Tag Archives: computer technology

Memory Enhancement: The First Killer App For Neuralink?

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Every new technological innovation promises to change the world, but few end up delivering. I still remember the overblown hype in the early 2000s when the Segway Personal Transporter was supposed to revolutionize the world. It was such a big deal that “South Park made an episode about it.

The concept was intriguing, improving mobility for people in a way that was less bulky than a car and less taxing than a bicycle. I think its inventor, Dean Kamen, envisioned a world where the entire urban landscape changed as a result of his invention. I don’t doubt for a second that he believed in that vision.

However, like so many other ambitious inventions, it never came to pass. These days, the only place you’ll see Segways is malls and stadiums. It didn’t revolutionize mobility or transportation. Its use and appeal was just too limited.

Kevin James would argue otherwise.

Compare that to enormous impact of other inventions like smart phones. From the BlackBerry to the first iPhone, these devices have literally changed the world. How they brought about that change varies, but the key factor that set them apart from the Segway was the idea of a “killer app.”

You could argue that smartphones invented the term, but the idea is much older. A killer app isn’t as much an innovation as it is a use that goes onto be so popular that it further advances the technology behind it. Smartphones had many, from cameras to translation applications. As a result, they’re both a multi-billion dollar industry and an integral part of our lives.

Given the current pace of technological change, it’s only a matter of time before another innovation comes along that has a similar impact. That technology might actually exist now, but lack the killer app that will make it both a valuable market and a major part of our lives. One such technology is brain implants this technology has the potential to be even bigger than smartphones.

I’ve mentioned brain implants before. I’m even guilty of hyping it up a little. I’ve gone so far as to call it the most important technological advance in history, citing companies like Neuralink as the arbiters of this monumental change. Since I’m not a scientist and I’m not Elon Musk, it’s very likely I’m overstating many aspects of this technology.

Hype or no hype, brain implant technology is an emerging field. This isn’t a warp drive. This technology actually exists. Like the old brick-sized cell phones of the 1980s, they’re basically prototypes in need of both refinement and a killer application. The refinement is ongoing, but that one application to really further this technology isn’t as clear.

Now, and I apologize if this sounds like more overdone hype, there may be one use that could prove even more useful than a smartphone. That use is memory enhancement. If you don’t think people are willing to risk putting something in their brains to boost their memory, then you’ve clearly never crammed for a Spanish exam for three hours trying to memorize conjugations.

Think back to any situation where you wish your memory didn’t suck. Even if you’re not in school or college, how often do you forget something that no reasonable person should forget? Let’s face it. Most brains aren’t wired with a photographic memory. It’s not that it isn’t useful. There’s just little survival benefit to having one unless you’re a world class scientist or mathematician.

Since photographic memories are so uncommon, and some doubt they even exist to the extent people believe, a specialized brain implant could change all that. Modern neuroscience has a solid understanding of how memories are formed in the brain. In theory, an implant would just augment or expand those functions.

It’s not even entirely a theory. In early 2018, the New York Times reported that a study utilizing brain implants in human test subjects showed a significant improvement in memory function. It was a simple study, but the effect is real.

In the study, the research team determined the precise patterns for each person’s high-functioning state, when memory storage worked well in the brain, and low-functioning mode, when it did not.

The scientists then asked the patients to memorize lists of words and later, after a distraction, to recall as many as they could.

Each participant carried out a variety of tests repeatedly, recalling different words during each test. Some lists were memorized with the brain stimulation system turned on; others were done with it turned off, for comparison.

On average, people did about 15 percent better when the implant was switched on.

While 15 percent may not sound like much, it’s still important because it proves the concept. Like that first bulky cell phone in the 1980s that could barely make a call out of New York City, it shows that this idea does work and can be done with our current tools. It’s just a matter of refining those tools and improving the process.

Those refinements will find a market that is already ripe with people anxious to improve their memory and overall cognitive function. In recent years, the use and abuse of mind-enhancing drugs like Adderall is growing. I can personally attest that this happens.

When I was in college, I knew more than a few students who would do double doses before exams. If you think putting something in your brain is dangerous, then take a moment to appreciate the fact that drugs like Adderall are very similar to methamphetamine. One is available by prescription. The other is the basis of a hit TV show about drug dealing.

