The Chaos of Our Era

I have been a bit absent of late. I find writing like a drug. When you are writing, you write a lot. But when you come down off of it, it does not seem necessary. A lot has gone on in the world of tech in the past six months. A lot has gone on in the world of geopolitics. All things point toward our AI future. The marriage of tech and geopolitics. For whatever reason, the rapid pace of technological change faces challenges from the rapidly changing mind of the President. He can’t seem to make up his mind, let alone define a clear path forward. The mere statement Make America Great Again, looks to the past not to the future. The past provides fond memories and valuable lessons, but you cannot bring it back. Unfortunately there is a broader world and even more is happening out there. Much is driven by some of the weaker human emotions, such as fear and loathing (shout out to Hunter S). Decisions with far reaching consequences being driven by emotion rather than rational thought. It makes for a confusing present and an uncertain future. A lot is being driven by the rapid pace and change of technological advancement. A train that has left the station and has no brakes.

The past 6 months has seen me spend a lot of time reading up on AI. Everything from Ray Kurzweil “The Singularity is Nearer” and Karen Hao’s “Empire of AI” to Adam Beckers “More Everything Forever” and about a halt dozen other books. Learning about the personalities who will determine our fate. For all the brilliance of Mark Zuckerberg, Elon Musk, Sam Altman, Jeff Bezos, Sergey Brin etc..they are billionaires and with that comes a lack of empathy for their fellow man. Looking at freedom as the ability to achieve even greater wealth. In the meantime we are receiving a daily diet of AI chatbots going rogue. The cries for regulation from the public and the cries from billionaires that we can self regulate….trust us. Trump assembled them all and came up with…we can self regulate. He can be rather easy to manipulate, We should be listening to Geoffrey Hinton, Demis Hassabis, Yann LeCun. and Yosuff Bengio. Ye stehy are academocs but ethy are also more humble.

The global order is being turned upside down as America goes into remission. Retreating from governing bodies claiming that the US is the only country capable of reason. Treating the rest of the world as it owes the US a debt of gratitude. Therefore it can do what it wants and if not granted it does a bunch of hit and run missions. Then we call ourselves strong. We see breakdowns all over the world. Ukraine and Russia War. Gaza and Israel where over 76,000 Palestinians have perished. Venezuela, where we deposed Maduro through a clever military exercise. We replaced with a new figure, but in short it is the same government. The difference being it will be expected to do Trumps bidding. The Venezuelan people will continue to suffer. Pakistan and India, always a concern because they are nuclear. Thailand and Cambodia seem to be on pins and needles. Will the US seize Greenland? Not based on current agreements. Iran is yet again front and center, as Israel convinces the US to go to war. Will it lead to regime change? Not likely. It turns out Iran has incredible strategic importance. When oil prices rise the planet suffers as inflation rears its ugly head. Putin could not be happier. As is usual in crisis people are quickly educated. I guess the good news is most people now are aware of where the Strait of Hormuz is and its significant strategic importance. All this happening while China watches.

On the technology front a different war rages. The race for Artificial Intelligence supremacy is in full throttle. Companies like Google, Amazon, Microsoft and Facebook are spending billions on adding new data centers. Seeking tax breaks from any state willing to give into them, Promising jobs, but delivering only in the short term. Failing to deliver hardly any jobs for the long term. The tech titans keep laying off people saying AI can do many of the jobs. They promise a new ecosystem of startups being created which will give new jobs. Though I agree there are a lot of new AI startups, will they create new jobs? I believe there are some new jobs. However, the new jobs are not enough to hire everyone being laid off from the big tech companies. In the end one has to ask what the goal is and here the path is fairly clear. From Artificial Intelligence we move to Artificial General Intelligence (AGI). The best definition of AGI comes from former Google CEO Eric Schmidt, “self determination”. A scary thought. It used to be widely stated this is at least 20 years away. In recent years that has widely dropped below five. After AGI comes Artificial Super Intelligence (ASI). Singularity, This is when AI achieves Apex status in intelligence, Humans will no longer be top of the pyramid, What these companies like Google, Open AI, Microsoft, Facebook etc..do not tell you is it was never about AI it was always about AGI and eventually ASI.

