Tag Archives: computer technology

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

now-ae452835-2617-420e-b8c3-58b5c4668645-1210-680

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.

Leave a comment

Filed under Artificial Intelligence, biotechnology, futurism, technology

Kids, Technology, And The Growing Bond Between Them

touchscreens-are-bad-for-toddlers-and-babies-sleep

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.

1 Comment

Filed under Artificial Intelligence, Current Events, futurism, psychology, technology

Neuralink Event: Updates, Insights, And (Big) Implications

finalmente-sapremo-neuralink-progetto-segreto-elon-musk-v3-388343

It’s been a while since I’ve talked about Neuralink. There’s a good reason for that. Even though Elon Musk announced the formation of the company back in 2017, there hasn’t been much news, aside from a few cryptic teases. That didn’t stop me from proclaiming it be one of the most important venture of all time and I still stand by that proclamation.

Finally, on July 16, 2019, we got some news from Neuralink that attracted major press coverage. Musk, in an event that was live-streamed, offered some tantalizing details on the state of the company’s research into advanced brain implants. He didn’t announce that they’d perfected it. However, he did make clear that this is not some crazy idea he just scribbled on a cocktail napkin.

The presentation was lengthy and I encourage everyone to check it out. I’m nowhere near as smart, articulate, or successful as Elon Musk. Very few individuals on this planet are. If for no other reason, watch this event to affirm that he’s serious about merging human brains and machines.

If you don’t have time to watch the whole thing, here a few key points:

  • The first use of this technology will be to treat brain disorders
  • The company has over $150 million and almost 100 employees
  • It has made significant strides in crafting advanced electrodes that can be implanted in a human brain
  • The current prototype utilizes chips that can process brain signals
  • The prototypes have proven functional with rats and monkeys

These insights are intriguing, but they’re not going to change the world overnight. It’s not like we’ll be able to order our own brain implants from Amazon by the end of the year. This technology is still in its infancy. We’ve only recently developed computer hardware that can communicate with brain cells. We’re a long way off from functioning on the level of the Borg.

What Musk laid out wasn’t just a vision. He offered specifics, citing where we are with the technology and who will initially benefit. It makes sense for those with brain disorders to act as the first beneficiaries. Aside from the difficulty of convincing most people to have something put into their brains, these implants could be invaluable at helping quadriplegics improve their lives.

It’s not an impossible feat, having brains interact directly with machines. It has been successfully done with monkeys. It’s just a matter of testing, refinement, and improvement. Like cell phones and Lasik surgery, which I’ve had done, the technology will improve once it has a foundation to build on.

Now, we got a glimpse of that foundation and there’s plenty of reasons for excitement. While nobody can predict the future, especially not as well as someone like Elon Musk, there are some major implications for the near and distant future.

Just controlling a computer with your brain is not the endgame of this technology. Musk stated clearly in the event that the ultimate goal is to create an intimate, symbiotic relationship between humans and advanced artificial intelligence. He sees it as a necessary relationship if we’re to minimize the existential threat posed by AI.

Before we get to that goal, though, it’s almost a given that this technology will find other uses and markets. One market that wasn’t mentioned in the presentation, but could prove very lucrative, is gaming.

As much as video game technology has advanced since the early days of Nintendo, the controls haven’t evolved much. We still need a keyboard or a controller to interact with the system. As someone whose reflexes were rarely fast enough while playing Mike Tyson’s Punch Out, I can appreciate those limitations more than most.

Imagine an interface where moving a character or a cursor required only your thoughts. Suddenly, you’re no longer restricted to button sequences and analog sticks. The controls only limited by your brain’s ability to give the necessary commands. Whether you’re playing an old Mario game or Grand Theft Auto V, you guide everything along with your thoughts.

Considering the gaming industry is a multi-billion dollar industry, the incentives for innovation are strong. If a brain interface offers novelty or advantages for gaming, then Neuralink is in a position to reap the benefits.

Those same benefits extend beyond the gaming industry. While it may take a while for an implant to process the complex controls of a video game, it might not take as long to create one with the ability to give wielders more direct control of their smartphone. Some may recoil at the thought of being that connected with their smartphone, but the benefits may be too good to pass up.

