The following is a video I posted on my YouTube channel, Jack’s World. It’s my attempt to offer some perspective on artificial intelligence, a topic I’ve covered many times before. I hope you find it informative and engaging. Enjoy!
Take a moment to consider all the things you think are right, true, and valid. Please note, I’m not referring to opinions. I’m talking about things that are, in your mind, unassailable fact. These are things like certain laws of physics, certain assumptions of politics, and a general understanding of how the world works. To us, they’re both common knowledge and common sense.
Historically speaking, it’s a guarantee that at least some of what you believe to be completely true will one day be proven completely wrong or at least only partially true. It won’t happen to everything you think you know. You may not even live to see it. However, that day will come and you’ll have to consider the painful possibility that you were wrong about something.
I pose this little thought experiment as a means of refining perspective. We like to believe that we live in a time when the great mysteries of the universe are either known, unknowable, or within our grasp within our lifetime. Every generation likes to believe they have a firm grasp of everything they need to know, more so than any generation before them. The idea that another generation might be better than them is untenable.
Again, history says we’re destined to look foolish to the vast majority of people 100 years from now. It’s not just from changing social attitudes. It’s not just in the workplace, either. Rest assured, there are things you accept today that will be wrong, rejected, or scorned in the future.
It’s hard to know what those things are. From a societal standpoint, our current attitudes regarding wealth disparity, the treatment of animals, and how we care for the elderly could be subject to categorical scorn. In some cases, it might just be a product of circumstances, but that wouldn’t make it any less wrong.
In terms of science, it gets even trickier. Over the centuries, there have been a multitude of well-accepted theories that were subsequently proven wrong. If you’re a creationist, don’t get too excited. Those theories were wrong because we uncovered new information that helped us craft better theories that nobody even thought of. It’s how we got things like germ theory, the big bang theory, and quantum theory.
Many of these revelations began with us looking for evidence that we were right. Even though confirmation bias is a powerful force, it can only do so much against an unforgiving reality. Even the likes of Albert Einstein got a number of key issues wrong when seeking to understand the universe.
Years from now, our smartest scientist will seem like a mediocre college student. It’s just a matter of time, effort, and discovery. Every time we think we understand something completely, we uncover information that reminds us just how little we know in the grand scheme of things. It can be frustrating, but it also is what helps us progress as a species.
That doesn’t even begin to factor in the impact of tools like advanced artificial intelligence. Everything humanity knows is limited by how much humanity can collectively understand. Our primate brains are driven by primate instincts. That limits our ability to understand things beyond a certain point. In theory, an advanced artificial intelligence could understand things in ways our brains literally cannot process.
That’s why it’s such an important perspective to maintain. You are going to be wrong about something at some point in your life. Years after you’ve passed away, your children and grandchildren will find out that you were wrong about much more than you thought. It’s inevitable. It’s also humbling and worth embracing.
We’ll never know everything about everything, but knowing more than we used to is always valuable. Ignorance may be bliss, but it’s also pretty useless in the grand scheme of things.
Humanity is capable of amazing feats when given the right incentive and circumstances. The problem is that humanity is also rather stubborn when it comes to incentives and exceedingly evasive when it comes to changing circumstances. We’ll go the extra distance and beat the odds eventually. We just need to be dragged kicking and screaming for a while.
When it comes to the ultimate incentives and circumstances, few check more boxes than a global pandemic. I don’t think I need to belabor how bad the ongoing Coronavirus/COVID-19 pandemic has been. Even without media distortions and political agendas, there’s no getting around the damage it has and continues to inflict.
People are dying.
Societies and economies are teetering on the brink of collapse.
This is not a tenable situation and one nobody wants to see again. As bad as it is, there might be one silver lining to this global tragedy. It could help accelerate the development of technology that was already in the works, but lacked the necessary motivation to develop faster.
What follows are a few technologies that I believe this horrible pandemic might help in the sense that it’ll add some urgency. Nobody wants to see a mess like this again. Whether you’re rich, poor, powerful, or powerless, we have every reason to find new ways of preventing these plagues before they happen and these technologies are instrumental in doing just that.
Artificial Intelligence (Not Necessarily The Advanced Kind)
It’s impossible to overstate the potential benefits of artificial intelligence. I’ve certainly made a concerted effort when writing about it in the past. However, in the context of battling plagues, we don’t necessarily need the kind of super-advanced, super-intelligent AI to provide some of those benefits. When it comes to combating plagues, we don’t need an AI to be as intelligent as a human. We just need it to help us combat deadly disease.