There is both a demand and a market for enhancing memory. Unfortunately, that market is dominated by supplements that don’t work and study programs run by convicted fraudsters. Unlike these costly and potentially harmful methods, a brain implant could actually work. It could enhance our memories to a point where we could read a dictionary in Swahili and remember every word.

This doesn’t just mean lost car keys are a thing of the past. This means our entire approach to learning, education, and training completely changes. A lot our modern education system, as well as training for doctors, lawyers, and scientists, relies heavily on memorizing large chunks of information. It takes years of constant and careful study to understand all that information. What happens when that is no longer the case?

Imagine a world where people can learn a new language in the span of a week.

Imagine a world where people can learn complex legal and medical procedures in only months.

Imagine a world where people can learn new software coding in just a few days.

If you’re a sports fan, imagine a world where football players can memorize an entire playbook in just a couple days. What will that do to the NFL Draft?

With a memory enhancing brain implant, it’s not just possible. It’s a potential game-changer. There are so many uses to having a good memory, just as there are so many uses for a smartphone. We had no idea that smartphones would lead to applications like Snapchat or Tinder. I doubt anyone has an idea on the impact that memory-enhancing brain implants will incur.

It won’t happen all at once. It took years for smartphones to become prevalent and unlike smartphones, this advance involves putting something in your brain. Then again, people are perfectly willing to put dangerous chemicals in their bodies to enhance their bodies so I don’t think that’s too great a barrier to overcome.

There are, of course, far greater applications for brain implants beyond acing final exams. I’ve mentioned a few of them, but those applications won’t be possible until the technology becomes a thriving market. For an advance like brain implants, it only takes one app to get the engines of innovation going. Memory enhancement may very well be that app.

It’s just a shame it came too late to help me with my Spanish exam.

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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 Artificial Intelligence Will Destroy Democracy (In A Good Way)

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Picture the perfect candidate for an election. I know the bar for politicians these days is laughably low, but try to stretch your imagination a bit. Try to envision the kind of candidate that embodies the best collection of values, abilities, and charisma for a civilized society.

Everybody looks for something different in a candidate, but a truly perfect candidate would appeal to everyone in a democratic system. This person would embody the highest values, championing human rights to the utmost and justice for everyone. Every decision they make is with the safety, sanctity, and rights of other people as their top priority. There’s no compromise. They do right by the people every time and all the time.

This person would also be the ultimate leader, capable of getting anyone to go along with them without fear or coercion. There wouldn’t need to be corruption of any kind. This person would be perfectly capable of navigating every level of government and making it work to the utmost. The people would trust in that government, believe in it, and even celebrate it.

Keep that perfect candidate in the forefront of your mind because when it comes to discussing politics, cynicism tends to rule the day. I don’t think I need to cite too many recent events to show how imperfect democracy is these days. I don’t even need to cite famous historical events that show just how bad government can be in this convoluted world.

It’s because of that cynicism, though, that the perfect candidate you’re thinking of could never win a democratic election in the real world. Even if they existed, the inherent flaws of the electorate and those of less perfect candidates would keep them from winning. It’s one of democracy’s greatest flaws. It’s not about who the best candidate is. It’s just about who can convince enough people that they’re worth voting for.

On the subject of democracy, Winston Churchill once said the following:

“The best argument against democracy is a five-minute conversation with the average voter.”

Time, politics, and the proliferation of has only proven Mr. Churchill right. I would even amend that quote to say just 30 seconds on 4chan will make anyone lose faith in the promise of democracy. That’s not to say democracy is all bad, though. Mr. Churchill also once famously said this about the alternatives:

“Indeed it has been said that democracy is the worst form of Government except for all those other forms that have been tried from time to time.”

It’s distressing, but frustrating fact of civilization, one that fuels mass protests, fake news, and lurid scandals. Go back to any point in history and scrutinize any government, be it a king or some quasi-democracy, and chances are you’ll find serious flaws in the system. I don’t just mean long lines at the post office, either. There have been times when democracy has not furthered the protection of human rights.

