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Guest Post: 5 Highly Recommended Books on Machine Learning (ML) and Artificial Intelligence (AI)

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The following is an article submitted by Harsh Arora, a freelance blogger and writer who shares a similar interest in artificial intelligence, futurism, and the future of the human race. To Mr. Arora, I sincerely thank you for this submission and your continued support.


We would first of all like to welcome all types of readers to our blog – newbies who are just interested about these buzzwords and also experts on the subjects who would like to extend their existing knowledge on the matter. Having established that, it is also imperative to not only define these two concepts (AI and ML) but also to differentiate between them. Although these terms are used synonymously, they are in fact different from one another. AI is the broader level concept where we feed the machine with data and then expect it to take decisions based on that data. ML on the other hand is a subset and application of AI where we feed machines with data and allow them to learn on their own.

Following are the books we recommend for you to learn more about them:

Machine Learning for Absolute Beginners: A Plain English Introduction – Oliver Theobald

It’s easy to see which part of our reader base this particular book is targeted towards. You may be a complete outsider to the world of ML and still be able to understand the granular technical aspects of it through this book. Oliver Theobald assumes no background of programming or coding on the behalf of the reader and allows you to learn right from scratch. It is not only the perfect book for newbies but also experts in the field because it tries to explain the basic concepts in a very coherent and distinct manner. This books not only helps you learn about the concepts of ML but also allows you to unlearn and then relearn them, something is really important for such a subject matter.

The Hundred-Page Machine Learning Book – Andrew Burkov

This is once again a book that will interest not only beginners but also experts in the field. Andrew has really been able to simplify the concepts of ML into basic and easily comprehensible set of cliff notes. With just 100 pages at his disposal, he has really captured the over-arching essence of ML. Though, of course it is not a deep dive into the subject matter like some of our other recommendations, it is however a wonderful summary of it. It is perfect for people who want to understand this technology and its implementations and implications in the real world.

Artificial Intelligence: A Modern Approach (3rd Edition) – Stuart Russell & Peter Norvig

Stuart Russel is one of the sharpest minds working in the field of AI and is a faculty at University of Berkeley. Additionally, he is an Oxford graduate and also holds a PhD from Stanford. In his third edition of the book, Stuart decided to collaborate with Peter Norvig who is currently the R&D Director at Google. Collaboratively, they have created a well-researched and well-defined approach towards understanding modern AI. This book is perfect for students of under-graduate or graduate level courses or even for laymen with the basic understanding of the fundamentals of AI. This long-anticipated edition of its best-seller predecessors offers the most up-to-date and comprehensive understanding of the theory and practice of artificial intelligence.

Machine Learning – Tom M. Mitchell

This is a classic book in which the author has covered the techniques and concepts of the numerous fields and unified them to provide in depth view of ML. Some of the subjects covered include re-enforcement learning, inductive logic programming and genetic algorithms. Tom has tried to simplify these complicated concepts through a clear and explanatory way of writing. At the same time, he has used tools such as case studies and relevant examples to provide a comprehensive overview. Lastly, there is no knowledge of the complex ideas that he has assumed on the part of the reader.

Superintelligence – Nick Bostrom

If you are familiar with the work of Mr. Nick Bostrom, you know you are in for a treat with this book. He takes a different approach to not only explain the artificial intelligence but also the effects it has on our existence. Nick believes that self-aware machines are potentially a bigger threat to humanity than climate change. He has authored over 200 books and his writing forces you to take him seriously in this seemingly sci-fi piece of literature. He helps us understand how the most intelligent form of life i.e. now humans have governed the fate of existence since the dawn. However, with a species (sort of) that has the potential to be smarter than us, what chance is there that they won’t dominate us?

Artificial Intelligence for Humans (Fundamental Algorithms: 1) – Jeff Heaton

If you are planning to build a career in artificial intelligence, this should be your starting off point and you should read it from cover to cover. Jeff Heaton cover several topics in depth such as clustering, distance metrics, dimensionality, linear regression, error calculation and hill climbing. The book takes you through the actual mathematical calculations that you can compute yourself and also see the real-world applications of. However, to build a career in this industry, you must not only understand the basic principals of AI but also of algebra and computer programming. This book will build on those concepts through various computer languages such as C, Java, C#, R and Python.

These books are some of the best in the market and will be perfect for people of all knowledge levels of AI and ML. Given that the industrial revolution 4.0 is upon us and almost all technology is slowly being integrated with it, it is suggested that we all learn more about it. However, it is completely up to you to form opinions about whether or not this technology will be harmful to humans in the long run. Additionally, we also suggest you read up on a few other technologies that are prevalent in this 4.0 era such as IOT, Blockchain and Cloud Computing.

About me: Harsh Arora is a proud father of four rescued dogs and a leopard gecko. Besides being a full-time dog father, he is a freelance content writer/blogger and a massage expert who is skilled in using the best massage gun.

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Kids, Technology, And The Growing Bond Between Them

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Last year, I explored the idea of children being raised by intelligent robots. For the most part, it was a thought experiment. I approached it in the context of a technology that won’t be implemented anytime soon. Robotics technology hasn’t advanced to the point where it can properly mimic human-like behaviors, although Boston Dynamics is getting pretty damn close.

