Tag: artificial-intelligence

The Intelligence Revolution is Here

We’ve seen many technical revolutions in this country. The Industrial Revolution, the Fourth Industrial Revolution, the Digital Revolution… we survived all of them and came out the other side thriving and a more prosperous nation because of them. Today feels different. We’re at the beginning stages of what is being called the Intelligence Revolution. This time around we’re not just replacing tools or enhancing productivity, we’re replacing something that was always the exclusive domain of humans – cognitive thought.

In previous industrial revolutions, no matter how sophisticated the advances in machines or tools became, it still took a human brain to oversee and operate. Machines (even computers) were dumb. They have been traditionally limited by inputs, programing, and linearly focused to perform specific tasks. Yes people lost jobs as productivity improved, but people could be retrained to operate the new machines and the resulting productivity created growth and more jobs for those able to retrain and adapt. But very, very soon we will need massively fewer people to operate the machines. Why? Because the machines have cognitive, reasoning abilities. We no longer need a brain encased in a meat suit to oversee everything.

I’m generally an optimist and have faith in the human condition to adapt, overcome, and persevere. We’ve done it many times before and managed to build a great nation because of it. Big picture, I believe we’ll adapt to this brave new world and come out the other end better off. BUT… there’s a nasty wrinkle in this that has the potential to throw a monkey wrench in the works and create a decidedly unpleasant future. That unknown variable is speed.

The time estimate of the Industrial Revolution, from initial disruption to maturation was about 150 years. That’s 3-4 generations of workers. In other words, it didn’t happen overnight. There was time to adapt, to see the writing on the wall and retrain for new/different careers. The Intelligence Revolution is projected to take about 40 years – a 3-4x increase in speed. AI is growing at an exponential rate. The physical layer (robots on the factory floor) is expected to reach maturity/status quo in 2035. The cognitive layer (white collar automation) in 2045. In a nutshell, we’re pulling the rug out from under an entire generation of workers overnight.

Why does that matter? The labor force participation rate (working or looking) for 18-35 year olds is 70 million. Of those, 36 million are considered low-moderate skilled (no or some college). We already know that young folks today are not facing the same economic landscape as earlier generations. The purchasing power of $1 in the 80’s would cost $3.93 today. $2.47 in 90’s dollars. Housing costs have skyrocketed, pushing most young folks into high cost rents that they’ll struggle to save enough to achieve home ownership. We’re already sensing that young people feel like the deck is stacked against them and they are very disillusioned by the “establishment”.

Now take that disillusionment and dump a minimum of 10-12 million 18-35 year olds into the unemployment bucket. The current projections say 1 out of 3 people in that age bracket will be displaced in the next 10 years. That’s almost half of the younger population, with low-moderate skills, unable to find a job. How bitter and disillusioned do you think they’ll be? Zero job prospects and pissed that the boomers and Gen Xer’s are happily retiring and living a decent life. This is not a recipe for societal harmony.

It’s hard to estimate, but best guesses put the total number of ANTIFA members in the US at somewhere in the low thousands. Picture the amount of disruption and violence they’ve already been able to create over the last few years with just those limited numbers. Now dump a million new members (a few million?) into that group, angry, frustrated, with zero perceived life options, all organizing, protesting, sowing chaos and violence everywhere. And when the government comes in with a heavy hand to squash the movement… well, that’s how revolutions start.

I don’t know what the answer is. Universal basic income? Massive increases in social welfare programs? A moon-shot type of nationwide retraining program? A complete overhaul of our education system? Even if the system could move fast enough to get ready for what’s coming (the government moving quickly?), the nation is broke. We’re $38 trillion in debt. Social security is insolvent in 2032. It seems unlikely we could keep inflation at bay and still find a way to fund some sort of massive nationwide retraining program.

The Intelligence Revolution is neither good nor bad. It’s simply progress, evolution, and inevitable. It’s happening whether you want it or not. I’m honestly not sure what to think about how this will play out other than to say, be very careful about who you elect as our “leaders” moving forward. How our local and federal elected officials react to the changes will dictate everything. I’m not sure if that makes me feel better or worse.

