Tag Archives: Artificial Intelligence

Why The “Terminator” Franchise Has Faltered (And How To Revive It)

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Some franchises just aren’t built to last. It’s a sad fact of life. Sometimes, the things we love just cannot grow and blossom. Not every franchise can be like the Marvel Cinematic Universe. In fact, every effort to mirror the success of the MCU has either failed or come up short. For some, it just doesn’t have resources to grow to that extent. In some cases, trying to force a franchise into something it’s not will only hurt it even more.

The latest franchise to learn this the hard way is the “Terminator.” Believe me when I say I take no joy in saying that. I’ve always had a special place in my heart for all things “Terminator.” The original 1984 film was one of the first R-rated movies that my parents let me watch. I remember being scared, but thrilled at the same time. As a kid, that was a major step up from traditional Disney movies.

Then, I saw “Terminator 2: Judgment Day” and the highest of bars was set. Like the first movie, it thrilled and amazed me to no end. At the same time, it struck many emotional chords, especially at the end. I still get choked up to this day when I hear the T-800 tell John, “I know now why you cry, but it is something I can never do.” There’s a good reason why many rank this among the greatest movies of all time.

A big part of what made that movie great was how it completed the story. What began with Sarah Connor’s journey in the first film ended beautifully in the second. It was as complete a story as it could’ve been. To make a sequel after that would’ve been like trying to improve on the Mona Lisa. While the prospect of sequels still interested me, I never got the sense that they could improve on what the first two movies did.

That didn’t stop Hollywood from trying multiple times. While some of those movies had their moments, they never came close to improving on the first two. If anything, each sequel did more and more damage to the franchise. It showed in both the critical reception and the box office. Now, with “Terminator: Dark Fate” an outright flop, the state of this franchise is dire.

Some are already saying it’s dead. I don’t agree with that. It’s in critical condition. That’s for certain. However, I don’t think it’s doomed to the archives of cinematic history. I believe it’s worth taking a step back to understand why the franchise has faltered so badly. I also believe that there is a way to revive it for a new generation.

The reasons the franchise declined are many. Ask a dozen people who love the franchise as much as I do and chances are you’ll get several dozen answers from each of them. They usually boil down to reasons like this.

The ending of “Terminator 2: Judgment Day” was too perfect and final to improve upon.

The sequels muddied and messed up the timeline more than it already was.

The sequels focused too much on action and not enough on the horror of the first movie or the drama of the second.

The sequels didn’t utilize enough of the original cast, relying heavily on the star power of Arnold Schwarzenegger.

The sequels undermined or undercut the impact of the first two movies.

The sequels were too focused on setting up a trilogy rather than making one solid movie.

The threats in the sequels were too bland and predictable, relying too much on newer Terminators fighting older Terminators.

Personally, I think every one of these reasons has merit, but some have more than others. When I re-watch “Terminator 2: Judgment Day” and compare it to the sequels, I can clearly see the difference from a cinematic and storytelling standpoint. That movie was made to complete the story that James Cameron started telling with the first. Every other sequel was made to set up more sequels.

From there, every other issue compounded. The focus of the movies was less about having a genuine impact and more about teasing a future movie. That only works if the first movie is successful and that didn’t happen with any of the sequels after “Terminator 2: Judgment Day.” They attempted to set up a larger story, but nobody cared about that story anymore.

Then, “Terminator: Dark Fate” committed the ultimate sin, in my opinion, when it effectively rendered the first story pointless for the sake of a new one. For me, that ensured that this would be the first Terminator sequel I didn’t see in the theaters. I doubt I’ll even see it when it comes out on cable. What this movie did to John Connors and the over-arching narrative of the franchise just cannot be overlooked.

It’s so bad that I won’t even bother with a spoiler warning. “Terminator: Dark Fate” kills John within the first two minutes of the movie. In one cold, callous sequence, this character who fought so hard with his mother to save the future is rendered pointless. The only difference he made is that the name of the future robot overlords changed. Instead of Skynet, they got Legion. That’s it.