I can easily imagine an interface that not only helps people type messages faster, but provides better security than passwords, fingerprints, or facial recognition. Hackers might be able to crack a password, but brain signals would pose a far more daunting challenge.

This kind of interface also opens the door to a more intimate forms of communication. It’s one thing to just send texts and emails with our phones. What if we could send codes through brain implants that actually convey feelings and emotions? Instead of emojis, we could just send a coded message from one implant to another that conveys anything from happiness to shock to sarcasm.

That level of communication wouldn’t just be groundbreaking. It would change the way human beings interact. Again, it would be somewhat rudimentary at first, but with refinement, it could open entirely new channels for those who take advantage of this technology.

These are just some of the possibilities. The implications for the distant future are big, but the possibilities for the near future are just as tantalizing. Right now, the near-term goal revolves around helping brains interact with computers. At the moment, those computers are not advanced AIs. When that time comes, though, we’ll at least have a channel for that interaction.

These are exciting times, indeed. This is not just some eccentric billionaire’s crazy vision. This is really happening. There have been many technological advances that have changed our lives, but this technology may ultimately change much more than that.

3 Comments

Filed under Artificial Intelligence, futurism, Neuralink, Sexy Future

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

age-of-ultron

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.

1 Comment

Filed under Artificial Intelligence, futurism, human nature, Marvel, psychology, Villains Journey

What Will The Currency Of The Future Be?

1000x667

Most people don’t think about what gives their money value. There’s just a general understanding that it’s vital for basic economic activity. Whether it involves simple bartering or complex cryptocurrencies, the assumptions are the same. Money is a measure of value and exchanging it is how we ascribe value to basic goods and services.

There are all sorts of economic and financial complexities that determine how money works. Rather than bemoan the issue, knowing I am not the least bit qualified to do so, I’d like to focus on the nature of money in the future. Having already given plenty of thought to advanced artificial intelligence, human enhancement, and intimacy, I think it makes sense to contemplate how it all affects our ideas about money.

By that, I’m not referring to current trends in digital currency and older trends within modern banking systems. I’m talking about what money will be in a future where people, resources, and our entire understanding of economics has rendered the existing system obsolete. If you don’t think that’ll ever happen, then I only request that you give some added scrutiny to the concept of money.

I often find myself scrutinizing it whenever I watch a bit too much sci-fi. Some of my favorite sci-fi movies and TV shows of all time don’t give much thought to money. In “Back To The Future II,” a world of flying cars and cheap fusion power still had money. Things were just exceedingly expensive due to inflation. A Pepsi cost around $50.

While inflation is a real force that was certainly present in the non-movie version 2015, it’s somewhat strange that it would get that excessive in a world where fusion power plants could fit into cars made in the mid-1980s. In the real world, advanced technology tends to counter inflation. Logistically, better technology means more efficiency. More efficiency means cheaper goods. Cheaper goods mean lower prices.

We can certainly forgive movies like “Back To The Future II” for failing to understand the economics of money. In addition, the technology of that world wasn’t so advanced that it undercut the foundations of society. However, the money systems in galaxy-spanning space operas can’t make those excuses.

Star Wars” still used some form of currency. It was necessary for Han Solo to pay his debts and for Luke to enlist his services to Alderaan. Other space-faring epics like “Mass Effect” and “Guardians of the Galaxy” have a form of currency that allows characters to be greedy and ruthless. Whether they’re called credits or units, the principles are the same.

There’s this vague concept of money. Everyone agrees that it has value, but there’s little information about why it has value. That’s not entirely flawed. It’s just no different than traditional fiat money, which nearly every modern society utilizes to some extent in the real world. The money isn’t backed by anything. People just collectively agree it’s worth what it says its worth.

Now, I’m not one of those conspiracy theorists who claim this form of money is part of a global conspiracy theory run by lizard people who may or may not have murdered John F. Kennedy. I don’t know enough about economics or finance to make sense of our current monetary system. All I know is that we have a system of money that works within the constraints of our current society.