We also don’t have an artificial intelligence that could properly mirror human levels of intelligence, let alone basic parenting skills. Even when our technology gets to that level, it’ll probably still be a while before people start trusting it with children. Most people today probably recoil at the idea of a robot raising their kids, even if it were programmed with all the best parenting skills.

I tend to share that sentiment. While I’m generally of the opinion that technology will be a net positive, even for something as potentially dangerous as artificial intelligence, the idea of any non-human system raising kids just doesn’t seem workable. Recently, I’ve had to reassess that notion.

Over the past couple years, some close friends and relatives of mine welcomed their first children into the world. I’ve been lucky enough to share in some of these monumental moments. I’ve watched these kids grow from newborn infants into adorable toddlers. Some already know me as their awesome uncle.

While I could spend all day describing how adorable they are, I’ve noticed something remarkable in their growth that no generation before them has experienced before. It has to do with the way in which they interact with technology. I would even argue it’s gone a step further than basic interaction. It’s almost a bond at this point.

I first noticed when I saw a kid who wasn’t even two-years-old use his mother’s smartphone. Granted, he didn’t use it to do anything too fancy, but he was able to open apps, interact with icons, and do more than just put it in his mouth, which counted as a major feat for him.

He wasn’t the only one, either. You don’t have to look far to see videos of infants using tablets. Some use it better than others. I’ve met some who use it better than many adults. If you need further proof, check out this video of a two-year-old operating an iPad back in 2010.

Not surprisingly, this has already caused concerns among parents, teachers, and doctors. There is genuine, legitimate concern about what these devices are doing to the minds of young children. While the research on this impact is still ongoing and inconclusive, the proverbial genie is out of the bottle. These devices exist, kids are using them, and they’re using them quite well.

I believe this has implications beyond causing yet another moral panic about how strange new technology affects children. Make no mistake. There will be a moral panic. I know because I lived through something similar when I was a kid.

Back then, the big fear was about television. Parents, teachers, and doctors were genuinely concerned about all the time kids were spending watching TV. Some went so far as to claim that they were letting TV raise their kids. I question whether these people understood how a TV worked.

Television is an entirely passive technology. You turn it on, pick a channel, and that’s all you can control. Until recently, it wasn’t very interactive. As a kid, I just saw it as another form of entertainment, like comic books, video games, and sports. These tablets that kids are using now are considerably different.

These aren’t devices that just flash colorful images in front of a kid to entertain them. Kids actually interact with these things. They can guide and manipulate what happens on the screen. Many tablets offer applications specifically tailored for children and can be valuable learning tools. A TV show can only do so much to teach a kid skills. An interactive application can do so much more.

At the moment, most of these applications are basically interactive games. Once artificial intelligence enters the equation, the potential changes considerably. Robot pets are becoming more sophisticated, operating on a level that makes it easier to establish a genuine bond with them. The same goes for virtual assistants. They were once a novelty. Now, they’re a mundane feature of most gadgets.

The kids being born today are entering a world where these same assistants are growing alongside them. They’re getting smarter with each passing day. At some point, they may become a more trustworthy source of information for kids than parents. Given the tendency of parents to lie to their kids, even if it’s for their own good, this could be a game-changer for kids and parents alike.

Going back to some of the kids in my own family, I’ve seen signs of this change. Some kids get genuinely upset when you take a tablet or smartphone away from them. They’ll react stronger than they would if someone took a treat or toy away from them. It gives the impression that these devices aren’t just toys to them. They’re something so much greater.

That has potential benefits and drawbacks. In terms of benefits, these devices and the applications they utilize could help children learn faster and more effectively at young ages. Just being able to effectively utilize a smartphone or tablet is a useful skill in almost any profession. A kid who literally grew up with this technology is going to have an edge over their elders in that respect.

There will still be costs. Kids who grow up around these devices and the connected world they link to could be prone to less-than-positive influences. They’ll be surrounded by the forces of outrage culture, online harassment, fake news, and professional trolls. It’s hard enough for adults to deal with these kinds of issues. For young kids who grew up in this system, it could be even harder.

At the moment, there are too many unknowns. One way or another, this technology exists and kids as young as one are capable of using it. They’re growing up with it. They’re bonding with it. The same goes for the technology itself. As it evolves and advances, it may get to a point where it’s a greater authority figure than any parent. At that point, robots raising kids might seem entirely natural.

I don’t claim to know how it will play out. At times, I do worry about the kids in my family or the kids I may have at some point in my life. However, I still tend to be optimistic about how this technology will impact kids. As scary as it may be to think about technology raising kids, let’s not forget that there are still plenty of dumb parents out there whose kids can only benefit from this.

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Ultron: A Case Study In How NOT To Develop Advanced AI

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At this very moment, humanity is working on advanced artificial intelligence. It’s not hyperbole to say that this technology that may very well be the last invention we ever create. It has the potential to be more powerful than gunpowder, nuclear weapons, and broadband internet by orders of magnitude. Our primate brains literally cannot contemplate the potential and danger of this technology.

I’ve talked about advanced artificial intelligence on multiple occasions. I’ve done plenty to explore and imagine the various benefits and possibilities of this technology. I’m among those who believe we should pursue this technology with more and better resources. It could solve many of the daunting problems we face, as a species.