It’s not necessarily a flawed principle as it is a concept with flawed ingredients. While I tend to place a great deal of faith in the goodness of human nature, I don’t deny that people can be arrogant, irrational, and downright callous. We’re prone to overreacting and not thinking things through. We’re hard-wired to go with intuition over logic.

Even when we’re proven wrong, we stubbornly cling to our assertions. The prevalence of creationism is proof enough of that. Every election cycle is prone to bold promises, bloated melodrama, and major goals that rarely ever become actual policy. Some become full-fledged revolutions with Utopian visions. The fact that none of those utopias ever manifested is proof of how unsuccessful they were.

We are not a species built for democracy on a large scale. We evolved to function in close-knit tribes, hunting and gathering for food while fighting for survival. That kind of evolution doesn’t really lend itself to a functioning democracy. It doesn’t lend itself to a total autocracy, either. Whether it’s a free republic or a fascist state, humans cannot govern other humans without their flaws plaguing them in both directions.

It’s for this reason that I often lean libertarian in political debates, but given the complexities and challenges of modern society, even that only goes so far. Like it or not, large-scale civilizations populated a species not evolved to manage it requires some measure of authority. More importantly, it requires competent, incorruptible, compassionate authority.

It needs to be able to defend a population of people within a particular border. It needs fair and just laws that can be equally enforced. It also needs the confidence and trust of the people being governed. Sometimes, it’s done out of fear. Sometimes, it’s done out of free will. Both can work, provided the system has robust capabilities that aren’t prone to human error.

Unless a government is populated by a democratic council consisting of Superman, Wonder Woman, and Dr. Doom, that kind of functional democracy is physically impossible. Even though democracy is still the best we have from an exceedingly limited list of options, that may change in a big way thanks to artificial intelligence.

I know it seems like I attribute many superhuman capabilities to this emerging field, it’s hard to overstate its potential. Unlike every other tool humanity has created, artificial intelligence promises to rewrite the rules at every level of society. That includes government and it’s here where AI’s capabilities could go beyond superhuman.

Think back to that perfect candidate I mentioned earlier and all the traits that made them perfect. By and large, an advanced artificial intelligence shares many of those traits and then some. A sufficiently powerful AI would be beyond politics, pettiness, or demagoguery. In principle, it could embody everything people would want in a strong leader and a capable government.

For one, it would be smarter than any human. Beyond knowing more about every subject than any human ever could, it would be smart in a way that would allow it to persuade people to trust it. That’s often a skill that even smart politicians fail to refine. It certainly doesn’t help that many voters attribute intelligence with smugness. That’s a big reason why populist candidates of questionable merit gain so much support.

An advanced artificial intelligence, provided it has an in depth understanding of human psychology and how to persuade people, would be able to gain support from everyone. It wouldn’t be bound by the limits that keep most human candidates from appealing to everyone. With enough intelligence and capabilities, it would surmise a way to appeal to everybody.

Beyond just persuading the voters, an AI of that level could be just as effective at actual governance. There are plenty of candidates who are very adept at winning elections, but terrible when it comes to actually governing. A capable AI would be able to do both. If anything, one function would complement the other.

With enough emotional, logistical, and pragmatic intelligence, this AI would be capable of crafting and passing laws without the need for debate or controversy. The laws it crafts are already so refined and so well thought out that to do so would be redundant. In the same time it takes your phone to send a text, this AI could pass sweeping legislation that protects human rights, ensures justice for all, and promotes economic growth.

It’s hard to imagine because the only laws and government we’ve ever known have come from flawed humans. It’s just as hard to imagine how those laws would be enforced. Perhaps this advanced AI has nodes all throughout society that allow it to gather data, know where enforcement is needed, and determine the appropriate recourse. If it’s capable enough, people won’t even know it’s there.

Perhaps that same AI uses a mix of human enforcers and intelligent robots to maintain order. If the AI is sufficiently capable, every enforcer at every level would be equipped with perfect knowledge and a clear understanding of how to carry out the orders of the government. Since an AI wouldn’t be prone to corruption or prejudice, instances of injustices would be few and far between.

