Capitalogix

What Do You Do When AI is Better Than You?

When Beethoven was at the peak of his career, several of his contemporaries struggled to deal with the realization that they may never create anything that lived up to his creations. Brahms, for example, refused to make a symphony for 21 years. Schubert is quoted as saying, “Who can ever do anything after Beethoven?”

We’re seeing the same effect as a result of Artificial Intelligence. 

 

via visualcapitalist

The gap between human and machine reasoning is narrowing fast. I remember when AlphaGo, an AI program created by Google’s DeepMind, finally got better than humanity at Go. It was a big deal, and it prompted us to think seriously about competition in a post-AI world. If you can’t be the best, is it still worth competing? To one former Go champion, it wasn’t. He retired after “declaring AI invincible.” 

Over the past few years, AI systems have advanced rapidly, surpassing humans in many more tasks. Much like Beethoven, AI is discouraging competition. 

Was Lee Sedol, the former Go champ, wrong to quit? It’s hard to say ... but as AI gets better at more activities, it’s an issue we’ll encounter more often.

There’s always someone (or something) better. Taking a purely utilitarian approach isn’t always necessary or productive. It often helps to take a longer view of the issue.

Sometimes, it's okay to just do something because you enjoy doing it.

Sometimes you have to “embrace the suck” and be willing to put in the work to learn, grow, and progress.

Sometimes, you need to invest effort in understanding a process better to determine whether others (or automation) are achieving the right results.

The most successful people I know don’t try to avoid things with powerful potential. Instead, they leverage those things to achieve more and become better.

I advocate intelligently adopting AI, in part, because I expect the scale of AI’s “wins” will skyrocket. That means I know AI will soon be better than I am at things I do now.

It doesn’t mean I should give up. It means I have to raise the bar to stay competitive.

I have another belief that helps here. What if you believed, “The game isn’t over until I win ...”? With that belief in place, I won’t let a 2^nd place ceiling stop me if something gives me energy. AI may change how I play the game ... or even what game I choose to play ... but I will still choose to play.

 

 

What Happens to Human Work When Machines Get Smarter?

AI is changing the playing field at work, too. 

As a result, some say that AI-driven job displacement is not a future threat but a present reality.

This past week, several prominent  CEOs publicly mandated AI use, marking a shift to “AI-first” work culture, which prioritizes and integrates AI into the core of an organization’s strategy, operations, and overall culture.

Here is what I think (and you've probably heard me say this before): 

At this point, AI won't likely replace you ... but someone who uses AI better might.

Let’s face it, doing more with less is a core goal and strategy in business.

But that doesn’t mean humans are doomed. There are lots of historical parallels between AI integration and past technological revolutions. If you think about AI as a transformative force, you can hear the echoes of historical shifts that redefined work practices and intellectual labor (like the printing press, the calculator, or the internet).

We’re seeing significant changes in how we work. Instead of just having a mix of people working from home or the office (a hybrid workplace), we’re moving to a situation where people are working alongside smart computer programs, called AI agents (a hybrid workforce).

 

The rise of the hybrid workforce signifies a transformative shift in workplace dynamics. Gartner predicts that one-third of generative AI use cases will involve AI agents by 2028.

In the age of AI, success doesn’t come from battling technology — it comes from embracing our uniquely human powers and building systems that let those powers shine.

AI is coming - but it doesn’t have to be joy-sucking. Ideally, it should free you up to do MORE of the things that bring you joy, energy, and satisfaction. 

Onwards!

Here Are Some Links For Your Weekly Reading - April 20th, 2025

Here are some of the posts that caught my eye recently. Hope you find something interesting.

Lighter Links:

• OpenAI's Most Impressive Move Has Nothing to Do With AI. (ZDNet)
• AI Stuns Researchers by Rewriting Its Own Code to Overcome Limitations. (TalkAndroid)
• Meta’s New AI Tech Can Read Your Mind at Work…What Could Possibly Go Wrong? (AllWork)
• How to Enter a ‘Flow State’ on Command: Peak Performance Mind Hack Explained in 7 Minutes. (OpenCulture)
• British Anthropologist Claims Jesus' Tomb and Ark of the Covenant are Beneath the Great Pyramid. (JPost)

 

 

Trading Links:

• Trump’s Knives Are Out for Jerome Powell, Setting Up a Supreme Court Showdown Over the Fed’s Independence. (Fortune)
• First Shockwaves of Trump’s Tariffs are About to Hit the World Economy. (Bloomberg)
• America is Losing the Robot Wars. (Insider)
• The Only Way Some Manufacturing Jobs Will Return Stateside is If AI-Empowered Robots Do Them—And That’s a Good Thing. (Fortune)
• ‘China’s Elon Musk’ Uses Just Two Numbers to Demonstrate Why His Country’s Auto Industry is Now Outcompeting the U.S. And Europe. (Fortune)

2024 Update: What Happens In An Internet Minute

The Internet is both timeless and timely in an interesting way.  While what's popular changes seemingly instantly, and what we're capable of doing on it continues to grow exponentially.  Ultimately, the Internet is the digital town square of a global village, where all types and professions gather. 

In 2011, I first wrote about what happens in 60 seconds on the Internet. 

I've since updated the article a few times.

• 2014
• 2018

Each time I write the article, I'm in awe at the amount of data we create and how much it has grown.  For example, looking back to 2011, I was amazed that users created 600+ new videos and 60 new blog posts each minute.  Those numbers seem quaint today. 

 

via DOMO

Shortly after I started sharing the articles, Data Never Sleeps started standardizing the data, which is helpful. 

Today, the Internet reaches 5.4 billion people.  Most of them also use social media. 

To add some more perspective, 

• In 2008, 1.4 billion people were online; in 2015, we were at 3 billion.  Now, that number has almost doubled again. 
• In 2008, Facebook only had 80 million users, and Twitter (now X) had 2 million users.
• In 2008, there were 250 million smartphones, and now there are almost 7 billion of them!

It is mind-blowing to consider what happens each minute on the Internet today.  For example, the 104,000 hours spent on Zoom represents a significant societal shift ... and the over 500 hours of video uploaded to YouTube highlights the incredible amount of content that's being created to share. 

In 2023, the world created approximately 120 zettabytes of data ... which breaks down to approximately 337,000 petabytes of data a day.  Broken down even further, it calculates to more than 15 Terabytes of new data created per person. 

The calculations about what happens in an Internet minute will change rapidly again because of AI.  Consider the amount of computing power and data it takes to power all of these new GPTs. Now, imagine the amount of new data that AI is creating.  Then, try to imagine the challenge we'll have figuring out what's real, what's made up, and what is simply wrong or intentionally misleading.

In addition, as more devices and digital WHOs start creating and sharing data, it's hard to fathom the ramifications and sheer increase in data. 

I'm curious about what the next five years have in store for us as we approach the 40th anniversary of the World Wide Web. 

The Evolution of Michael Jackson

This lighthearted post has something to do with artificial ...  but nothing to do with artificial intelligence.

While doing my weekly reading and web browsing (which is how I pick those links you probably think an algorithm selects), I happened upon a post about Michael Jackson on Twitter (now called X), and I enjoyed it (or at least was drawn to click and watch it). 

I grew up a huge Michael Jackson fan. As a kid, I watched the Jackson 5 Saturday morning cartoon show. His albums were the soundtrack to my college years. Later, my first wife and I saw him in concert several times. We shared that love with our youngest son, Zach. 

It's funny to look back on, but Zach used to dance to Michael Jackson's songs on stage at his Elementary School talent shows or at random restaurants. There was no choreography ... but lots of movement. I still smile when I think about it. 

You might smile (or shake your head) while watching this short video chronicling the evolution of  Michael Jackson's face changes from birth to death. 

 

via MikeBeast

It's a staggering difference. I won't pretend to know what led him to make the changes, but they're substantial. 

That being said, his music is both timely and timeless - which is very rare. He managed to make music in each era that fit in with the times but still felt very Michael Jackson. 

 

via MikeBeast

 

Gone too soon!

Happy New Year!

I love planning for the new year – both personally and professionally.  To read about my professional planning, check out this article. 

I've always been a big-picture person, so I tend to think in 5, 10, and 20-year increments ... but thinking about the coming year is helpful, too.

I think about it a bit like using a map.  Even if you know your intended destination, you still have to start with 'where you are' to figure out the best way to get there.

There are seemingly infinite potential paths ... but motion in a direction isn't really "progress" if it doesn't take you towards your desired destination.

At midnight tonight, it'll be 2024.  I know a new year isn't really a blank slate, but I've always enjoyed the symbolism.  So, I thought I'd revisit how I set New Year's resolutions. 