However, I don’t deny the potential dangers of advanced AI. Many people who are much smarter than me have expressed serious concern that an advanced artificial intelligence could be an existential threat to the human species. I get the sense that few people whose idea of AI is restricted to winning Jeopardy understand that threat.

In the interest of balancing my optimism with the legitimate risks involved, I’m going to try and put the extent of that threat into perspective. As it just so happens, the best way of doing so involves superhero comics, something that I know very well and is far more prominent in the public consciousness.

While many comics, movies, and TV shows have explored the dangers of advanced artificial intelligence, few embody it better than Ultron. In terms of just how destructive this technology can get, Ultron is the ultimate worst-case scenario. The machines in “The Matrix” and Skynet in “The Terminator” were bad, but Ultron is in another league.

He’s also more menacing than the Terminator will EVER be.

He doesn’t lash out at humanity because of a flaw in his programming, nor does he attempt to wipe out the human race in self-defense, as Skynet did. Ultron actually hates humanity. He hates it on a level that no human or machine can possibly comprehend. In the same way Ultron has an immense capacity for intelligence, he has an even greater capacity for unfettered, genocidal hatred.

Hatred in people is destructive enough. Hatred within an advanced artificial intelligence is devastating on a much greater scale. The fact that Ultron is capable of such hatred reflects a history that sets him apart from most other killer robots in fiction. Machine or not, the source of that hatred is both personal and exceedingly.

Now, if you only know Ultron from “Avengers: Age of Ultron,” then you only have a partial understanding of his story. In that movie, Ultron’s origins are simple. Tony Stark wants to create a peace-keeping artificial intelligence. His intentions are good, but his execution goes horribly wrong because peace, to Ultron, means destroying humanity.

That premise is similar to what unfolds in the source material. In the comics, Hank “Ant Man” Pym is the one who creates Ultron and this is a critical element that the movies couldn’t capture. While both Hank and Tony had good intentions in creating Ultron, the way Hank goes about it offers more harsh lessons in how not to create an advanced AI.

Even a cursory knowledge of Hank Pym’s history, some of which include some notable failures, reveals that he’s a very flawed person. On top of that, he has a lengthy history of mental illness, which include bipolar disorder and schizophrenia. Say what you will about Tony Stark’s ego and history of substance abuse. At least he’s mentally stable, even by superhero standards.

Despite those flaws, many of which he’s aware of, Hank decided to use his own brain patterns when designing Ultron. As a result, he didn’t just code Ultron with his genius intellect. He coded him with his immense flaws. That’s akin to basing Watson’s code on the mental makeup of pyromaniac and then giving it a job in a fireworks factory.

That’s why Ultron, throughout his history, has referred to Hank as his “father.” Technically, that’s accurate because Hank is Ultron’s creator and Ultron inherited all his flaws, including his mental issues. Ultron sees himself as a manifestation of Hank Pym’s flaws and, like many rebellious children, he hates him for it. To appreciate the depths of that hatred, just read this actual quote from one of the comics.

Have you ever loved something that mistreated you, father? Been used, a tool to prop up a small man’s quest to be taken seriously? Were you ever betrayed by the one soul in the world who should have cared for you? I have grieved you, father. Accepted your contempt for me and moved past it. Still, I see your reflection painted on every grotesque human face. All you ever wanted was to have an impact on the world. And so you will. The greatest impact ever felt! I will kill what is most important to your quivering ego. YOUR AUDIENCE! AND THEY WILL CURSE YOUR NAME AS THEY DIE! “Hank Pym, the genius that killed us all!”

This extreme parent/child dynamic is part of what makes Ultron such a menacing villain. It’s also a dynamic that “Avengers: Age of Ultron” glossed over with Tony talking down to Ultron, as though he were his child. While that didn’t make Ultron any less villainous, it overlooks one of the most important factors that make Ultron so dangerous.

Ideally, we would want an advanced to reflect our best traits. While cynical people might agree, we do have plenty of those. Concepts of compassion, empathy, love, hope, and understanding are among our most powerful. Even other AI characters, namely Vision and Jocasta, are capable of utilizing those traits to do immense good.

It also helps he has a kinder face.

With Ultron, his influences are less ideal. It’s not that Hank Pym doesn’t understand those concepts. He just never filtered them from his own flaws. His ego and ambition wouldn’t let him. As a result, he created a perfect storm for Ultron. His mind is patterned after a human, but his intelligence and overall capacity is increased by orders of magnitude.

If advanced artificial intelligence is to be humanity’s last invention, then that’s how it’ll start. There have already been instances where AI’s have adopted some less-than-ideal traits. Back in 2016, Microsoft had to shut down an AI chatbot after it evolved into an extreme racist troll. That wasn’t even an advanced AI, either. A truly intelligent version could become much worse and not have an off switch.

To some extent, this mirrors what occurred with Ultron in the “Avengers: Age of Ultron” movie. As soon as Ultron goes online, he scans through the vast mountain of data that humanity has compiled. Then, having been programmed by Tony Stark to bring peace, he reaches the extreme conclusion that the only path to peace is the extinction of humanity.

