Thoughts about the markets, automated trading algorithms, artificial intelligence, and lots of other stuff

  • Staying Heart-Centered and Hungry In The Age Of AI with Les Brown

    I belong to several executive and business leader peer groups—groups that double as advisory boards, counselor’s offices, and idea factories. They allow me to see, hear, and discuss things I don’t usually think about, talk about, or even notice.  

    One of the best groups I’ve joined is the Genius Network.

    Recently, they brought in a titan of self-development – Les Brown. Les has been a speaker for over 50 years, has spoken in front of crowds of 80,000, and has been lauded by too many names to count. His podcast has reached 2 Billion downloads. 

    Not to mention how powerful his story is. From being adopted, to his school categorizing him as mentally challenged … to being a member of the House of Representatives in Ohio, a radio and talk show host, and more. 

    It was great to build a relationship with him over the course of the two days. 

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    Toward the end of the event, he was gracious enough to record a video with me. It’s short, but Les is very quick with his powerful quotes and nuggets of wisdom. We talk about staying heart-centered in an increasingly digital and distant world, how to work with A.I. instead of being afraid of it, and the power of hunger and purpose. 

    Check it out. 

     

    For more from Les, you can check him out at his website, or grab his newest book You’ve Got To Be Hungry

  • Tikkun Olam & Kintsugi: Happy Rosh Hashanah

    Yesterday, I celebrated the Jewish New Year – Rosh Hashanah – with my family and our friend Ben Hardy.

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    Ben joined us for services and lunch at one of our favorite local delis.

    Next week is Yom Kippur, which is the Day of Atonement in the Jewish religion.

    As part of the holiday, participants read a list of sins (available here), apologize for those committed, and ask for forgiveness.  Read the list … much has changed, but apparently, human nature hasn’t.  

    Even if you have managed to stay on the right side of the Ten Commandments and haven’t killed or stolen … you have most likely been frivolous, stubborn, hurtful, dismissive, or judgmental (I know I have …).  

    To help mark the importance of the day, participants read a poem called the Unetaneh Tokef. Below is a brief excerpt that captures the spirit. 

    Who will rest and who will wander, who will live in harmony and who will be harried, who will enjoy tranquillity and who will suffer, who will be impoverished and who will be enriched, who will be degraded and who will be exalted.

    On one hand, you can read that and pray for Divine intervention (or perhaps favor), or you can recognize that we each have a choice about who we want to be, how we show up, and what we make things mean.  Your choices about these things have very real power to create the experience and environment you will live in during the next year.

    As we shared our holiday with Ben, I started to think about what lessons from other cultures we could leverage in our interpretation of the day.  One concept came straight to mind … the Japanese art of Kintsugi. In Kintsugi, the Japanese mend broken pottery by gilding the fractures with gold, silver, or platinum.  This treats the breaks and damage as an element that adds value and enhances the beauty of an object (preserving a part of its history) – rather than something that simply diminishes the object. 

    Diapositive5

    This concept is an excellent reminder as we try to repair some of the breaks happening in the American culture war, and the damages of the isolation and death during COVID.  Our steps backward are just as much a part of our journey as our steps forward.  As you heal, it is also important to remember to heal the world around you as well.  In the Jewish faith, that concept is called Tikkun Olam

    One of the themes of Yom Kippur is that you’re only ever one good deed from tipping the scale towards good for yourself and others.  As you recognize and repent for your sins, it’s important to appreciate the good you did (and do) as well. 

    100 Days Left

    There are just over 100 days before the start of 2024.  Many will spend those 100 days stressing about the upcoming elections, grumbling about how 2020 was mishandled, and pretending it’s the universe’s fault they didn’t accomplish what they set their mind to … yet, 100 days is enough time to sprint, to make a change, and to end the year on a high note. 

    There is plenty of time to make this your best year yet.  What can you do?  What will you do?

    What could you do to make the life of someone around you better?  Likewise, how can you let others know you’re thankful for them?

    To reference a book by Ben Hardy (and Dan Sullivan), transformational change is often easier than incremental change (because you don’t have to drag the past forward).

    So, what can you do that would trigger 10X results?   Will you?

    I hope you all experience growth in your mental state, your relationships, and your businesses.  

    Best wishes for a great day, and an even better year!

  • Sign Up For My New AI Newsletter

    I'm launching a new newsletter - with a twist.  The newsletter will be fully automated and produced by an AI we are training to pick out the articles to highlight and share.

     

    Don't Let the Past Get In the Way of the New.

    Even though a lot of what I think and write about is innovation, exponential technologies, and automation … until now, what we write and send has been the result of human effort rather than artificial intelligence or technology. 

    Sure, portions of the process leverage technology … but humans have written the vast majority of what you read here. 

    It takes many hours a week.  Frankly, many more hours than you would guess!  

    Still, I enjoy working on the Weekly Commentary and the list of links that I share.  It is a labor of love (or OCD?) that I have been producing for about twenty years!

