into a hive form, where everything is easier to manage.
From an engineering point of view, it's the perfect choice: easy to manage, easy to enhance, divide labour and what not. From a social point of view, yikes.
Is there a branch of sociology or something that study the effects of different social schemas?
CoreNLP (which isn't as good as our NLP but is the "standard" only gets the parts of speech right 95% of the time, by words, but about 75% of the time by sentence. Imagine you were a waiter and you only understood 75% of sentences. You'd not last too long.
But somehow we expect computers which not only are limited to 75% of sentences being "tagged" correctly, but then not having any idea about the concepts behind them.
AI as we see it today is not so much "AI" as it is Computer Driven Bucketing. Build a formula that gets as many things in to pre-sorted buckets as possible. For me it isn't AI until the computer can make leaps of its own. Create a new bucket and explain why it was needed, or create a new solution that wasn't proposed by the programmer.
I am working hard to bring all of that to fruition, but honestly we are a long ways off.
Here are some milestones I think we will need to hit before we get to AI.
Software powerful enough to convert Wikipedia (or any knowledgebase) to structured Data automatically.
Query system that takes any user input and converts it to something resembling a Database query (This is what I'm working on)
NPC's for Games/MMO's etc that pass a turring test with in the limits of their Virtual world. (Basically they don't have to pass for real, just as real as the DnD character a human would play)
These are really "simple" milestones that are the step before we see true AI start to work.
For example ,a machine learning algorithm devised a new internet protocol that doubles the network capacity over best known methods.Another famous machine learning system understood own it's own how to classify images what belongs to the bucket of "cat" and many other object types.
Why isn't this enough to be considered intelligent?
Sorting doesn't require intelligence. You have X number of attributes and using them you do your best to get as many things in to "Like" buckets as possible.
Discovering new attributes is the start of intelligence. Discovering new buckets could be intelligence.
If the machine gets 100k pictures and can sort them in to Cat vs No Cat, and then suggests a new set of classification "Indoors vs outdoors" using attributes the developer didn't pre-identify that would be intelligence.
It was given all the possible traits. It didn't find a new category it had a collection of things with known traits. Google knew it would be able to find cats using the traits it was given. That's not intelligence on the computer's side.
If I tell you that there are things with lungs, things with gills, things with legs and things with arms, things with hair, I don't have to tell you there are mermaids and salamanders, you will figure it out when not everything fits in the bucket of Cats and goldfish.
e.g. Right now the poorest of the poor can still resort to back breaking repetitive work to survive. If the tech keeps going then soon these people will not be able to compete...at all.
Its a recipe for inequality magnified 100x & I don't see the social fabric surviving that.
We need to start thinking about basic income sooner rather than later: http://www.bostonglobe.com/ideas/2014/02/09/should-governmen...
Personally I oppose the idea - kinda. To be more precise I would prefer a system that stacks the odds in their favour heavily rather than "free money". e.g. Give them their cash...but make them guide school kids across a dangerous road in return. i.e. Extract some (extra) social benefit from it.
Makes little financial sense either way, but I'd much rather have them do the school kids thing & collect cash than sleep & collect cash.
I don't feel strongly (either approach would be an improvement over the status quo), but I suppose I mildly agree with you. I think human beings need to have some Work to feel like their lives have meaning. Even if we made GMI conditional on 10 hours a week of charity volunteering, that could have positive mental health outcomes.
You raise a valid point. At first I thought "don't be stupid...obviously its beneficial". Looking at that word "mandatory" in your question though I'm no longer confident in my initial instinct....
There would probably also need to be some kind of exemption for people with physical or mental disabilities.
However, the details of basic income-like schemes may be irrelevant. Basic income and its mutations are possible when most household products are basically done by robots. It is possible basic income will grow at 25-50% YoY rate and that growth indicator is only thing that matters.
You could have a volunteer work "requirement" that was only enforced by social convention. If it was seen as dishonest/lazy to take the income without giving back to your community in any way, that would probably spur some social good without the inefficiency of a heavy-handed enforcement mechanism.
Fair enough. I find it difficult to accept a system that doesn't grant a powerful advantage to a person with a significant physical/mental disability though. Equal basic income for all does not seem fair in that context.
Also...this is more me thinking out loud than attacking anyone.
I was thinking how equality movemen failed to produced social change in short time as world is extremely unbalanced. I think post-scarcity economy will bring new solutions and new social contracts.
Again, you make a valid point. Let me stop the debate right here though. We're venturing into philosophical territory here...the kind more suited to 5000 word essays than HN posts.
One thing we can debate however:
>post-scarcity economy
I find this notion decidedly problematic. We've been optimizing the sht out of production for decades and yet the average family is battling to make ends meet more than ever. "post-scarcity economy"...I don't buy it...not even close.