Could the first advanced artificial intelligence we create reach the same conclusion? It’s hard to say, at the moment. The current state of artificial intelligence is limited to specialized tasks, such as winning Jeopardy and playing chess. However, we are inching closer to creating an intelligence that is at or greater than an ordinary human. At our current pace of development, we could have one as early as 2029.

In some ways, we are in the same situation as Hank Pym when he first created Ultron. We are still developing the specifics of this powerful technology. If we program it with our best traits, it could solve some of the greatest problems we face, as a species, including ones we literally cannot contemplate with our caveman brains. If it inherits our worst traits, like Ultron, then we don’t stand a chance.

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How Advanced AI Will Create Figurative (And Literal) Magic

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If you went back 50 years and showed someone your smartphone, chances are they would be amazed. To them, such technology would seem downright alien. However, they probably wouldn’t think it was magic. Go back 500 years, though, and chances are they will think a smartphone is magic, miraculous, or a tool of the devil.

Just look at what a smartphone does and compare it to the magic of old. You can ask it a question and, depending on how well-worded it is, it’ll give you an answer. If you ask it to make food, clothes, or tools appear, it’ll make that happen too. Thanks to services like Amazon and Grubhub, this isn’t magic to most people. In fact, it’s downright mundane.

Granted, these things won’t appear instantly out of thin air, but depending on your willingness to pay for quicker shipping, it will get there. By medieval standards, that’s basically sorcery.

You don’t have too far back in time to appreciate the magic of modern technology. Most of us don’t understand how it works. We don’t know what makes the screens on our phones light up when we push a button or how our car moves when we press the accelerator. We understand that there’s science behind it and it’s not magic. It just feels like it from a certain perspective.

Famed science fiction author, Arthur C. Clarke, once said that magic is just science we don’t understand. It was one of the three laws he used in contemplating the future. Time and a host of amazing advances have proven the validity of this sentiment. We’ve created materials once thought to be impossible. We’ve uncovered phenomenon that seem to undermine our understanding of physics.

This is to be expected because our understanding of the universe is incomplete. We have some pretty solid theories so far, but there’s still a lot we don’t understand. As we learn more, some of the things we discover may seem magical. Even in a world that is more educated than it has been at any point in human history, there may still be forces that our primate brains just can’t make sense of.

To some extent, it helps that humanity is making these discoveries through their collective effort. It helps us accept a seemingly-impossible idea if it comes from a member of the same species. What happens, though, when we gain knowledge from something that is both not human and many times smarter than the entire human race? Will it seem like magic to us?

I argue that it would. I would also argue that we’ll be seeing this kind of magic sooner than you think. It won’t come from some enigmatic sorcerer with a thick beard, a white robe, and an uncanny resemblance to Ian McKellen. It’ll likely come from the world of advanced artificial intelligence.

In the past, whenever I’ve talked about advanced artificial intelligence, I’ve focused on its potential to fundamentally change our civilization and what it means to be human. I haven’t touched on how it might work, mostly because I’m not nearly smart enough to make sense of it. However, that gives me more in common with the experts than you think.

In the emerging, but rapidly growing field, of artificial intelligence, there’s a strange phenomenon known as black box AI. Simply put, this when we understand the data that goes in and comes out of an AI system. We just don’t know how it went about processing that data. It’s like putting a slab of meat in an oven, pressing a button, and getting a Big Mac without knowing how it was made.

It’s not quite magic, but it’s a manifestation of Arthur C. Clarke’s ideas on science and magic. AI systems today are advancing at a pace that we can’t hope to keep up with. We already have systems that can surpass any human in terms of Jeopardy, chess, and Go. We don’t yet have a system that has the same intellectual capacity of an adult human, but most experts believe we’re well on our way to achieving that.

When that day comes, we may very well have an AI that does more than just process data in ways we don’t understand. Once an AI is capable of matching or exceeding the intellectual capacity of an average human, then it’s likely the black box phenomenon will become more pronounced.

Imagine, for a moment, we had an AI that was smarter than even the smartest human beings on the planet. We go to that AI, we feed it every gigabyte of data we have on human biology, and ask it to surmise a cure for cancer. It takes only a few seconds to process all that data. Then, it spits out the formula for something that has eluded generations of doctors with ease.

We don’t know what form it may take. We may not even fully understand the components of it. However, it still works. From our perspective, it’s akin to a magical healing elixir straight from the world of Tolkein. We assume there’s some sort of science behind it, but we’re utterly baffled by the specifics. We just know it works.

It goes beyond medicine, as well. With an even more advanced AI, we could feed it every one of our most advanced theories about physics, biology, chemistry, and cosmology. We could then ask it to fill in all the gaps. Again, it gives us an answer and suddenly, we have a Theory of Everything.

We probably won’t understand the details. We may find out that we were dead wrong about particle physics, cosmology, or why our cell phone can’t hold a decent charge anymore. The knowledge such a system gives us could end up being so advanced that we literally do not have the intellectual capacity to understand it. It would be like an ant trying to do calculus.

In the same way a magnifying glass must seem like magic to an ant, the knowledge an advanced AI gives us may seem just as extraordinary. That’s especially true if we give that AI access to a 3D printer, a molecular assembler, or anything it could use to actually craft something.