To start with, resolutions only work if you actually "want" to make them happen.  It's one thing to hope that something magically falls in your lap; it's another to want to do the work. 

With that being said, here are some tips. 

• Focus on What You Want.
• Focus on Why You Want It.
• Focus on Ways You Might Get it.
• Focus on Evidence of Progress.

Below, I'll take you through an example of each of the four steps.

Moving Towards a Solution, Rather Than Suffering From the Problem.

Before I got back into my health, my first instinct was to think, "I need to lose weight."  Knowing that "you're fat" isn't helpful … my head quickly translates that to something a tad more positive, yet generic, like: "I choose to be healthy and vital, and to live a healthy lifestyle."

Blah, blah … They are just words.  What I needed was something specific, measurable, and actionable.  How about: "I will lose 15 pounds and stop eating after dinner."  OK, but that isn't inspiring, and there isn't much for me to do.  I can do better than that.

Figure-Out a Big Enough WHY, Rather Than Worrying about the HOW's.

This post isn't about health and fitness; it is about the mindset and techniques you can use to set empowering goals and plans in any situation.

So, while I could list many ways to lose weight (and I might even remember to do some of them), leveraging a driving force creates momentum.  In other words, the first step in "Doing" is knowing WHY you want something.

I really do want to be healthy, fit, and vital (it sure beats the alternatives), and I want to have the energy and confidence to live and enjoy my life fully.  The world is my playground, and I want to take advantage of more opportunities to play with family and friends.  However, to do those things, I must find better ways to live a healthy lifestyle.

The WHYs are just as important for business goals too.

Focus on Potential Solutions Rather than Problems or Challenges.

Obstacles Exist.  The bad news: I don't eat fish, and I don't like vegetables (unless French Fries are vegetables).  My joints aren't close to healthy from years of violent contact sports.  I rarely get 7 hours of sleep, and who'd have thunk it, but being the CEO of a startup is stressful.  The good news: none of those things matter ... and even if they did, it just would mean that I have a lot of room for progress.

It is natural to focus on obstacles.  But most obstacles are surmountable - with a big enough WHY, I'll even start to eat vegetables.  Instead of dwelling on the limitations, use them as a reminder to focus on potential solutions instead.  They are beacons marking the way.

How do you do it?  To focus on solutions, you can make two action-based lists: one is of things To-Do ... and another is of things Not-To-Do.

Here are some of the sample To-Do Items:

• I will drink more water than coffee.
• I will stretch or do basic calisthenics on days that I do not go to the gym.
• I will make a healthy shake as a meal replacement rather than a snack if I'm hungry between meals.
• I will focus on relaxation and meditation as much as I focus on strength & physical exercises.

Here is the actionable list of Not-To-Do Items.

• I will not buy new bigger pants or wear stretchy pants because of an expanding waistline.
• I will not eat snacks out of their container – and will portion out what I want first.
• I will not compare my current level of fitness to what I used to be able to do.  Instead, I will focus on my actions and improvement.

Create Healthier Habits.

It is easy to follow a routine.  So, here's another tip ... make your routine better.  Here are some examples of things you could do to make being healthier happen with less effort.

• Pre-sort your vitamins into daily doses, and keep them by the coffee machine.
• Buy healthy snacks, like fruit, raw nuts, or organic energy bars (instead of chips).  If Doritos aren't in your house, it's hard to eat them on any regular basis. 
• When you do snack, don't keep them near you.  Make yourself get up to get them.  That'll make it harder for you to binge. 
• Enjoy listening to music, audiobooks, or podcasts during your "exercise time." Dedicating time to something doesn't mean you can't be multitasking.
• Park at the end of the parking lot, so you get to walk.
• Meet with friends at the gym or a hiking spot rather than a bar or restaurant.

You get the idea.  Get in the habit of looking for ways to create better habits.  What habits could you alter slightly to make a big difference?  Which things can you automate or outsource?

For two books about the subject, I recommend Tiny Habits by B.J. Fogg and Willpower Doesn't Work by Benjamin Hardy. 

Focus on Your Progress.

In this case, it really is about the journey.  Instead of tracking how far you have to go ... notice how far you've come.  Utilize an internal locus of control.  It is about creating energy, momentum, and a sense of possibility.  You may have a big, hairy, audacious goal in mind.  That's fine, as long as you realize that reaching each milestone along the way is still an accomplishment.