This can be done without the kind of AI that finds its way into Skynet or Hal 9000. An AI that can better-analyze genetic data, run simulations on possible treatments, and track the spread of a disease can do plenty to prevent or mitigate future plagues. If it can just help us identify and isolate new cases in a short span of time, then that alone could save millions.
At a certain point, AI could get powerful enough to calculate entire treatment programs once it has the genetic data of a pathogen or condition. After this global, well-publicized crisis, it’ll have plenty of data to work with.
Space-Based Broadband Internet
When it comes to dealing with pandemics, the incentives don’t stop at treating the disease. Given all the closures and cancellations caused by COVID-19, we now know how challenging it is to endure an extended quarantine, especially for kids with no school and sports fans with no sports.
Enduring this crisis has revealed just how critical it is to have a strong, robust internet connection. It may not treat the disease, but it makes the measures recommended by the authorities more bearable. The problem is our current infrastructure for the internet is badly in need of upgrades and its role in helping us function has been made abundantly clear during this crisis.
For work, play, and just avoiding crippling boredom, we need a better internet. That’s where space-based internet, like the ones being developed by companies like FaceBook and Google come in. The idea is as simple as it is awesome. Use satellites and other high-flying crafts to deliver data more efficiently and reliably.
There are a few space-based internet service providers now, but they’re incredibly limited. This crisis, which needs reliable internet for so many reasons, might help pick up the pace in refining this technology. At the very least, it will allow people to binge-watch Netflix from the summit of Mount Everest.
On the medical side of things, this crisis should go a long way towards teaching people the importance of vaccines. While I don’t doubt the anti-vax crowd will find an excuse to protest, even those skeptical of modern medicine can’t deny the need for better preventative measures for these treatments. Unfortunately, vaccine technology has been stagnant for decades.
This pandemic will hopefully change that and not a minute too soon. The current process for producing a vaccine is long and cumbersome, taking upwards of two years. It’s a process that has a lot of room for improvement. That’s where technology like nanoparticles come in.
The key to any medical treatment is the effectiveness of the delivery system. Vaccines have always had to take a messy path, but nanoparticles could change that. Instead of relying on the biological equivalent of a blunt instrument, nanoparticles could become biological smart-bombs, targeting pathogens with the precision we need to keep them from ever becoming pandemics.
Anti-vaxxers who refuse these just have a death with.
Gene Editing/Synthetic Biology
Not unlike vaccines, gene editing and synthetic biology stand to get a major boost from this crisis. I’ve written about gene editing tool like CRISPR in the past. I’ve touted it as a tool that could potentially treat all infectious disease, especially when combined with synthetic biology. That might have been hyperbole, but I stand by my claims on it’s potential.
Gene editing can do more than make pet fish glow. In theory, it can tweak and rewrite the DNA of organism, including the viruses that infect us. The challenge is refining the procedure so that we know how to modify diseases or create entirely new organisms that combat them through synthetic biology.
It’s not a small challenge. I’m grossly oversimplifying the obstacles in refining this technology into something usable. However, those obstacles are not insurmountable. It just requires time, resources, and motivation. After being economically and socially ravaged by a global pandemic, these efforts will have a lot more urgency.
Immersive Virtual Reality
While the scientists and doctors take up the challenge of fighting future pandemics, the rest of us are tasked with enduring the boredom they incur. I’ve noted before how boredom could become the plague of the future. I hope those stuck at home for weeks on end are done doubting me.
The entertainment industry may never be as vital as the medical industry, but it’ll play an important role in helping people stay sane, calm, and kind. Binge-watching TV and playing video games is helpful, but there’s room for improvement. At the end of the day, you’re still just sitting on a couch, looking at a screen.
To keep things both interesting and active, the development of virtual reality should get a major boost. It has existed for years and grown considerably from the days of the Virtual Boy, but it has room for improvement. Thanks to improving computer technology and more advanced interfaces like Neuralink, the experience could become even more immersive.
Beyond simply treating boredom, it could allow a greater sense of active engagement, which is critical when everyone is practicing social distancing. Being isolated and cut off from human contact may help temper a plague, but it’s not healthy. A way to immerse yourself in a realistic environment could help make future quarantines more bearable while also opening a new market, which gaming companies are sure to exploit.
Sex Robots (Obviously)
Does this one really need an explanation? When you’re stuck inside, horny, and run out of things to binge-watch, things are going to happen. Even if your partner or significant other is with you, they might get sick and you might feel lonely. Given how pandemics tend to temper the market for sex workers, a sex robot might be the best and only option.