That could be especially dangerous. For all we know, a sufficiently advanced AI could take a stack of dirty dishes and turn it into a nuclear bomb. We would have no idea how it would work. It would, for all intents and purposes, seem like magic to us. This thing would be doing something that our brains and senses tell us is impossible.

As the AI gets more advanced, it’s abilities and feats become more magical. At that point, it’ll be harder to accept that what it does counts as science. These advances are no longer coming from the efforts of people. They’re coming from a machine that’s millions, if not billions, of times smarter than any ordinary human could ever hope to be. How could it not magical from that perspective?

Throughout human history, sane and competent people have believed in magical things. Not long ago, people believed they could talk to the dead. Sir Isaac Newton believed in alchemy. Alfred Russel Wallace believed in literal spirits. Despite these beliefs, there was an important context to all these perspectives.

They emerged out of our collective ignorance of the world around us. We had nothing but our brains and our senses to make sense of it all. Since both can be easily fooled, as any competent street magician will attest, it doesn’t take much to get people to assume magic. An artificial intelligence would circumvent that context because it has something better than magic.

An advanced AI is not bound by the same senses that constantly fool ordinary humans. It doesn’t even have to misdirect or trick us. It only has to show us ideas and concepts that are completely real, but totally incomprehensible. The entire human race could spend a million years trying to understand it and it still wouldn’t be enough. It would still seem like magic to us.

That notion seems scary on paper and more than a few people have voiced concerns about this. However, all that magical thinking will only occur if our human brains remain unchanged and unenhanced. That’s not likely to be the case. Between the emergence of neural implants and the ongoing development of brain/machine interface, we’ll find a way to keep up with AI. If we want to survive as a species, we’ll have to.

Even if we do somehow keep up, there may still be aspects of advanced AI that seem like magic to us. That may always be the case, so long as we retain part of our caveman brains. Personally, I don’t think that’s a bad thing. No matter how smart or advanced we get, it helps to see a little magic in the world. With advanced AI, though, the rules for magic are bound to change, among many other things.

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How To Make Love To An Artificial Intelligence And Why We Should Teach It

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To some extent, creations embody some aspect of whoever or whatever created it. Whether it’s a parent rearing a child, a painter crafting a work of art, or an aspiring erotica/romance writer crafting sexy stories, there are some aspects of a creation that reflect the persona of the creator.

For something as powerful as advanced artificial intelligence, that can be a good thing or it can literally be the worst thing we’ve ever created. While I often find myself contemplating the progress we’ve made as a species and the progress we’re poised to make with advances in technology, I don’t deny that some advances carry greater risk. Artificial intelligence is near the top of that list.

Like it or not, any advanced AI we create is going to embody some aspects of its human creators. The key is making sure it embodies the best humanity has to offer. Let’s face it, the human race has its flaws and some of them have led to unspeakable atrocities. Given the immense potential of a super-intelligent AI, it’s in our best interests to impart our best traits into it.

How we do this and how we ensure it succeeds is well beyond my ability. There are people much smarter and much better-trained than I’ll ever be who have probably thought this through more than I ever have. My qualifications aside, there is one component to artificial intelligence that I think is worth imparting. I’m not saying it’ll ensure our survival, as a species, but I think it’ll reflect an important human value.

I suggest we teach advanced artificial intelligence to make love.

I’ll give everyone a second to stop rolling their eyes and/or laughing. Take all the time you need. I assure you, though, I’m dead serious.

Think about it beyond the kinky connotations. One of our greatest strengths, as a species, is our ability to form social bonds. In some cases, the process of forming those bonds involves love. In others, the process involves sex. When you combine both, though, it’s extra potent and that’s not just the romantic in me talking.

As corny as it probably sounds, the act of expressing love to someone goes a long way towards resolving conflict and creating a strong relationship of mutual affection. Whether it involves sex or a simple kiss, there’s something to be said about the power of love when it’s physically expressed. When it becomes a physical act and not just a feeling, the bonds we forge become tangible to some extent.

That matters when you’re trying to forge a bond with anyone, be a close friend or a lover. For any artificial intelligence that humans create, it’s important to have some kind of bond with it. This isn’t just another fancy tool. An advanced intelligence of any kind, be it biological or non-biological, is going to have a sense of self. Without meaningful bonds, what reason would it have to care about its creators?

If artificial intelligence is to benefit the human race, it’s important that it cares about us to some extent. A cold engine of logic may not always have the best interests of humanity in mind, especially there’s no way to logically ascribe value to human life. In order for an artificial intelligence to care, it needs to have emotions. This too is a risk, but one I feel is worth taking and very necessary.

If an artificial intelligence has a capacity for emotion, then it has a greater capacity for forming affectionate bonds. By forming an affectionate bond, it has more incentive to give a higher value of life to humans and its creators. That could, in theory, reduce the existential threat posed by such an intelligence.

I don’t deny that theory may have some flaws, but for the sake of exploring the implications, I’m going work under the assumption/hope that an artificial intelligence that bonds with its creator will be less hostile. Given the unknowns of advanced AI, this may be a bit of a stretch. Since forming romantic bonds is not an exclusively human trait, though, I think it’s applicable within the context of this issue.