I get where you are coming from and I agree that the current track record doesn't allow for such predictions. However, I am linking the advent of post-scarcity to the widespread adoption of some transhumanism values. Maybe that'll work. Or we'll be consumed by grey goo. The future is too bright to see it clearly.
On the somewhat unrelated note my favorite flavor of transhumanism is abolitionism that aims to remove suffering as much as possible.
You speak of "remove suffering" whilst I speak of inequality increased a 100 fold. You are clearly a very reasonable person, but I don't see a "meeting of minds" happening here unless I misunderstood you dramatically - there is no overcoming that gap. A 100 fold increase in inequality destroys everything in its path.
But in any case, compulsory community service as an alternative to jail time has shown promising results: http://www.bbc.co.uk/news/magazine-10725163
It would allow people to participate in the economy and pursue productivity or creative pursuits without worrying about starving.
I doubt it's coming, but I don't see its downside in a world where per capita productivity is trivial.
Not working, or working on figuring out how to get paid in the new environment, when what worked last year is now automated...
Agreed.
Vaguely relevant story time for 1st world crowd: In my country (South Africa) it is illegal for the public to refuel their own cars. There is dedicated staff that does nothing else all day - essentially behave like restaurant waiters but for petrol stations.
Realistically the law is only in place for job creation purposes - it is by most measures unnecessary. And yet I've come to appreciate it: I don't need to leave my car. The people handling flammable liquids do this all day long & received training - much better than random McDonalds munching idiots. Credit card speedpoint gets brought to my car window, windscreen washed, tyre pressure checked etc. I end up (voluntarily) tipping 0.5 USD - a drop in the ocean. I have a million problems so a guy making my life easier there & smiling whilst doing so...I'm totally ok with carrying him on my tax/fuel bill.
You miss my point entirely. It is not useless work. Sure its not economically efficient, but on balance I'd rather have people streamline the refueling process than sit in front of a TV and collect a paycheque.
And no it is not one. There is a big difference between "economically efficient" and "wasting their times on a unnecessary job", especially in the context of GMI.
You make it look that these two are the only alternatives when they are not (e.g. people could also be studying or actively searching for a job). Pretty much the definition of false dichotomy isn't it?
Yes and no. You underestimate the experience imo. e.g. Today I had two people dressed in red shirts (for valentines day) focusing on me, my car & what I wanted. Yes you can automate the physical refueling, but can you automate the conversation about the Tshirts specifically bought for Valetines day?
For a minor cost I can:
> Create a job > Interact with a person in a different class > Ease my daily burden > Improve safety > Assist the local economy (micro scale) > Improve social balances
As I said...I tip 0.5USD at petrol stations and I could totally get away with zero.
Yes the mechanical act could be automated but that is entirely besides the point.
Thank you. That is certainly news to me.
I didn't know that part - presumably not lower enough to cover the wages, though, or we'd see it done voluntarily elsewhere.
And to a lesser extent the modern day "professional" military.
Massive jobs program hammers, begging for nails.
https://news.ycombinator.com/item?id=7240235
>Massive jobs program hammers, begging for nails.
Perhaps. I think you judge them unjustly though - it is certainly prone to bureaucrats sinking the scheme with BS, but I don't think it is in itself prone to sinking.
As for the TSA comment - my condolences to all Americans. I don't feel its a representative example of the current debate though.
As I said this is something that makes me deeply uneasy. I'm pretty relaxed about most "serious" issues...e.g. Climate change - I feel "it'll be fine & we'll make it work somehow". Looking at this problem I can't help but feel it will not be OK. And thats coming from a guy in South Africa - a society that is barely hanging on under the strain of inequality. SA is on the very edge of what the social fabric can withstand in terms of inequality & AI will cause inequality that is much worse.
<not serious>
Plainly the best thing to do is hurry the development of machine learning algorithms for active environments, also known as AI, in order to minimize the gap of time between most of the world's people becoming unemployable and most of the world's people being made of atoms the AI can use for something else.
</not serious>
Humanity's odds aren't good.
It definitely the dominate factor in the future.
Want to compare notes, then? What've you got? Email me.
Look, Google is a closed-allocation company. So, I believe, are Apple and Amazon and probably Facebook. Socially, we're stuck in the 1980s. If people at the 99th percentile of technical literacy are still stuck mindlessly churning tickets in closed-allocation environments-- note that basic research funding has fallen off a cliff in the past 30 years-- and raising VC is still more about playing a feudal reputation economy than anything remotely approaching excellence, then what are most of the world's 7.1 billion people going to be able to contribute to this brave new world? Nothing. They'll have no leverage, nor the resources to learn what they need to learn because they'll have to spend all their time on basic survival. The only thing that seems to await the majority, barring some unforeseen social or economic right angle (the long-term odds of which are quite high) is joblessness.
We can't even deliver basic healthcare to middle-class Americans anymore, and here we have the gall to say that humanity's approaching some technotopia?
"If the world doesn't operate at what I deem to be just the right level of openness, we're all doomed."