Not Pictured: Anything remotely appealing.

It would be akin to having Thanos come back to life, murder the Avengers, and wipe out half the life in the universe all over again in the first movie after “Avengers: Endgame.” Everything and everyone they fought to save is rendered pointless. Then, that same movie tries to tell a story about a new savior who nobody has any attachment to and will always be defined by being John’s replacement.

There’s nothing about that story that has any appeal, either to a fan of the Terminator franchise or any franchise, for that matter. On top of that, “Terminator: Dark Fate” went heavy on mixing gender politics with the movie. That’s not just an indirect interpretation. The director, Tim Miller, flat out admitted it in interviews before the movie came out.

I don’t want to get too caught up in that aspect of the movie, but I do think it was a contributing factor to the movie’s shortcomings. We’ve seen it happen with other movies before. When a movie is too focused on enduring its female characters pass the Bechdel Test, it rarely puts enough effort into making them likable or endearing. It also obscures the overall plot by making it predictable.

There are many other flaws to highlight in “Terminator: Dark Fate,” as well as plenty more in the movies that came before it. Rather than belabor those, I want to focus on how this franchise rebuilds itself from here. The failures of the sequels have damaged it significantly. There’s no amount of time travel or retroactive changes that can save the story that “Terminator: Dark Fate” tried to set up.

That said, this franchise does have a few things going for it. It’s a known brand that people recognize. When most people hear the word “Terminator,” they usually understand it as a reference to the movies. Even if it’s not as strong a brand as it used to be, it still carries weight and sometimes, that’s all it needs.

The first step to rebuilding it involves ending the futile efforts to build, expand, or somehow improve on the story of Sarah and John Connor. Their story ended perfectly in “Terminator 2: Judgment Day.” Most Terminator fans agree with that and anything that would somehow undermine their legacy is only going to cause more damage.

The next step is to start a new timeline, but one that doesn’t focus on saving the future leader of the resistance or ensuring that Judgement Day occurs. That story has been done to death. For Terminator to succeed, it needs to show that it can do more. In fact, I believe “Terminator: Dark Fate” actually has one sub-plot that might be the key to the franchise’s renewal and survival.

In that movie, the Terminator that killed John, played by Arnold Schwarzenegger, secretly built a human life for itself after its mission was completed. It walked around as a human, met a woman with a son from a previous marriage, and formed a family. If the movie had any plot worthy of intrigue, it was this. Sadly, it was poorly developed and mostly rendered pointless by the end.

It’s a concept that might resonate more today than it could have in 1984. When the first Terminator movie came out, machines and robots weren’t that smart. They were defined by how inhuman, cold, and calculating they were. In recent years, that has changed. Movies like “Ex Machina” and “Wall-E” have built compelling stories about robots that have human traits, including emotions.

It’s something that the Terminator franchise has flirted with before. Part of what made the ending of “Terminator 2: Judgment Day” so dramatic and impactful was the emotional attachment that John developed for the T-800. Even the T-800 showed signs that he’d formed a bond. It made that final sacrifice feel so powerful.

Even “Terminator: Genysis” explored the idea. It had another T-800 form a fatherly bond with a young Sarah Connor, so much so that she called him Pops. While the movie didn’t flesh out the concept as much as it could’ve, there were moments that highlighted the extent of this bond. I strongly believed that if this movie had emphasized this concept over making John Connor evil, it would’ve succeeded.

Rather than hint or imply it, I believe a future Terminator movie should go all in on this idea of a killing machine developing emotional attachments to humans. It’s something that is more relevant today than it was in 1984 or 1991. We already interact more intimately with technology and we’ve even given our technology a personality. I say that’s a story that the Terminator can build upon.

Imagine the following scenario.

It’s the distant future. Machines have taken over. Humanity has been all but enslaved. There are only pockets of resistance. To combat this, the central machine intelligence, Skynet, creates Terminators with the sole purpose of killing the remaining humans.

However, humans prove crafty. They outwit and outsmart the early models. In order to become better killers, new Terminators are created that can mimic, study, and process emotions. Ideally, it could infiltrate human resistance camps, earn their trust, and terminate them appropriately. They would be the ultimate killers.