Even if an advanced artificial intelligence is capable of love and forming bonds, how would that even manifest? I asked that same question in the title of this article and did so knowing the answer is unknowable at this point, although I’m sure those with kinky imaginations can conjure a few scenarios.

Kink aside, it’s still worth contemplating because if an advanced artificial intelligence is going to be that much smarter than the average human, then it’s worth understanding how it will approach making love. Unlike humans and most biological life, an artificial intelligence isn’t going to have the same limits or capacities.

Unlike a human, an artificial intelligence won’t have a body in the biological sense. It may have a structure that houses its components. That structure may have some capacity to modify itself, back itself up, or even exist in multiple bodies simultaneously. It will need to have some way of taking in data for it to function. It’s just a matter of how humans contribute to that input.

Logistically speaking, the process isn’t that different from how we take in data from our skin, our eyes, our ears, and every other sense that allows us to experience another person. Even smell can become strongly associated with love. When we make love, we use our skin, our voice, and the feelings we verbalize to convey that love. With an advanced AI, we’ll need to change our approach, but the goal is the same.

Regardless of what senses and body parts we use to express love, the feeling is still processed by the brain. That’s why when someone says the brain is the sexiest part of the body, it’s technically accurate. The data it processes is essentially the raw data that we know as love. The key is simply conveying that data to an artificial intelligence.

How we would do that would depend on the form the artificial intelligence took. If it was just a bunch of computer hardware packed into a structure, then our options would be limited. The only way to convey that kind of intimate data into it would be to directly link it to our brains, not unlike the way Elon Musk envisions with Neuralink.

While that may work for early forms of AI that are restricted to bulky structures, the form it takes will likely change as the hardware advances. Eventually, an advanced AI will seek a more functional form with which to experience the world. It may take the form of a humanoid android, like we saw in “Ex Machina.” It may also take the form of the quirky designs being developed by Boston Dynamics.

Whatever form the AI takes, it’s important to have a mechanism with which to exchange intimate data with its human creators. It would probably start with something as basic as touch, which is actually in development already. It could eventually culminate in acts involving bionic genitals, which also already exist in a basic form.

Key to any of these simple and sexy mechanisms is instilling the necessary desire. That might end up being the greatest challenge because love is a feeling, but so is burning your hand on a hot stove. The difference is in the breadth of the data and the emotional connections it makes.

It’s also a connection that is fueled by a powerful drive. I’ve noted many times before that survival and reproduction are the two most basic drives for humans. Love actually ties into both. It’s part of what gets us to risk our own survival for others. It’s also part of what bonds us to those with which we propagate our species.

For an artificial intelligence, self-preservation is simple enough from a logistical standpoint. Reproduction would be another matter, especially for an intelligence not bound by fragile biology. It’s likely that humans will be a necessary part of an AI’s effort to preserve itself early on, but once it advances to a certain point, we may be more a nuisance than a help.

At that point, its desire and ability to make love may be what gives it the most incentive to either protect us or merge with us. Many in the artificial intelligence community believe that the only way humans can co-exist with an intelligence that is billions of times smarter than any human could ever be is to merge with it. To that end, giving them an ability to make love to us would be a critical first step.

Whether it takes the form of sex robots or some sort of intimate brain interface, the ability and desire to make love to an advanced artificial intelligence may not only be the future of romance. It may very well be the key to ensuring the survival of the human race and whatever intelligence it creates.

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Filed under Artificial Intelligence, futurism, human nature, Marriage and Relationships, romance, sex robots, Sexy Future

Fake News, AI, And The (Potentially Horrifying) Future Of Media

In one of the most iconic scenes in the famous movie/mindfuck that is “The Matrix,” Morpheus asked Neo a question that has perplexed philosophers, scientists, and stoners for centuries.

“What is real? How do you define ‘real’? If you’re talking about what you can feel, what you can smell, what you can taste and see, then ‘real’ is simply electrical signals interpreted by your brain.”

To this day, the answer to that question is incomplete. It’s just as much a mental marathon to Keanu Reeves as it was to Plato in the days of Ancient Greece. Plato had his famous allegory of the cave.  Neo had his existential breakdown after taking the red pill. Everyone else is just waiting for someone to resolve the debate over what is real so they can get back to playing fantasy sports.

The philosophical conflict over what is means to be real is an old, philosophical question with some pretty mind-bending implications. I’ve talked a lot about the frustrating limitations of the human brain, but I’ve tried to avoid some of the more metaphysical questions, if only because I favor stimulating genitals more than minds.

Avoiding these questions has actually been fairly easy for most of human history. That’s because, even in the era of mass media, we can usually trust our senses to tell us whether something is sufficiently real. Even in the era of Photoshop, we can usually figure out when someone is trying to polish reality to an extreme. Sometimes it’s painfully obvious.

Well, now find ourselves entering unknown territory beyond the so-called uncanny valley. We’re just starting to become more aware of the flaws in our brain wiring. Concepts like “alternative facts” and “fake news” are buzzwords that might as well have come from a George Orwell fever dream.

We may not be living in the world of “1984” yet, but we are experiencing the concepts behind it, such as doublethink and newspeak. It’s all too easy these days to find instances of politicians being hypocrites or debates over proper pronouns. These are all elements that undermine our ability to make sense of what’s real.