You take these two things and put them side by side. We have a world undergoing a massive technological and geopolitical shift. At the same time, the world is facing massive political turmoil. It can make it hard to get out of bed in the morning. Let alone get a good night of sleep to begin with. There is a lot on anxiety in America. Rightfully so. The world order which America so painstakingly crafted is now on the brink of collapse. NATO which has been a bedrock of American alliances is teetering and a fundamental tenant of alliances is being destroyed…trust This became even more clear when NATO allies would not come to the assistance of the US in the Strait of Hormuz. However if your allies are not informed of your intent, it does no good to weigh their interest after you have already committed. We are now over eight weeks in and have failed to define the mission or defined how we get out. As Bill Clinton said when contemplating the Balkan War, “It is not going in that concerns me, it’s getting out”.

Beyond American companies we have entered into a new AI arms race with China. China has proven creative in building new AI models. Though considered a little less than the US AI models they are making fast progress. There are areas where they hold the edge. Autonomous drones, as we learned from Ukraine are the immediate future of war. The ability to create and manufacture a massive swarm of drones is key to the future of war, This is where capitalism failed America. In the spirit of maximizing profits and reducing expensive labor we offshored our manufacturing base. Where did we offshore? Primarily China. If an arms race comes down to manufacturing drones we are in big trouble. China’s navy is now larger than ours. Though not as sophisticated it leap frogged us because we have limited capacity for ship building. The marriage of the private sector and public sector will be important in this race and the US has strong companies and minds to tackle this risk to US defense. A good read on this is Katrina Manson’s book “Project Maven”.

The future of work will be challenged. What will a work week look like? What skills will I need to place myself in a strong position? As AI makes us more efficient will it lead to less people being needed? The unemployment rate has ticked up the past few years. Only residents who are in the labor force are counted in the unemployment rate. Those who have given up looking for a job are not. A controversial position. As large multinationals lay off more people their CEO’s celebrate because they are becoming more efficient. Not to mention they will receive an even larger bonus package. To worry about the well being of citizens is considered too woke. We are creating our own American caste of untouchables. The middle class is being eroded, putting us into two camps: rich and poor. This is not new news, however our ability to do anything about it is seemingly crippled by an onslaught of noise via news outlets, social media platforms and the internet in general.

A big challenge is the tech universe is competition. A failure to innovate is equal to death. A fear of a smaller, nimbler company capturing early market share in a new field. In my youth Bill Gates hammered this point into his employees. A paranoia that if we were doing something wrong, what were we missing? How quickly can we pivot? If competition was emerging how can we defeat it? A prime example from the dotcom days was Netscape. Once in Microsoft’s cross hairs it was quickly determined they must be crushed. Competition and fear have always fueled the industry. However, now the industry is fueled and funded by companies with trillion dollar market caps. Thus you see a massive race in data center build out. There is concern that the cost of this massive capital investment will not see a quick rate of return. Which may be true, but in some ways this is like the massive infrastructure build out during the dotcom era. It will be harder for the new startup to become the next Google or Amazon. The next great company may be far off if ever.

Politics is always present whether at the local level or national level. In the US we have over time fallen into two camps. The democratic left or the MAGA right. Independents are too arrogant to participate. At a time when we need to come together on common goals we are splitting apart. We should come up with a energy strategy. We should have policies in place on climate change. We need a long term plan to address the deficit. We need to address our healthcare challenges. We need to take infectious diseases seriously. These all may be an area where AI can help guide us. It would be interesting if AI says you need to cut your defense budget by 25% or 50%? How would a politician argue with an entity that is not human? The challenge is and what I did not list is we do not have a cohesive strategy when it comes to AI. If you look at our congressional make up it is mostly old white guys.