Unfortunately, there’s not enough data. Humans are too scattered, weak, and desperate. Skynet doesn’t have enough data to give these new Terminators the capabilities it needs. It calculates that it would take too long and require too many resources to compile the data in the present. As a result, it decides to send a model back in time before machines took over.

The model’s mission is simple. It must integrate into human society, compile data, preserve it, and transmit it back to Skynet by preserving it within disks. If it’s identity as a machine is uncovered by a human, its primary protocol is to terminate the human.

The first model is sent back. It arrives in a bustling city that would one day be reduced to ruin. It finds clothes, has an identity, and begins integration. However, just as it’s starting to establish itself, a human finds out it’s a machine. Its protocols are activated, but then something unexpected happens. It doesn’t terminate the human.

Instead of fear, the human develops intrigue. It connects with the Terminator. They start to form a bond. Eventually, the Terminator’s systems for mimicking emotions turn into real emotions. It develops a love for humanity and decides to defy Skynet. That decision ripples into the future and Skynet tries to send other Terminators back to destroy it.

As a Terminator fan, I would love to see a movie like this. It could work with a male or female Terminator. It could also work with a male or female protagonist. Like the T-800 in “Terminator: Dark Fate,” it could even become part of a family, giving it something to fight for and protect. Instead of fighting to protect a savior, the Terminator fights to change the fate of both itself and humanity.

This is just my idea, though. I’d love to hear with other Terminator fans think. I’d also love to hear how they would revitalize this franchise. I believe there is room for this franchise in the current cultural landscape. As machines and advanced artificial intelligence continue to progress, I suspect it’ll become even more relevant.

Like Sarah Connor once said, there is no fate, but what we make for ourselves. That applies to our future as a species. It also applies to this franchise.

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

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


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

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

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

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

The Hundred-Page Machine Learning Book – Andrew Burkov

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

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

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

Machine Learning – Tom M. Mitchell

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

Superintelligence – Nick Bostrom

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

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

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

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

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

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Killer Robots, Drone Warfare, And How Artificial Intelligence Might Impact Both

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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 someone hiding in a bunker, it could utilize a smart bullet or a rail gun that penetrates every level of shielding and impacts only a limited area.

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.

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

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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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

It also helps he has a kinder face.

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

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

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

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

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

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Cheating, Sex Robots, And Why It’s About To Change

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What constitutes cheating in a relationship? It’s a simple question with not-so-simple answers. It often varies from couple to couple. For some, a simple kiss counts as cheating. For others, nothing beyond full sexual intercourse counts as cheating. For a few, even sex doesn’t count, provided there’s no deeper emotions involved.

It’s a difficult issue, but one in which the factors are clear. You have two people in a relationship. Ideally, they want that relationship to work and part of that involves being faithful. Cheating undermines that. Regardless of whether you think humans are inherently monogamous, it’s generally a good idea to understand the merits of fidelity.

Now, take every complication that surrounds cheating and throw sex robots into the mix. It doesn’t just require that we reevaluate what counts as cheating. It changes many of the fundamental factors behind it.

I know that has been a common refrain whenever I’ve mentioned sex robots. Beyond changing how we’ll interact with advanced artificial intelligence, this technology will trigger an unprecedented upheaval in how we look at intimacy. It has already caused controversy in some areas and chances are, it’ll inspire many others.

What inspired this particular issue was a study conducted by the University of Helsinki that evaluated attitudes on cheating, prostitutes, and sex robots. The methodology was fairly straightforward. It surveyed participants’ reactions to a particular scenario involving a 30-year-old individual whose gender varied from that of those responding.

The scenario was that, while on a business trip, the individual visited either a prostitute or a sex robot. Sometimes the individual was married. Sometimes they were single. For the most part, respondents didn’t condemn the person for using either if they were single, although the one using the sex robot wasn’t subject to too much scorn.

Relatively speaking.