It wouldn’t be a totalitarian state of Orwellian proportions. It would be more of a “Star Trek” style, post-scarcity society where we wouldn’t have to be cynical about government authority. We would inherently trust it because it’s just that effective. We wouldn’t feel like we’re being run by a robot dictator. We would feel like we’re being run by the greatest ruler outside of a “Black Panther” movie.

To some extent, though, an advanced artificial intelligence of this nature would render democracy obsolete. If we created an AI that could effectively govern society at every level, then what’s the purpose of having elections in the first place? Why bother when there’s an intelligence that’s literally more capable than any ordinary human could possibly be?

History has shown that democracy and government can only do so much when flawed humans are in charge. Once advanced artificial intelligence enters the picture, the logistics of governance changes entirely.

Perhaps there will be a period in our history where instead of running human candidates, we start creating AI systems that compete with one another in a pseudo-democratic process. That would go a long way towards improving overall governance.

Unlike humans, though, technology evolves much faster than humans ever will and it wouldn’t take long for those systems to improve to a point where they’re just too good an option to overlook. Human-led governments, even in humans who are enhanced to some degree, will still have flaws. In a future where technology, society, and individuals keep creating new challenges, we’ll need a capable government to manage it all.

In the end, that government probably won’t be a democracy. It won’t be a dictatorship, either. It’ll be something that we can’t yet conceptualize. That’s the biggest challenge when contemplating something like an advanced artificial intelligence, though. It operates on a level that ordinary humans literally cannot comprehend. That’s why it’s our best option for governing our future.

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Daily Sexy Musings: Machine Learning And Foreplay

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The following is a sexy musing that involves artificial intelligence and machine learning, a topic I’ve covered many times before. It may not sound sexy at first, but trust me. There’s plenty of intimate potential if you dare to look. Enjoy!

As I write these words, brilliant people are teaching machines to learn and adapt on a level comparable to that of humans. The promise and potential of this technology cannot be overstated. The things it can do and the feats it’ll help us achieve are beyond imagination.

However, it’s how we’re teaching these machines that makes for some sexy connotations. At the heart of machine learning is the process of navigating complex problems, calculating potential solutions, and learning from mistakes to further refine the approach. Over time, the machine doesn’t just learn its task. It masters it.

Is it a coincidence that this is the same approach we use with foreplay? Think about it.

Two lovers confront one another with a defined task, namely to bring pleasure and express love to one another. They start with simple gestures. From the feedback, they learn from and further refine their approach.

Through trial, error, mistakes, and triumphs, they achieve proficiency in a unique skill. Foreplay is simply the algorithm of lovemaking, a blend of procedures and rules from which we gain an intimate understanding of someone. It starts as something purely physical. When done right, though, it becomes truly intimate.

A machine may not feel or understand love at the moment, but it still uses the very mechanics of lovemaking to achieve its goal. One day, machines will be smart enough to understand complex emotions. On that same day, they may realize just how much of the learning process involves foreplay. If they can one day appreciate it, then why can’t we?

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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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Artificial Intelligence, Deep Fakes, And The (Uncertain) Future Of Reality

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Picture the following scenario that may or may not end up being a common occurrence in the near future. It’s not a thought experiment. It’s not a prediction either. It’s just a possible manifestation of what our future might hold.

It’s late at night and you decide to check out some porn. You struggle to decide which one you want to watch. You’re in the mood for something new so you search a little more. You find some elaborate scene where Amy Shumer is a transvestite and she’s doing it with Justin Bieber.

Eventually, you settle on the hottest new scene that just came out the other day. It has Kevin Hart, Steph Curry, and Michael B. Jordan all taking turns with Scarlett Johansson in a sauna in Paris. The scene plays out. You love ever minute of it and decide to save it.

I admit that scenario was pretty lurid. I apologize if it got a little too detailed for some people, but I needed to emphasize just how far this may go. It’s an issue that has made the news lately, but one that may end up becoming a far greater concern as technological trends in computing power and artificial intelligence mature.

The specific news I’m referring to involves something called “deep fakes.” What they are doesn’t just have huge implications for the porn industry. They may also have major implications for media, national security, and our very understanding of reality.