    If you aren't a subscriber yet, please click here to get it!

    We currently send out two weekly e-mails.  The one that comes out on Fridays is a hand-curated list of links that I found interesting during the week.  The Sunday edition has two articles written by me and my son, Zach, along with a few more links. 

    Deep down, I know that AI is now good enough to curate a high-quality list of articles in a more efficient, effective, and certain way than what I produce.

    So, we are about a week away from launching this.

     

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    This is my John Henry Versus The Machine.

    And I'll tell you what – I'm worried.

    The new AI-generated newsletter is really good. 

     

    Why Play a Losing Game? 

    I know that I will lose … But I also know that I will win.  And so will you!

    This does not have to be an "either-or" decision.  This is a "both-and" decision.  Meaning … I don't have to decide whether to stop producing by hand, in order to also produce with AI.

    One of the challenges with AI is that the fitness function you choose significantly impacts the result you achieve.

    If the purpose of the newsletter was only to produce a quality newsletter in less time, with less effort, and with greater certainty that readers engage … then the result is inevitable.  The AI newsletter wins.

    However, I didn't choose to produce the newsletter for the newsletter.  The newsletter is a natural result of my nature. I did the research because I wanted to do the research.

    I am naturally curious and passionate about these things.  It's what I think about.  It's who I am … and what I do.

    The Weekly Commentary and Link List are strategic byproducts of something that I'm going to choose to do anyway,

     

    AI Won't Replace the Real Magic.

    One of my beliefs about AI is that you shouldn't use it to replace your Unique Ability.  In other words, don't try to automate, delegate,  or outsource something you are great at, if it gives you energy.  The goal is to magnify "magic," not replace it.  The goal is to spotlight and support those areas by taking away things that are frustrating, bothersome, distracting, or taking cycles away from something that would produce a greater result with less energy.

    The point is, I can do both.  I will still do research because it gives me pleasure, knowledge, and a greater likelihood of continuing to learn and grow. I will continue to write and curate. 

    Why?  Because it's also an important part of my thinking process.  I think when I speak.  I think when I write.  But more importantly, I think when I am preparing to speak or write.  I wouldn't be me if I didn't go through that process.  I also don't believe my ideas or opinions would continue evolving without the challenge and effort.

    And I will also enjoy evolving new and different channels of communication.

    Hopefully, we all benefit.

    So, I hope you sign up for the new newsletter. We'll be sending out the first e-mail within the next week or two. 

    As I've said, I love writing and researching.  I'm an innovator at heart. 

    Many read my articles because of my commitment to AI, new technologies, and the future.  Most of my exploration has been centered on Capitalogix and our Amplified Intelligence Platform.  But there are a lot of exciting new use cases of AI, and I'm exploring many of those apps right now. 

    For example, as you could have guessed, one such use that I'm excited about is AI-curated newsletters.  Many people I trust and respect have started using Daily.AI, including Peter Diamandis, Dan Sullivan, Joe Polish, and Chris Voss. It's clearly a successful modality. 

     

    A Thousand Mile Journey Starts With a Single Step.

    Hopefully, you are excited about the new newsletter and the value you will get from it.

    I'm confident it will only improve – because it learns from what you value. 

    To start, the newsletter will focus on these three topic areas: 

    1. How to build a resilient business in a fast-changing world
    2. The Psychology of technology & technology addiction
    3. Business ethics and AI ethics in today's world. 

    But that is just the starting point.  It is set up to consider the same type of offshoots as I normally would.  So, it will remain diverse and educational. 

    Please sign up and let me know what you think about it.   

  • Media Bias and You in 2023

    Information is Power.

    Consequently, your choice of information source heavily contributes to your perceptions, ideas, and worldview.

    Coincidently, news sources are a lightning rod for vitriol and polemic.

    I am still somewhat surprised by the abject hatred I hear expressed toward a particular news source by those who hold an opposing bias.  This often leads to claims of fake news, delusion, and partisan press.  Likewise, it is common to hear derision toward anyone who consumes that news source.

    Perhaps the reality is that most sources are flawed – and the goal should simply be to find information that sucks less?

    It's to the point where if you watch the news, you're misinformed, and if you don't watch the news, you're uninformed. 

    News sources aren't just reporting the news … they're creating opinions and arguments that become the news.  Moreover, many consumers don't care enough to think for themselves or to distinguish facts from opinions.

    Here's a chart that shows where news sources rank on various scales.  It has default options and over 1400 sources you can add to the interactive version.  You can click the image to go to an interactive version with more details.  It gets updated every year, and this year's just got released.

    Media-Bias-Chart-11.0_Aug-2023-Unlicensed-Social-scaled
    via Ad Fontes Media

    I once spent fifteen minutes arguing about how you know whether the information in this chart is accurate.  If you're curious about their methods, click here

    The "new normal" is to distrust news agencies, big companies, the government, and basically anyone with a particularly large reach. 