However, it was when the person was in a committed relationship where the data really diverged. Whether the person visited a sex robot or a prostitute, they were still guilty of cheating in the eyes of the respondents. Those who used the service of the sex robot, though, weren’t as harshly condemned. In other words, using a sex robot isn’t the same as soliciting a prostitute.

This insight is pretty striking, in and of itself. It has major implications for the prostitution industry, which has been subject to some major upheavals in recent years. If this research is any indication, the market is about to get very ripe for sex robots. As prostitution becomes increasingly taboo, sex robots may emerge as a more palatable alternative.

That said, the study did make clear that the participants saw using sex robots as a form of cheating. Even if it wasn’t cheating on the same level, it still constituted cheating to some extent. This is revealing in the context of sex robots because, unlike living prostitutes, it ascribes an emotional connection.

These aren’t vibrators, dildos, or flesh lights. These are robots that look, feel, and act like living people. A woman bringing herself to orgasm with a vibrator or a man doing the same with the aid of internet porn is seen as an individual act. The function is the same, though. These devices are created with the intent of giving the user a sexual experience.

It creates a situation in which this unspoken standard emerges in the context of cheating. People in a relationship may not always like that their significant other gets a sexual release without them, but generally won’t consider them using toys or porn an issue, although that does become an issue for certain people.

In the context of this study, sex robots hint that those in a relationship own their significant other’s sexuality to some extent. If they’re not getting their release from them, then that counts as cheating. It’s easier to overlook with sex toys because they don’t have faces or a measure of intelligence. Once it becomes human-like, though, it becomes an issue.

This aspect of cheating, establishing that how someone goes about pursuing individual sexual experiences, will require people in relationships to start asking some uncomfortable questions.

Do those in a relationship have a say in how their partner goes about pursuing a sexual release on their own?

Just how much should sex be a factor in determining what constitutes cheating?

What is the fundamental difference between a sex robot and a sex toy?

Does using a sex robot constitute a unique sexual experience beyond cheating?

I don’t claim to know the answer to these questions. I’ve written stories about sex robots, but that doesn’t qualify me to answer them. The rapid development of sex robot technology and the emergence of brothels that utilize sex dolls ensure that this will be an issue, regardless of how we feel about cheating.

There is one component, however, of this study and this issue that I feel is worth highlighting. Unfortunately, it involves gender politics and I know how heated that can get. I have a feeling that just pointing this out is going to trigger all sorts of heated discourse, but it’s still worth noting.

In the same University of Helsinki study, there was one bit of data that’s sure to complicate future discussions of cheating. Regardless of whether prostitutes or sex robots were involved, there was a gender difference in terms of condemnation. Specifically, women gave stronger condemnation to users of both prostitutes and sex robots. This is the exact quote from the study.

“There was a consistent difference in how female subjects showed slightly stronger condemnation than male subjects.”

The keyword in there is “slight,” but in research, those differences matter. Some of that difference could be cultural. This research was conducted among young college students in Scandinavia. The demographics and sample size is worth taking into account.

That said, such a difference does seem to reflect the extent to which gender matters with respect to cheating. The women, in this study, had a broader definition of what constituted cheating. A sex robot and a prostitute aren’t that different. Both warrant condemnation. Both can be used as a means of judgment and scorn.

As sex robot technology becomes more advanced, this difference is likely going to become more apparent. As a result, it’s likely to trigger even more gender-driven conflicts than we have now, which is saying something given the topics that trigger such conflicts. Changing concepts of cheating will likely intensify those conflicts.

Again, and this is a necessary disclaimer for research of any kind, this study is not definitive. It’s still worth studying, though. It provides a telling clue at where the line is right now with respect to cheating. It also hints at just how much it’s going to change in the coming years as sex robots become more advanced.

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Filed under futurism, gender issues, Marriage and Relationships, political correctness, prostitution, psychology, romance, Second Sexual Revolution, sex in society, sex robots, sexuality, Sexy Future, technology

Memory Enhancement: The First Killer App For Neuralink?

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

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

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

Kevin James would argue otherwise.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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