If at least one company or horny entrepreneur hasn’t realized that by now, I’ll be shocked. The market for sex robots has been growing in recent years. After enduring a pandemic and weeks of social isolation, that market has likely grown. People rarely forget big global events like this. They’ll remember how lonely they were and that memory will fuel the development of sex robots more than any libido.
Back in 2012, Tupac Shakur appeared in concert at Coachella in 2012. That’s quite a feat, considering he died in 1996. The Tupac at the concert was just a hologram, but even his digital presence helped make that concert an experience to remember.
In 2019, Samuel L. Jackson played a young Nick Fury in the “Captain Marvel” movie. That too is quite a feat, considering Mr. Jackson was 70 years old at the time. He was able to appear young, thanks to advanced CGI that effectively de-aged him.
Other dead celebrities have shown up in other media. The since deceased Peter Cushing reprised his role as Grand Moff Tarken in “Star Wars: Rogue One” thanks to similar CGI technology. Paul Walker was able to get a proper send-off in “Fast and Furious 7” after his tragic death thanks to this technology. As the technology improves and other famous celebrities pass on, this practice is likely to continue and expand.
That raises some interesting questions that has some profound, yet disturbing implications. Some of those questions are easier to answer than others. This is the easy one.
Will there eventually be a celebrity who becomes digitally immortal?
The short answer is yes.
The long answer is eventually, but there will be some complications along the way.
Modern CGI technology is amazing. We’ve come a long way from the flashy, but wholly unrealistic graphics of “Tron.” Through the development of technology like artificial intelligence deep fakes, which has its own mix of dystopian uses, it’s possible to replicate someone’s appearance, voice, and mannerisms. This replication isn’t perfect, but it’s getting to a point where it’s hard to tell it’s fake.
As this technology improves, it’ll get to a point where a rendering of a celebrity isn’t just indistinguishable from the real celebrity. It’ll be capable of saying, doing, and acting in any way a studio or producer would want. While that has some dangerous possibilities for political ads and porn, it could also completely change the entertainment industry.
That Tupac hologram I mentioned earlier was basically just a recording synched to a projection. Even though Samuel L. Jackson was de-aged in “Captain Marvel,” the actor still had to be there to give him the necessary voice, mannerisms, and attitude. He couldn’t have been a hologram and be believable. The technology just isn’t there yet.
It will get there, though. There doesn’t need to be some huge leap in computer technology or artificial intelligence to make an entirely digital celebrity. It’s just a matter of processing power, data crunching, and better hardware. It will happen. It might even happen within the next couple decades. That raises another key question.
Who will be the first digitally immortal celebrity?
By digitally immortal, I don’t just mean recordings set to holograms or faces projected onto body doubles. A truly digitally immortal celebrity will be capable of starring in new movies and TV shows long after their dead. They’ll be able to make new music and perform it, albeit through a hologram. While their bodies might be gone, they’ll never stop contributing to pop culture.
That definitely has some legal implications. I doubt any studio could get away with creating a digital rendering of Carrie Fisher to star in a new movie. However, I suspect one celebrity will eventually license their figure and likeness so that they can keep being celebrities, long after they’re dead. Maybe they’ll do it so their families can be fincianlly set for life. Maybe they’ll do it because they never want to leave the public eye.
Whatever their reasons, someone will eventually do this. It’s just a question of who.
Will it be Taylor Swift?
Will it be Tom Cruise?
Will it be Jennifer Lopez?
Will it be Samuel L. Jackson?
It’s hard to say. If I had to bet money, I’d put it on Samuel L. Jackson. Knowing Disney and their vast resources, I’d be shocked if they weren’t investing in this technology this instant. Bankable celebrities are an increasingly precious commodity in the entertainment world. The incentives are there. It’s just a matter of time and a matter of whom.
Personally, I’d love to hear Samuel L. Jackson call people motherfuckers for generations to come. That’s just me.
The future can be scary at times, but the prospect of improved technology helps make it more exciting. I would argue it’s the most exciting part of the future. You see some of the fancy gadgets that tech companies are working on and you want to live long enough to use them, especially the sexy ones.
I’ve talked about emerging technology before. While I tend to be hopeful about the impact of certain technologies, I don’t overlook the existential dangers they pose. Some of those dangers are more relevant than others, but others are less fantastic and more pragmatic. One of those advances is self-driving cars.