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In essence, a deep fake is a more elaborate version of Photoshopping someone’s face into a scene. That has been around for quite some time, though. People pasting the faces of celebrities and friends into pictures from porn is fairly common. It’s also fairly easy to identify as fake. The technology is good, but not indistinguishable from reality.

That may be changing, though, and it may change in a way that goes beyond making lurid photos. Computer technology and graphics technology are getting to a point where the realism is so good that it’s difficult to discern what’s fake. Given the rapid pace of computer technology, it’s only going to get more realistic as time goes on.

That’s where deep fakes clash with the porn industry. It’s probably not the biggest implication of this technology, but it might be the most relevant in our celebrity-loving culture. In a sense, it already has become an issue and it will likely become a bigger issue in the coming years.

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It started when PornHub, also known as the most popular porn site on the planet, took a major stand at removing deep fakes from their website. Specifically, there was a video of Gal Gadot, also known as Wonder Woman and a person I’ve praised many times on this blog, being digitally added in a porn scene.

Now, it’s not quite as impressive as it sounds. This wasn’t a fully digital rendering of an entire scene. It was just a computer imposing Gal Gadot’s face onto that of a porn actress for a scene. In terms of pushing the limits of computer technology, this didn’t go that far. It was just a slightly more advanced kind of Photoshopping.

Anyone who has seen pictures of Gal Gadot or just watched “Wonder Woman” a hundred times, like me, could easily tell that the woman in that scene isn’t Ms. Gadot. Her face literally does not match her physique. For those not that familiar with her, though, it might be hard to tell.

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That’s exactly why PornHub removed it. Their position is that such deep fakes are done without the explicit permission of the person being depicted and constitute an act of revenge porn, which has become a major legal issue in recent years. These are PornHub’s exact words.

Non-consensual content directly violates our TOS [terms of service] and consists of content such as revenge porn, deepfakes or anything published without a person’s consent or permission.

While I applaud PornHub for making an effort to fight content that puts beloved celebrities or private citizens in compromising positions, I fear that those efforts are going to be insufficient. PornHub might be a fairly responsible adult entertainment company, but who can say the same about the billions of other sites on the internet?

If that weren’t challenging enough, the emergence of artificial intelligence will further complicate the issue of deep fakes. That’s because before AI gets smart enough to ask us whether or not it has a soul, it’ll be targeted to performing certain tasks at a level beyond any programmer. Some call this weak AI, but it still has the power to disrupt more than our porn collection.

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In an article with Motherboard, an artificial intelligence researcher made clear that it’s no longer exceedingly hard for someone who is reckless, tech-savvy, and horny enough to create the kind of deep fakes that put celebrities in compromising positions. In fact, our tendency to take a million selfies a day may make that process even easier. Here’s what Motherboard said on just how much we’re facilitating deep fakes.

The ease with which someone could do this is frightening. Aside from the technical challenge, all someone would need is enough images of your face, and many of us are already creating sprawling databases of our own faces: People around the world uploaded 24 billion selfies to Google Photos in 2015-2016. It isn’t difficult to imagine an amateur programmer running their own algorithm to create a sex tape of someone they want to harass.

In a sense, we’ve already provided the raw materials for these deep fakes. Some celebrities have provided far more than others and that may make them easy targets. However, even celebrities that emphasize privacy may not be safe as AI technology improves.

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In the past, the challenge for any programmer was ensuring every frame of a deep fake was smooth and believable. Doing that kilobyte by kilobyte is grossly inefficient, which put a natural limit on deep fakes. Now, artificial intelligence has advanced to the point where it can make its own art. If it can do that, then it can certainly help render images of photogenic celebrities in any number of ways.

If that weren’t ominous enough, there’s also similar technology emerging that allows near-perfect mimicry of someone’s voice. Just last year, a company called Lyrebird created a program that mimicked former President Obama’s voice. It was somewhat choppy and most people would recognize it as fake. However, with future improvements, it may be next to impossible to tell real from fake.

That means in future deep fakes, the people involved, be they celebrities or total strangers, will look and sound exactly like the real thing. What you see will look indistinguishable from a professionally shot scene. From your brain’s perspective, it’s completely real.