Whatever you think of that system, there’s still a larger question worth asking. What will money look like in the future when some of those constraints disappear? To some extent, our current system requires that people be frail, products be flawed, and resources be scarce. Through certain advances, some of which may occur in the next 50 years, those limits may disappear.

What happens to money when we perfect advanced energy generation that makes electricity cheap, abundant, and clean?

What happens to money when people begin upgrading their bodies with advanced biotechnology and cybernetic implants?

What happens to money when nanotechnology advances to a point where the production and assembly of every conceivable good is dirt cheap?

What happens to money when advanced artificial intelligence gets to a point where it gets so intelligent that it can solve every conceivable problem and manage every conceivable issue perfectly?

What happens to money when our civilization gets to a point where we can just upload our minds into a perfect simulation where all our wants and needs are met on a whim? Regardless of whether you think we’re already in a simulation, the question surrounding money and what form it takes remains.

While it’s impossible to predict the cumulative impact of technology, especially the kind that subverts modern economic forces, I believe there will be some sort of currency in the future. Even if we perfect nanotechnology, artificial intelligence, and teleportation, I think it’s reasonable to conclude that we’ll need some system for exchanging goods, services, and overall value.

I also don’t think it’s reasonable to assume that our current fiat money would work. Just putting images on paper and using it as a token may not be practical in a society of advanced AI and immortal humans. These days, most of our money exists only as code in a computer and not as piles of paper or gold. I think for any form of money to work in a society of such technology, it needs to be backed by something.

Some sci-fi stories explore that concept. The movie, “In Time,” wasn’t that good, but the idea was intriguing. In that world, everybody is immortal and never ages past 25, but the system is such that the currency is measured in time. In a sense, a dollar is backed by a year of life as a healthy 25-year-old. For most people, that has plenty of value.

The rest of the movie is awful and I don’t recommend it, but it presents a novel, albeit dystopian concept. For that economic system to work, there has to be some sort of tyrannical power structure that has the ability to snuff someone’s life out the second they can’t pay. Even corrupt insurance companies aren’t that bad.

Then, there’s the Netflix series, “Altered Carbon,” which I highly recommend. That world also has a problem with massive wealth disparity, but not in the sense that rich people horde money in giant vaults. In this world, technology has advanced to the point where people can transfer their consciousness to different bodies the same way most people transfer files between computers.

In that world, the most precious assets are the best bodies. Being able to live in the body of Brad Pitt is inherently more valuable than living in the body of Danny DeVito. Much of society, from prisoners to billionaires, is divided by who has access to those bodies. In the story, the super-rich Bancroft family have that access and that’s what makes them so rich.

That kind of wealth may not show up as numbers on a balance sheet, but the value is there. Being able to produce, inhabit, and live within strong, beautiful bodies provides a powerful basis for any currency. Talk to anyone who has dealt with the effects of aging, which is pretty much everyone over the age of 25. Most would gladly pay a premium to live in a stronger, fitter body.

While “Altered Carbon” doesn’t get into the specifics of that system, the principle holds true. In a future where people aren’t bound by the limitations of biology or the human body, the greatest asset they can possess is a medium with which to experience life. A better medium means better experiences. Some companies today are already seeking to provide those experiences. Technology will simply change the methods.

Whether we end up in a simulated utopia or not, the experiences a currency affords us is what will give it value. Even though worlds like that of “Star Trek” present a world where money doesn’t exist, there is still plenty of value ascribed to life experiences. You may not be able to print that on a piece of paper or send that in a wire transfer, but that is still recognized as valuable.

I could still be wrong. Remember, I’m not an expert in money, nor can I predict the trends that future advances in technology will incur. Whatever form it takes, though, I expect that the overall goal will still be the same. We use money to pursue better, more rewarding life experiences. However we go about pursuing is, and always has been to some extent, the only true universal currency.

Leave a comment

Filed under futurism, Sexy Future, technology

Memory Enhancement: The First Killer App For Neuralink?

ai-brain-600x501

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.

1 Comment

Filed under Artificial Intelligence, futurism, human nature, psychology, Sexy Future

How Advanced AI Will Create Figurative (And Literal) Magic

761-superintelligent-ai

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.

2 Comments

Filed under Artificial Intelligence, futurism