Unlike some of the other advanced technologies that are decades away, this one already exists, albeit in a limited form. There are cars on the market today that can drive themselves in certain situations. I even had a chance to ride in one a couple years back. It works remarkably well, albeit it could only function on major highways.
There’s plenty of room for improvement, but it’s a promising start. The fact that it exists and is being refined as we speak means this is happening. It’s at an early stage, but like cell phones before it, the technology will continue to be refined. Eventually, it’ll get to the point where it’s better at navigating traffic than any human.
I honestly look forward to that day because I’m not a big fan of driving. I don’t mind it, but I’ve never been particularly fond of long drives, even if it’s for a vacation. My back gets sore, my arms get stiff, and I just get frustrated after the third hour behind the wheel.
It’s because of my aversion to long drives that I don’t take as many trips as I wish. I believe that if I had access to a perfectly functioning self-driving car, that would change. If the technology were refined to a point that I’d just type in an address and let it do the rest, then I would definitely go on trips. .With that in mind, I’d like to share a brief anecdote for how I would use a self-driving car.
It’s Friday night. I finished my last workout of the week, cleaned myself up, and ate my dinner. I’m tired, but I don’t intend to spend the weekend lounging around the house.
About a half-hour before I usually turn in, I pack my bag. I then put on my most comfortable pair of clothes, take a quick bathroom break, and head to the nearest self-driving car. As soon as I’m inside, I punch in the address to the beach that’s furthest south from where I am, whether it’s Florida, South Carolina, or somewhere in between.
I make sure the car has the range and speed. I then close it up, turn the car on, and let it work. From there, I just lay back in the seat and let myself fall asleep.
If all goes well, I wake up just as the car arrives at the beach. Even if the sun hasn’t risen yet, it’s right there in the nearest parking lot to the shore. I get out of the car, find the best spot I can on the beach, and wait to watch the sunrise. I then spend the rest of the day at the beach, lounging about and hitting up beach bars.
Once the sun sets, I return to the self-driving car, punch in my home address, make sure its charged, and ride it home. If I’ve done everything right, I sleep through the ride and wake up in my driveway. It caps off the end of a nice, relaxing day at the beach in which I slept through the commute.
This is just one idea from the perspective of what I’d do. If you have other ideas on how you’d use a self-driving car, please share them in the comments.
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.
On November 5, 2001, the history of warfare changed forever. On that date, an unmanned Predator drone armed with hellfire missiles killed Mohammed Atef, a known Al-Qaida military chief and the son-in-law to Osama Bin Laden. From a purely strategic standpoint, this was significant in that it proved the utility of a new kind of weapon system. In terms of the bigger picture, it marked the start of a new kind of warfare.
If the whole of human history has taught us anything, it’s that the course of that history changes when societies find new and devastating ways to wage war. In ancient times, to wage war, you needed to invest time and resources to train skilled warriors. That limited the scope and scale of war, although some did make the most of it.
Then, firearms came along and suddenly, you didn’t need a special warrior class. You just needed to give someone a gun, teach them how to use it, and organize them so that they could shoot in a unit. That raised both the killing power and the devastating scale of war. The rise of aircraft and bombers only compounded that.
In the 20th century, warfare became so advanced and so destructive that the large-scale wars of the past just aren’t feasible anymore. With the advent of nuclear weapons, the potential dangers of such a war are so great that no spoils are worth it anymore. In the past, I’ve even noted that the devastating power of nuclear weapons have had a positive impact on the world, albeit for distressing reasons.
Now, drone warfare has added a new complication. Today, drone strikes are such a common tactic that it barely makes the news. The only time they are noteworthy is when one of those strikes incurs heavy civilian casualties. It has also sparked serious legal questions when the targets of these strikes are American citizens. While these events are both tragic and distressing, there’s no going back.
Like gunpowder before it, the genie is out of the bottle. Warfare has evolved and will never be the same. If anything, the rise of combat drones will only accelerate the pace of change with respect to warfare. Like any weapon before it, some of that change will be negative, as civilian casualties often prove. However, there also potential benefits that could change more than just warfare.
Those benefits aren’t limited to keeping keep soldiers out of combat zones. From a cost standpoint, drones are significantly cheaper. A single manned F-22 Raptor costs approximately $150 million while a single combat drone costs about $16 million. That makes drones 15 times cheaper and you don’t need to be a combat ace to fly one.
However, those are just logistical benefits. It’s the potential that drones have in conjunction with advanced artificial intelligence that could make them every bit as influential as nuclear weapons. Make no mistake. There’s plenty of danger in that potential. There always is with advanced AI. I’ve even talked about some of those risks. Anyone who has seen a single “Terminator” movie understands those risks.