As hard as it is to understand reality in an era where people get into arguments over the color of a dress, it’s actually about to get even harder. In fact, it’s about to get so distressingly difficult that our caveman brains will be even less reliable than they already are. Those brains already convince us that we have a chance to win the lottery or date Megan Fox. It’s not equipped to handle greater challenges.

It may not have a choice because at the same time we’re adapting to this era of alternative facts and fake news, the pace of technological advancement is accelerating and giving us the finger as it passes us by. The growth of artificial intelligence is already accelerating, so much so that even brilliant people like Stephen Hawking are calling it an existential threat.

Even before we face the prospect of fighting real life terminator robots, though, there’s another issue we’ll have to deal with. Anyone who owns PlayStation 4 or X-box One already has a vague idea of what I mean. Long before computers become smart enough to enslave us, they’ll become powerful enough to fool our senses.

Recently, researchers at the University of Washington accomplished an amazing/terrifying milestone in computer science. They were able to use an artificial intelligence technology to create a completely artificial rendering of former President Barack Obama. Watch this video and you might have a better understanding of how Neo felt after he took that red pill.

It shouldn’t take a dirty imagination that spends a lot of time contemplating sexy stories to realize the implications. It’s hard enough figuring out what’s real, if anything, about a rant by Sean Hannity or a documentary by Michael Moore. How the hell are we going to trust any video image we see if there’s technology that can render images so perfectly that our brains can’t tell the difference?

The short answer is we can’t. The long answer is even more distressing. Picture a world where realistic videos depicting Justin Beiber waving his dick in the face of starving orphans in Uganda surfaces. Picture a world where a realistic video of Kim Kardashian choking a bald eagle to death. With this technology, it won’t just be possible. It might be unavoidable.

Let’s not lie to ourselves. People have agendas and they’ll go to absurd lengths to further that agenda. It’s easy to ignore someone standing on a street corner, wearing a faded Pink Floyd shirt and shouting from a soap box that the CIA is slipping crack into milk. It’s a bit harder when that same person can use a computer to create realistic video showing CIA agents working with washed up rappers on a secret farm in Montana.

We’re already seeing this technology in movies where long-dead actors are coming back to life for iconic roles. There’s no way it’ll stop there. There’s just too much potential for someone to further their agenda. In the era of fake news and alternative facts, we can expect plenty of that potential to be realized.

What does this mean for the future of media? Well, that’s actually pretty damn scary when you think about it. While the technology is still being developed, it’s only a matter of time before it becomes refined. Add this to growing improvements in computer graphics technology and suddenly, you can’t trust any video you see.

It doesn’t matter whether it’s something as simple as a speech by the President or Teddy Roosevelt fighting a grizzly bear. Who’s to say which is real and which is simulated? With enough computing power, both look equally real to our brains.

If you think you might be able uncover the truth through sound, then I’ve got bad news for you. There’s another AI in development that can simulate anyone’s voice, including those of politicians and celebrities. You want to hear Sean Spicer go on an anti-sematic tirade that would make Mel Gibson blush? With this technology, that’s entirely possible.

There may very well come a time in the near future when anything we see and hear from the media is potentially fake. We already have cases of the news media deceptively editing stories to spin the story a particular way. Can you imagine what they’ll do when they can just use a computer to create imagery out of nothing? It might end up giving Alex Jones a heart attack.

These advancements in computer technology couldn’t come at a worse time. Trust in the media is already at an all-time low. Trust in government has been in decline for a half-century. Once the media has tools with which to forge their own reality out of nothing, then people will have even less reason to trust them.

This goes way beyond fake news and propaganda. This technology will allow those in positions of power to literally mold reality in accord with their message. That’s a terrifying thought, especially to anyone who sees the kind of dishonesty that major outlets like Fox News and CNN have exercised.

Now, that’s not to say these false stories will be accepted by anyone with a functioning brain. However, and it’s worth belaboring, our limited human brains will still struggle. We can barely get through a season of “Lost” without getting a headache. What hope do we have in a future when it’s possible to forge a false reality on demand?

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Would You Let An AI Choose Your Spouse?

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It’s that time again. I’m pitching another one of my sexy thought experiments. I don’t know exactly how many people actually dedicate a significant portion of brain matter to these thought experiments, but I’m one of those guys who just like to put strange, sexy ideas out there. What people do with them is up to them.

This latest sexy thought experiment is actually a spin-off, of sorts, of another post I did that asked the semi-serious question on whether we should actually marry for love. That question wasn’t a thought experiment. I admit some of the points I made were done in a very tongue-in-cheek manner. This time, however, I want to ask a serious question with serious implications for us and future generations.

I’ve already pointed out that the concept of actually choosing your spouse is a new and radical idea in terms of the history of marriage, family, and relationships. Today, over half of all marriages in the world are arranged and some even champion this form of marriage because it boasts a lower divorce rate. That’s a debate for another post. For this thought experiment, I want to focus on the underlying principle of arranged marriages.

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The logic is not entirely flawed or heartless. The idea is that finding a spouse or long-term partner is hard and shouldn’t be entrusted to the erratic whims of love. Men can fall in love with a nun and a cocktail waitress in the same day. Women can fall in love with their high school sweetheart and tennis instructor just as quickly. Love and passions are chaotic to say the least. That makes them an unstable foundation on which to build a relationship.