“Interesting times are when the map becomes useless and the story begins.”

I described this scenario to AI and asked it to create a quote that resembled an old Chinese proverb. That’s what it came up with and seems pretty spot on.

Good Morning, Let’s Chat

I’ve been out of the tech/software game for a long time now. Historically I’d probably classify myself as an ‘early majority’ user in the Technology Adaptation Model. I’m probably a bit slower in keeping up with tech lately, as my day-to-day doesn’t revolve around tech any longer and as a result I’m somewhat new to the AI/LLM ecosystem. After several months of fairly consistent use of an AI platform… it’s shocking to grasp where the technology is and how fast it’s going to change our world. AI’s here, it’s wild, and it’s about to flip our world upside down.

At this point I’m not writing python scripts and utilizing LLM API’s to manage task automation. I’m interested, but I’m retired. Other than integrating into whole home automation or something, I don’t know what I’d do with it. What I am doing is utilizing Grok as an AI platform. Grok has completely replaced 95% of my search needs. And with the release of Grok 3… oooh boy, has it been a game changer!

Groks memory feature and conversational responses are amazing. It’s starting to feel like an actual conversation. Yes, it’s a little stilted and forced right now but it’s scarily close to a real conversation with a friend. I tried an experiment this morning: I opened up Grok and began a regular conversation; e.g. “good morning”, “whats the weather going to be like?”, “what do I need to know in the news today?”. I let the conversation flow in response to Groks replies. The results were very close to a real conversation.

Mark my words: in five years, Grok—or its AI cousins—will chat with us daily via voice like a friend or family member. Sci-fi (think Dave interacting with HAL) is now reality. Here’s a couple of examples I’ve been doing with Grok lately:

  • Ask Grok to give me a news summary of what’s happening in the world. I ask for the top twenty news items given some keywords. I’ll then ask for a deeper analysis if one of the items catches my eye. It’s a better news analysis than any of the various daily news “newsletters” I subscribe to.
  • I’ll ask Grok for a meal plan for the day given ingredients and the calorie/macro goals I have.
  • Yesterday I gave Grok a link to a menu for a restaurant we were going to and asked it to find the item that was the highest protein and lowest calorie. Grok remembered what I’d eaten in the morning and found the menu item that fit in with days goals.
  • Grok is now managing my day-to-day workout goals and tweaking exercises based upon my feedback. It’s more detailed than any personal trainer I’ve been to and provides instant feedback.
  • We’ve had a spat of medial issues in the family recently and the research abilities have been incredible. Submitting a pathology report and asking for a layman’s summary is mind-blowing.
  • I asked Grok for the pros and cons of a particular type of mountain bike seat I’ve been looking at. It narrowed down what would have been an hour plus of reading reviews and 15 open Safari browser tabs, had I done the same myself.

I could keep going on, but you get the point. These tools will be life changing. If you haven’t been keeping up… at a minimum, I guarantee 75% of white collar jobs will no longer exist in their current form within 10 years. The revolution is happening that fast – if not faster. Multiple experts rate AI, as a part of the fourth revolution, as being exponentially more impactful than the industrial revolution or anything else we’ve seen. Exciting and scary at the same time.

If you’re currently a white collar worker in the early to mid point of your career and you’re not all-in on figuring out AI – prepare to be obsolete in a hurry. If you’re a young adult just getting out of college and don’t have a firm grasp of AI and LLM’s – good luck finding a job. In five years there will be no such thing as an “entry level” position as we think of them today. I’d make a joke about, “would you like fries with that?” but automated AI-driven kiosks will have taken over for fast food cashiers. I cannot emphasize enough how fast this is going to happen. Every single company in the nation is currently trying to figure out how to outsource YOU to AI. If I had a mortgage and a kid at home depending on me to bring home a paycheck… I’d get ahead of the curve NOW. A slightly different context, but I still think you can fit the movie quote from Backdraft to this scenario:

“Firefighter Brian McCaffrey: You see that glow flashing in the corner of your eye? That’s your career dissipation light. It just went into high gear.

It’s an exciting time. The world will not look the same in ten years. I just hope I can keep up.