• Find shoes that don't hurt your feet.
• Pick a gym or a personal trainer that you enjoy.
• Run more than two laps without stopping.

It doesn't matter what they are ... they all count, as long as you know that you are moving in the right direction.

Summary

The point of this exercise was not really to focus on fitness.  These techniques and goal-setting tools work in any situation.  The principles are:

1. First, figure out what you want and why it is important to you.  Only focus on the few things that are actually important to you. 
2. Second, find something you can do, right now, which moves you in the right direction.
3. Third, notice which things create (rather than take) energy.  Spend your time on those, and automate or create routines to take care of the rest.
4. Fourth, plan forward, but measure backward.  Set milestones so that you can recognize and celebrate your progress.

In my business, this translates to having a mission and vision - it's what we want, why it's important to us, and a basic strategy to get there.  Then, we create yearly "Big 3" goals that move us toward that long-term vision.  Then, the team creates SMARTs (goals that are specific, measurable, attainable, relevant, and timely) and KPIs (key performance indicators) so they know where to spend their time, and what milestones tell them they're on the right track.

It isn't magic, but it works.

Hope this helped.

How Long Do You Have Left?

We only have a limited time on this earth - and a lot of it is taken by frivolous activities. 

How much time do you think the average millennial spends on their phones ... or a baby-boomer sits in front of the TV?

The answer is a lot.

via dailyinfographic

Nine years in front of entertainment devices - another 10.5 years spent working.  You get the idea.

If you have goals you want to accomplish, aspirational travel, and lifestyle plans - this really puts the idea of finding and living your passion in perspective. 

Do you have the time to waste it?

VisualCapitalist put together a chart projecting longevity based on 2020 mortality rates.

 

via visualcapitalist
 

I turned 60 this July, so I only have 20 years left, according to this calculator.   I expect more!

There are some interesting statistical facts in this; for example, an average American baby boy can expect to live until 74 ... but if that boy turns 21, his life expectancy jumps to over 75. 

While these numbers seem pretty high, there are two things to consider. First, COVID heavily reduced these numbers because mortality rates went up. That likely won't continue (though it will likely continue to affect your insurance premiums and pension benefits). 

Also, remember that these numbers are based on 2020 averages, which likely differ from you (specifically considering your race, income, location, etc.). These numbers also don't take into account expected medical and technology advances, etc. 

Finally, I think Purpose is one of the most important catalysts of longevity. People often die when they retire ... not because they're done working, but because they're done striving. 

If you're not growing, you're dying!

The Beatles New Song ... And Where AI Art Fails

Have you listened to the new Beatles song?  It took almost 50 years and new technology to create.

How did this happen?  An AI system, made by Peter Jackson, uncoupled the vocals from the piano on a poor-quality tape demo from the 70s.  The result – a song that would have never seen the light of day was able to bring John Lennon back from the dead to release new music for a new generation. 

You can listen to it here.

 

via The Beatles

Was it a touching tribute and closure to an extraordinary legacy?  Does it qualify as AI "art"? 

We are seeing a surge in creativity due to the rise of generative AI. 

People are doing amazing things with AI ...  and it's making entrepreneurship accessible to a new group of people.

AI is exciting, but it is also scary.  I would argue that it is a net positive.  However, there are also clear drawbacks (and potential risks).  For example, there are the obvious ones like deepfakes, art being stolen and fed into models without consent, etc.  But, there's one that many aren't talking about...

It's a lack of nuance or understanding of art. 

Here is an example of using generative AI to improve a famous art piece.

 

@Soncharm

In my opinion, the creator completely missed the point when they tried to improve Nighthawks by Edward Hopper. 

The truth is that I don't know their intent or thought process.

However, Nighthawks is famous for a reason.  It shows a patron, presumably at a late-night diner, with a desolate urban streetscape outside.  To the right audience, it embodies the isolation of a 24-hour modern society and big cities, and the hidden changes of the 20th century.  It is a poignant composition and one of the most famous American art pieces. 

Lost in the power of Generative AI, this X (Twitter) user transformed the piece by running it through an art processor multiple times. 

First, he had AI parse the image and write a description of it.  Then, he had it regenerate the image from the description.  The setting became light.  He thought he could make it better, so he moved people outside.  He parses a description again and creates a new image again.  He did this several times. 

The result is what you see — a beautifully created composition lacking any depth. 

The AI did its job; the human did not. 

A better prompt or a more artful process would have had a better result. 