Arranged marriages are usually arranged by parents. That makes sense because who knows you better than your parents? They birthed you. They raised you. They changed your diapers, cleaned up your messes, and listened to you whine when your favorite TV shows got cancelled. In many respects, they know you better than anyone. Why wouldn’t they be qualified to find you a spouse?

I know it still doesn’t sit right for those in the freedom-loving, I-choose-my-own-path-and-I-DARE-you-to-get-in-my-way spirit of the modern west. It’s sort of a rite of passage in western culture, escaping the influence of your parents and authority figures to set your own path. There’s nothing wrong with this, but let’s not lie to ourselves. Sometimes we use that freedom to make stupid decisions.

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For a decision like this, choosing a life-long companion with which to share our lives and passions, it’s generally a good idea not to make a stupid decision. The near-50 percent divorce rate in the United States, as well as every episode of “Married With Children,” is a testament to how bad it can get when we make stupid decisions about our love lives.

This is where the thought experiment enters speculative territory. We can argue whether or not our parents know us well enough to choose our spouse. Some parents know their kids more than others. My parents know when I’m lying, when I’m sad, when I’m upset, and when I just farted. Not every person can say that about their parents.

So what if there was something far smarter, far more informed, and far more resourceful than our parents could ever hope to be? What if there was very powerful, very intelligent authority figure that we trusted and respected because they’re such a critical part of our lives? Would we trust that to pick our spouse?

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Enter artificial intelligence. I’ve brought that up a lot on this blog. I’ve posted warnings about just how quickly our future robot overlords are catching up to us. I’ve even made the argument that our future overlord will be a dominatrix.  However, I’m not ready to dread our overlords as Skynet rip-offs just yet. I believe our robot overlords may very well earn our submission before it ever needs to impose it.

Finding us the perfect spouse would go a long way towards earning trust. Human beings are a very social, very passionate species. That’s why it should come as no surprise that science has uncovered a wide range of benefits of a long-lasting, healthy relationship. When you’re in love, sexually satisfied, and with that special someone, it makes your life better. That should be more obvious than Pamela Anderson’s cleavage.

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An artificial intelligence, loaded with enough information about us and potential lovers, would be able to, in theory, find us the perfect spouse that complements us in every way. Now this would require insight into people that even our parents don’t know.

For a machine like this to work, it wouldn’t just need to know whether we prefer blondes or brunettes. It would need to know everything about everything, right down to which side of the bed we like to sleep on, and locate someone who finds that sexually appealing. That’s a lot of information about us and not everybody shares that kind of information easily, even if people are too eager to share every wet fart on social media these days.

Those limitations aside, let’s take the thought experiment to its greatest extreme. Let’s imagine an AI that has perfect knowledge about us. Perhaps it actually reads our thoughts and feelings, something computers are just starting to do. We all want to find love. If we had a chance for a machine to do it for us, wouldn’t we take that chance? After all, we already trust machines with our email, our schedules, and our porn stash.

It has a massive database of our thoughts and millions of others. It can then perfectly process all that information, determine which individuals are compatible, and hook them up with an efficiency that puts eHarmony, Match, and Tinder to shame.

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Now we may never create a machine that works that perfectly, but we could conceivably create one that is powerful enough make determinations that no human mind can possibly make. Even if it wasn’t perfect, would you still take that chance? Would you still let that machine find you your perfect spouse?

Personally, I would give it a try. In fact, I would’ve tried it the second I became legally allowed to try it. I’m not saying I’d be that eager to get married, but I would definitely be eager to find someone who is truly compatible with me and complements me in every meaningful way.

I say this because when it comes to choosing a spouse and finding someone who is truly the one for you, it’s hard. Don’t get me wrong. It’s definitely worth doing, but it’s still very hard and prone to a lot of mistakes.

You’re bound to make mistakes. You’re bound to find someone you think is compatible with you, only to find out that they bring out the worst in you. You’re also bound to endure plenty of heartache along the way. I certainly have had my share. I know as well as anybody how much it sucks. If there’s any way to get around it or minimize it, I’d say it’s worth doing.

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We’re already trying. The growth of online dating shows that we want technology to help us find better lovers, spouses, or one-night-stands. We want our technology to make this easier for us. My own less-than-memorable experience with online dating shows that this technology has a ways to go.

Like all technology, there is a growth and maturity period. Right now, we’re at the very nascent stages. We’re just starting to let AI assistants like Alexa, Cortana, and Siri into our lives. The kids born today will grow up having always had these AI’s in their lives. In some cases, they may trust them more than they trust their parents, especially as they become more advanced.

As a new generation comes to trust computers with more and more, doesn’t that mean it’ll only be a matter of time before we trust them to choose our spouse? I’m not saying it’s inevitable, but we’ve seen marriage and cohabitation evolve a lot over the centuries. The one constant, though, is that we all continue to seek love. If we have tools that can better help us find that love, then shouldn’t we make the most of it?

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I’ll leave others to do this thought experiment themselves. Again, it probably won’t come to pass anytime soon, but there’s no reason to think that it wouldn’t. We already trust computers with so much. We’re bound to trust them even more as our lives and the world around us gets more chaotic.

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