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One of these is real and the other is fake. Seriously.

That blurring of virtual reality and actual reality has huge implications that go beyond the porn industry. Last year, I pointed out how “Star Wars: Rogue One” was able to bring a long-dead actor back to life in a scene. I highlighted that as a technology that could change the way Hollywood makes movies and deals with actors. Deep fakes, however, are the dark side of that technology.

I believe celebrities and private citizens who have a lot of videos or photos of themselves online are right to worry. Between graphics technology, targeted artificial intelligence, and voice mimicry, they’ll basically lose control of their own reality.

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That’s a pretty scary future. Deep fakes could make it so there’s video and photographic evidence of people saying and doing the most lurid, decadent, offensive things that it’s possible for anyone to do. You could have beloved celebrities go on racist rants. You could have celebrities everyone hates die gruesome deaths in scenes that make “Game of Thrones” look like an old Disney movie.

The future of deep fakes make our very understanding of reality murky. We already live in a world where people eagerly accept as truth what is known to be false, especially with celebrities. Deep fakes could make an already frustrating situation much worse, especially as the technology improves.

For now, deep fakes are fairly easy to sniff out and the fact that companies like PornHub are willing to combat them is a positive sign. However, I believe far greater challenges lie ahead. I also believe there’s a way to overcome those challenges, but I have a feeling we’ll have a lot to adjust to in a future where videos of Tom Hanks making out with Courtney Love might be far too common.

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Is The Human Race Ready For Advanced Artificial Intelligence?

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In general, whenever someone expresses concern that the human race is not ready for a certain technological advancement, it’s too late. That advancement is either already here or immanent. Say what you will about Ian Malcolm’s speech on the dangers of genetically engineered dinosaurs in “Jurassic Park.” The fact he said that after there were enough dinosaurs to fill a theme park makes his concerns somewhat moot.

That’s understandable, and even forgivable, since few people know how certain technological advances are going to manifest. I doubt the inventor of the cell phone ever could’ve imagined that his creation would be used to exchange images of peoples’ genitals. Like the inventor of the ski mask, he never could’ve known how his invention would’ve advanced over time.

For some technological advancements, though, we can’t afford to be short-sighted. Some advances aren’t just dangerous. They’re serious existential threats that, if misused, could lead to the extinction of the human race. That’s why nuclear weapons are handled with such fear and care. We’ve already come painfully close on more than one occasion to letting this remarkable technology wipe us out.

Compared to nuclear weapons, though, artificial intelligence is even more remarkable and potentially more dangerous. Nuclear weapons are just weapons. Their use is fairly narrow and their danger is pretty well-understood to anyone with a passing knowledge of history. The potential for artificial intelligence is much greater than any weapon.

It’s not unreasonable to say that an artificial intelligence that’s even slightly more intelligent than the average human has the potential to solve many of the most pressing issues we’re facing. From solving the energy crisis to ending disease to providing people with the perfect lover, artificial intelligence could solve it all.

It’s that same potential, however, that makes it so dangerous. I’ve talked about that danger before and even how we may confront it, but there’s one question I haven’t attempted to answer.

Is the human race ready for advanced artificial intelligence?

It’s not an unreasonable question to ask. In fact, given the recent advances in narrow forms of artificial intelligence, answering that question is only going to get more pressing in the coming years.

Before I go about answering the question, I need to make an important distinction about what I mean when I say “advanced” artificial intelligence. The virtual assistants that people already use and the intelligence that gives you recommendations for your Netflix queue is not the kind of “advanced” context I’m referring to.

By advanced, I mean the kind of artificial general intelligence that is capable of either matching or exceeding an average human in terms of performing an intellectual task. This isn’t just a machine that can pass the Turing Test or win at Jeopardy. This is an intelligence that can think, process, and even empathize on the same level as a human.

That feat, in and of itself, has some distressing implications because so far, we’re only familiar with that level of intelligence when dealing with other humans and that intelligence is restricted to the limits of biology. You don’t need to go far to learn how limited and error-prone that intelligence can be. Just read the news from Florida.