But is it art?

Once created, art is in the eye or mind of the perceiver.  So, should we care who or what creates it?

Here are some other questions worth pondering.  Is AI at its best when it's amplifying human intelligence - rather than replacing it?  Or ... is the goal simply to amplify intelligence?

The Universe often gives you increasingly painful chances to learn a lesson. 

What do you think we're supposed to take from this?

The Most Popular Spotify Artists

Time and technology march forward relentlessly. 

It is easy to keep up – until you pause or slow down.

Being an Early Adopter was a big part of my identity.  At this point in my life, I am still early with respect to new technologies, but I feel like I'm losing touch with a lot of today's culture. 

Perhaps this started over a decade ago?  I remember finding my sons' slang and music off-putting. 

As an aside, my youngest son, Zach, went through a phase where it felt like he used the verbal tic ... "Dude" in every other sentence.  Parenting trick – I broke his habit by screaming "FOOPDEEDOO!!" every time he said it, regardless of when it happened, where we were, or who we were with. 

If it's crazy and it works ... it's not crazy.  He certainly stopped saying "dude". 

OK, back to the point.  I realize that the Top 40 is basically a list of 40 songs that I don't know (and feel like I only randomly know some of the artists).  Meanwhile, my staff laughingly refer to my favorite stations on SiriusXM radio as old-man music.

To make the point further, my research assistant asked me if I knew about Bad Bunny.  To me, it sounded like a Disney cartoon for Halloween.  But, apparently, he is a Grammy-winning recording artist who won "Album of the Year" for music that I had never heard.

It didn't take long to get to the list of top Spotify artists.  For the record, I do know most of those artists – but admittedly few of their songs. 

Here is the list.  How did you do?

via StatsPanda

 

But as I said, listening to the Top 40 is getting harder for me.  Where's the rock (or songs with discernable melodies)?! 

Meanwhile, I'm about to start a new art exhibit. I call it "Jen Sleeps At Pop Concerts" 

So far, we've got Taylor Swift, Coldplay, Beyoncé, Ariana Grande, Bob Seger, the Eagles, and the Rolling Stones. In case you're curious, she did not fall asleep at John Legend, Queen, or Ed Sheeran. 

Times are changing ...

Here Are Some Links For Your Weekly Reading - June 11th, 2023

Here are some of the posts that caught my eye recently. Hope you find something interesting.

Lighter Links:

• Apple Reboots the Steve Jobs Reality Distortion Field. (Mashable)
• Who Wants to Live Forever? (Pocket)
• Why Humans are Surprisingly Bad at Being Happy. (BigThink)
• How to Hire a Pop Star for Your Private Party. (NewYorker)
• Singapore Identifies Six Generative AI Risks, Sets up Foundation to Guide Adoption. (ZDNet)

 

Trading Links:

• Walmart Reclaims Top Spot From Amazon Among Retailers. (Forbes)
• What All the Single Ladies (And Men) Say About the Economy. (NYT)
• The Next Crisis Will Start With Empty Office Buildings. (The Atlantic)
• US to Give Away Free Lighthouses as GPS Makes Them Unnecessary. (TheGuardian)
• Marc Andreessen: The Single Greatest Risk of NOT Pursuing AI. (FreeThink)

Merry Chrismakkuh

Today is Christmas ... and it is also the last night of Chanukah.  So, Merry Christmas and Happy Chanukah!  And Happy Festivus to anyone who doesn't celebrate either. 

For those that don't know, Chanukah is the Jewish festival of lights.  This is the holiday that involves lighting the Menorah (Chanukah candles), eating latkes (potato pancakes), exchanging gifts, playing spin the Dreidel (a gambling game), and enjoying a sense of family togetherness for eight days and nights.

That's a long time, right?!  Well, sometimes it seems even longer with my family. 

To help you stay in the right mood, here is a video of "The Chanukah Song," performed by comedian Adam Sandler on Saturday Night Live.  It became an instant classic (and he has since released a second, third, and fourth version.)

Here is the video.  And, if you're feeling left out - here's Adam Sandler's Christmas Song.

The cynic in me believes merchants invented the gift part of the holiday.

Regardless, the Capitalogix team has been festive, and the office has been filled with holiday cheer.  Here is a picture that some of the team took after our ugly sweater contest.

I hope you're having a wonderful celebration surrounded by people you love and food that would make your cardiologist feel safe buying a new Porche.