When it comes to warfare, though, risk tolerance tends to be more complicated than anything you see in the movies. The risks of AI and combat drones have already sparked concerns about killer robots in the military. As real as those risks are, there’s another side to that coin that rarely gets discussed.
Think back to any story involving a drone strike that killed civilians. There are plenty of incidents to reference. Those drones didn’t act on orders from Skynet. They were ordered by human military personnel, attempting to make tactical decision on whatever intelligence they had available at the time. The drones may have done the killing, but a human being gave the order.
To the credit of these highly trained men and women in the military, they’re still flawed humans at the end of the day. No matter how ethically they conduct themselves, they’re ability to assess, process, and judge a situation is limited. When those judgments have lives on the line, both the stakes and the burdens are immense.
Once more advanced artificial intelligence enters the picture, the dynamics for drone warfare changes considerably. This isn’t pure speculation. The United States Military has gone on record saying they’re looking for ways to integrate advanced AI into combat drones. While they stopped short of confirming they’re working on their own version of Skynet, the effort to merge AI and combat drones is underway.
In an overly-simplistic way, they basically confirmed they’re working on killer robots. They may not look like the Terminator or Ultron, but their function is similar. They’re programmed with a task and that task may or may not involve killing an enemy combatant. At some point, a combat drone is going to kill another human being purely based on AI.
That assumes it hasn’t already happened. It’s no secret that the United States Military maintains shadowy weapons programs that are often decades ahead of their time. Even if it hasn’t happened yet, it’s only a matter of time. Once an autonomous drone kills another human being, we’ll have officially entered another new era of warfare.
In this era, there are no human pilots directing combat drones from afar. There’s no human being pulling the trigger whenever a drone launches its lethal payload into a combat situation. The drones act on their own accord. They assess all the intel they have on hand, process it at speeds far beyond that of any human, and render decisions in an instant.
It sounds scary and it certainly is. Plenty of popular media, as well as respected public figures, paint a terrifying picture of killer robots killing without remorse or concern. However, those worst-case-scenarios overlook both the strategic and practical aspect of this technology.
In theory, a combat drone with sufficiently advanced artificial intelligence will be more effective than any human pilot could ever be in a military aircraft. It could fly better, carrying out maneuvers that would strain or outright kill even the most durable pilots. It could react better under stressful circumstances. It could even render better judgments that save more lives.
Imagine, for a moment, a combat drone with systems and abilities so refined that no human pilot or officer could hope to match it. This drone could fly into a war zone, analyze a situation, zero in on a target, and attack with such precision that there’s little to no collateral damage.
If it wanted to take a single person out, it could simply fire a high-powered laser that hits them right in the brain stem.
If it wants to take out something bigger, it could coordinate with other drones to hit with traditional missiles in such a way that it had no hope of defending itself.
Granted, drones this advanced probably won’t be available on the outset. Every bit of new technology goes through a learning curve. Just look at the first firearms and combat planes for proof of that. It takes time, refinement, and incentive to make a weapons system work. Even before it’s perfected, it’ll still have an impact.
At the moment, the incentives are definitely there. Today, the general public has a very low tolerance for casualties on both sides of a conflict. The total casualties of the second Iraq War currently sit at 4,809 coalition forces and 150,000 Iraqis. While that’s only a fraction of the casualties suffered in the Vietnam War, most people still deem those losses unacceptable.
It’s no longer feasible, strategically or ethically, to just blow up an enemy and lay waste to the land around them. Neither politics nor logistics will allow it. In an era where terrorism and renegade militias pose the greatest threat, intelligence and precision matter. Human brains and muscle just won’t cut it in that environment. Combat drones, if properly refined, can do the job.
Please note that’s a big and critical if. Like nuclear weapons, this a technology that nobody in any country can afford to misuse. In the event that a combat drone AI develops into something akin to Skynet or Ultron, then the amount of death and destruction it could bring is incalculable. These systems are already designed to kill. Advanced AI will just make them better at killing than any human will ever be.
It’s a worst-case scenario, but one we’ve managed to avoid with nuclear weapons. With advanced combat drones, the benefits might be even greater than no large-scale wars on the level of Word War II. In a world where advanced combat drones keep terrorists and militias from ever becoming too big a threat, the potential benefits could be unprecedented.
Human beings have been waging bloody, brutal wars for their entire history. Nuclear weapons may have made the cost of large wars too high, but combat drones powered by AI may finally make it obsolete.
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 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.
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.