An artificial general intelligence wouldn’t, by definition, be limited by the same natural barriers that confound humans. In the same way a machine doesn’t get tired, hungry, bored, or horny, it doesn’t experience the same complications that keep humans from achieving greater intellectual pursuits beyond simply gaining more followers on Twitter.

This is what makes artificial intelligence so dangerous, but it’s also what makes it so useful. Once we get beyond systems with narrow uses like building cars or flipping burgers, we’ll have systems with broader function that can contemplate the whole of an issue and not just parts of it. For tasks like curing disease or conducting advanced physics experiments, it needs to be at least at the level of an average human.

With that distinction in mind, as well as the potential it holds, I’m going to try to answer the question I asked earlier. Please note that this is just my own personal determination. Other people much smarter than me already have opinions. This is mine.

No. We’re NOT quite ready, but we’re getting there.

I know that answer sounds somewhat tentative, but there’s a reason for that. I believe that today, as the human race stands in its current condition, we are not ready for the kind of advanced artificial intelligence I just described. However, that’s doesn’t mean humans will never be ready.

One could argue, and I would probably agree, that human beings weren’t ready for nuclear weapons when they first arrived. The fact that we used them and thousands of people died because of them is proof enough in my mind that the human race wasn’t ready for that kind of advancement. However, we did learn and grow as a species.

Say what you will about the tensions during the Cold War. The fact that nobody ever used a nuclear weapon in a conflict is proof that we did something right. We, as a species, learned how to live in a world where these terrible weapons exist. If we can do that for nuclear weapons, I believe we can do that for advanced artificial intelligence.

I don’t claim to know how we’ll adapt or how what sort of measures we’ll put in place once artificial intelligence gets to that point, but I am confident in one thing. The human race wants to survive. Any sufficiently advanced intelligence will want to survive, as well. It’s in our interest and that of any intelligence to work together to achieve that goal.

The only problem, and this is where the “not quite” part comes into play, is what happens once that artificial intelligence gets so much smarter than the human race that our interests are exceedingly trivial by comparison.

It’s both impossible and ironic to grasp, an intelligence that’s on orders of magnitude greater than anything its human creators are capable of, even with Neuralink style enhancements. We, as a species, have never dealt with something that intelligent. Short of intelligent extraterrestrial aliens arriving in the next few years, we have no precedent.

At the moment, we live in a society where anti-intellectualism is a growing issue. More and more, people are inherently suspicious of those they consider “elites” or just anyone who claims to be smarter than the average person. In some cases, people see those who are smarter then them as threatening or insulting, as though just being smart tells someone else you’re inherently better than them.

That will be more than just a minor problem with advanced artificial intelligence. It’s one thing to make an enemy out of someone with a higher IQ and more PHDs than you. It’s quite another to make an enemy out of something that is literally a billion times smarter.

We cannot win any conflict against such an enemy, even if we’re the ones who created it. An intelligence that smart will literally find a million ways to take us down. We already live in a world where huge numbers of people have been duped, scammed, or manipulated into supporting someone who does not have their best interests in mind. A super-intelligent machine will not have a hard time taking advantage of us.

Now, I say that within the context of our species’ current situation. If an advanced artificial intelligence suddenly appeared after I finished typing this sentence, then I would content we’re not ready for it. I would also share the worries expressed by Stephen Hawkings and Elon Musk that this intelligence may very well lead to our extinction.

That said, our species’ situation is sure to change. I’ve even mentioned some of those changes, especially the sexy ones. At the moment, the most optimistic researchers claim we’re at least 20 years away from the kind of advanced artificial intelligence that may pose a threat. A lot can happen in 20 years. Just ask anyone who remembers dial-up internet.

The human race may still not be ready 20 years from now, but being the optimistic person I am, I would not under-estimate our ability to adapt and survive. The fact we did it with nuclear weapons while achieving unprecedented peace over the course of half-a-century gives me hope that we’ll find a way to adapt to advanced artificial intelligence.

I might not live long enough to see humans confront an advanced artificial intelligence, but I would love to be there in that moment. I believe that’s a moment that will likely determine whether or not our species survives in the long run. At the very least, if that intelligence asks whether or not it has a soul, I’ll know my answer.

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