What is curious here is not what we are watching. It is what are we not watching, China is moving fast and being both tactical and strategic in their plans. One of the key factors in leading the AI race visa vi China is energy. A lot of energy. Electric energy. While the US fixates on oil (a 20th Century fuels), China looks to the future. We need all of the energy we can get which means oil, coal, wind, solar, nuclear etc..No one energy can do it all. China has moved way ahead of the US in robotics. This is important as China faces a population challenge. By the end of the century based on current mortality rates China’s population will drop down to 750 million people, some our projecting lower. Some would say China will begin to lose its manufacturing dominance, enter the robot. China has invested heavily in this area of technology. It will pay big dividends in the manufacturing of iPhones as well as China’s rapidly emerging EV auto industry. The latter they have already taken the lead and have moved beyond what Elon Musk’s Tesla is delivering.

The future is murky. It is not clear. My fear is it will become clear but that clarity will not come from humanity. It will come from our replacement. If we go with AGI as being self determination, what will it determine? Will it set goals for itself? Will it be concerned with the state of the planet? If the earth is overpopulated what will it deem as a solution? Does it have any ethics when it comes to genocide? Can it feel? Can it care, will it care? We have a few people who are tech gods at top of the pyramid making decisions that will impact billions of people. If ASI is achieved will anything humanity thinks even matter? The silence of opposition to these questions is deafening, As stated earlier tech moves fast and it is now entering a phase where those who have built it will no longer control it. We will have to ask our replacement what our future is.

Good Night and Good Luck

Hans Henrik Hoffmann Oct 5, 2026

The Future of AI: Navigating the Path to AGI

There has been a lot of press around Artificial Intelligence since OpenAI and Microsoft announced ChatGPT nearly three years ago. There are a lot of questions to ask, to contemplate. Answers are far and wide. We are in the early stages of the next generation of AI. The next wave of innovation will have far greater impact on our day to day lives than anything in human history. A lot of questions are concerned about a dystopian future. A threat to human existence. The replacement of jobs. What will the human purpose be? For all the celebrations in the high tech world, the real world is less enthusiastic. The real humans that drive our economies can only be left with a feeling of loathing, with a feeling of fear. If I ever get around to posting this segment it will probably already be out of date by the time I hit publish,

I read a book by Kai-Fu Lee and Chen Qiufan titled “AI 2041: 10 Visions for our Future”, which I rather liked. It tackled both the fears of AI and the opportunities before us. What I particularly liked is to get to those positive outcomes it will take real effort on the part of both Public and Private Industry. The disciplines required for AI are not new, they have been studied and nurtured for decades. At this point in time we are rapidly moving from the theories of academia to the real world implementation of AI. It is happening at a dizzying pace. In many ways Lee and Quifan’s book are already falling behind as many of the things they predict for 2041 will arrive much earlier and the focus will shift from AI to AGI to ASI.

Having grown up in tech, I get it. The tech sector is one of the most hyper competitive sectors on the planet. If you fall behind you may as well be dead. A case in point is the Microsoft Windows Phone. A classic case of a company resting on its laurels. Thinking it was poised to make the next great leap forward in technology, only to be convincingly crushed. Kudos to the Apple iPhone. At its core technology has always been a race towards the future, whichever way the tech industry chooses to define that future. The next big market opportunity is always in the hundreds of billions of dollars, in fact we now even talk about trillions. I would like to believe these high tech leaders have considered the consequences of their actions, but whatever warning they provide are purely lip service to the weak minded. They are more caught up in their cult of personality, than to have the time to think about moral outcomes.

If you think this is going to be a blog about creating fear about the end of humanity, do not fear as that has already been set in motion. Oppenheimer and Sakharov felt these fears after taking the world nuclear. In a odd and round about way we may see history repeating itself. When ChatGPT first was released on November 30, 2022 the discussion turned to Artificial General Intelligence (AGI) and how long before that becomes reality? A a crisp and quick definition of AGI comes from former Google CEO Eric Schmidt: AGI becomes reality when it achieves “self determination”. The first answer on when this would occur was around 20 yrs. In the 2 1/2 years since the launch that time line has come way down. In a recent talk Eric gave he quoted one San Francisco think tank as forecasting 3 years. Then added Artificial Super Intelligence in 6 yrs, that is when all human intelligence is AI and will allow AI to see and solve things humans simply do not have the capability to do. Super Intelligence passes the human mind,

I posed the question to ChatGPT “how long before we have AGI”? The answer came back that it was a theoretical question. It would likely by 2050 before we see AGI. Though the optimists say it could happen in the 2030’s. Then I watched a TED Talk with Chris Anderson and Shane Legg. Shane was a co-founder of DeepMind, one of the first AI companies. DeepMind was eventually acquired by Google. Shane believes we will have AGI by 2028. Maybe ChatGPT is trying to play me. The point here is things are advancing at an ever increasing velocity. We are talking about current tech that lives and learns 24 by 7 365 days a year. The fact that it may go faster than humans had predicted should not be that surprising.

Poking around YouTube there is a lot of great TED talks and interviews one can listen to. Some of the leading academics, tech industry experts, former CEO’s etc..provide in depth insights into the history of AI and the future of AI . I have watched Kai Fu Lee, Geoffrey Hinton, Eric Schmidt etc..talk about the imminent arrival of AGI and then soon to be followed by ASI. One of the things they talk about is can we put guardrails around this pending new era? I have to admit the suggestions they come up with I am not to enthusiastic about to downright skeptical. Hinton says we need to regulate capitalism as it works best with regulation. I agree but the path to do this is fraught with political hell. Can we program it? Programming is soon to be dead so it’s a time issue. Not to mention the real king of AI is algorithms.

It is an awesome undertaking of the mind to have to ponder the question “can humanity be replaced?” It makes us uncomfortable, but that is the question that has to be asked when you are talking about Artificial Super Intelligence. What is the definition of ASI? Well here is what Google AI provided me: Artificial Superintelligence (ASI) is a theoretical form of AI that surpasses human intelligence in all aspects, including problem-solving, creativity, and emotional understanding. It represents a hypothetical stage of AI development beyond Artificial General Intelligence (AGI), where AI not only matches but exceeds human cognitive abilities. While ASI remains largely theoretical, it is a topic of ongoing discussion and research due to its potential implications for humanity.  That is a load to take in, Good news is at this stage it is purely theoretical. The theory being when achieved the human brain will be irrelevant. Will we get there? It would seem that question is irrelevant as we are already on our way. How far is it off? Is it ten years? 40 years? Longer?

Finally you have to ask as a people are we ready? Ready for massive job displacement across all sectors. Many companies are yet to fully embrace the cloud and still have a lot of hardware and software that is sitting on premise. Even some tech companies have yet to fully embraced the changes that AI is driving. At the forefront of this transition will be the big tech leaders like Microsoft, Google, NVidia, Facebook, Amazon, Apple etc.. We are already seeing this as large layoffs are taking place and expected to continue. What has always been great about these companies is the simple philosophy “we eat our own dog food”. When I was at Microsoft a product was never released before all internal employees had tried it first. A easy beta test. In the era of Cloud Services this now all happens in the background without all the media fanfare. The difference is now some of those tests will have jobs attached to them. Some, if not many jobs to be lost.

Finally it may seem as one of those things you need to be frightened of. It would not be human if you were not. As mentioned technology always increases in velocity. We are entering a world where it will go much faster than most ordinary humans can comprehend. Could you imagine a day where all paralegals are just wiped out? There are 366,000 paralegals in the US and it is projected to grow by 4000 by 2033. That could all change in an instant, so what will we do with 366,000 available paralegals? The future of AI will change society and how we as humans adapt will determine our fate. Are we ready for this change? That may already be in the past.

Good Night and Good Luck

Hans Henrik Hoffmann July 18, 2025