    Perhaps even more dangerous is the amount of fake news and haphazard research shared on social media.  Willful misrepresentations of complex issues are now a "too common" communication tactic on both sides … and the fair and unbiased consideration of issues suffers.  

    Social media spreads like wildfire, and the damage is done by the time it has been debunked (or proven to be an oversimplification).  Once people are "convinced," it is hard to get beyond that. 

    In reality, things aren't as bleak as they seem.  People agree on a lot more than they say they do.  It is often easier to focus on "us" versus "them" rather than what we agree upon jointly.  This is true on a global scale.  We agree a lot.  Most Democrats aren't socialists, and most Republicans aren't fascists … and the fact that our conversation has drifted there is intellectually lazy.

    This idea that either side is trying to destroy the country is clearly untrue (OK, mostly untrue).  There are loonies on the fringes of any group, but the average Democrat is not that unlike the average Republican.  You don't have to agree with their opinions, but you should be able to trust that they want our country to succeed. 

    I don't know that we have a solution.  But there is one common "fake news" fallacy I want to explain at least a little. 

    It's called the Motte and Bailey fallacy.  It's named after a style of medieval castle prioritizing military defense.

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    Launceston Castle via Chris Shaw, CC BY-SA 2.0

    On the left is a Motte, an artificial mound often topped with a stone structure, and on the right is a Bailey, the enclosed courtyard.  The Motte serves to protect not only itself but also the Bailey. 

    As a form of argument, an arguer conflates two positions that share similarities.  One of the positions is easy to defend (the Motte), and the other is controversial (the Bailey).  The arguer advances the controversial position, but when challenged, insists they're only advancing the moderate position.  Upon retreating, the arguer can claim that the Bailey hasn't been refuted or that the critic is unreasonable by equating an attack on the Bailey with an attack on the Motte. 

    It's a common method used by newscasters, politicians, and social media posters alike.  And it's easy to get caught in it if you don't do your research. 

    Conclusion

    As a society, we're fairly vulnerable to groupthink, advertisements, and confirmation bias

    We believe what we want to believe … so it is hard to change a belief (even in the face of contrary evidence). 

    But, hopefully, in learning about these fallacies, and being aware, we do better. 

    I will caution that blind distrust is dangerous – because it feels like critical thought without forcing you to think critically.

    Distrust is good … but too much of a good thing is bad. 

    Not everything is a conspiracy theory or a false flag.

    Do research, give more credence to experts in a field – but don't blindly trust them either.  How well do you think you're really thinking for yourself?

    We live in a complicated world that is getting more complex. 

    Hopefully, knowing this encourages you to get outside your bubble and learn more about those with whom you disagree.

    Who knows … Something good may come from it?

  • The Illusion of Choice

    What happens doesn't matter nearly as much as what you make it mean … and what you choose to do. 

    For example, Dallas has been 100+ degrees almost all summer, and nothing stops.  You'll see people running outside, dogs walking, sports being played.  My son plays 8+ hour rugby tournaments in that heat, and no one bats an eye. 

    Growing up in New England, we were woefully underprepared for that heat.  The world would stop.  On the other hand, 8 inches of snow was nothing, but a little bit of ice … and Texas shuts down. 

    Snow isn't 'good' or 'bad' … and neither was the change of plans.


    Perspective.

    Fund managers recognize the importance of sensibly diversifying risks and opportunities.

    Be that as it may, as Mother Jones reported in the wake of the 2009 financial crisis, the nation's ten largest financial institutions held 54% of our total financial assets (compared to the 20% they held in 1990).  Meanwhile, the number of banks has dropped from almost 15,000 to barely 4,000. 

    Infographic: U.S. Banking System: The Great Consolidation | Statista

    via Statista

    Many people are shocked by a chart like this.  It must be 'bad' to have so much controlled by so few, right? 

    But it isn't hard to find a version of this story playing out in other industries:  Print Media,  Music,  Broadcast Channels, and Consumer Products … this type of consolidation happens for a reason.

    A firm that marshals more resources gains a competitive advantage and has more ways to win.

    They benefit from economies of scale, transactional leverage, better distribution and partners, and more ways to diversify risks.  In addition, if they work to communicate, collaborate, and coordinate their actions (and data), they can unlock opportunities that others don't have (or can't see).

    Here is a Chart Showing Some of the 'Winners' at that Game.

    The following chart highlights our "Illusion of Choice."  A surprisingly significant portion of what you buy comes from one of these ten mega-companies (KraftCoca-ColaPepsiCoKellogg'sNestléProctor & Gamble, MarsJohnson & JohnsonGeneral Mills, and Unilever).

    It's amazing to see what these giants own or influence.  Click the picture to see a bigger version.

    The Illusion of Choice in Consumer Brands

    via visualcapitalist

    Here is a more specific example.  You probably think you are familiar with Nestlé.  It is famous for chocolate.  But did you realize it was an almost $300 billion corporation … and the biggest food company in the world?  Nestlé owns nearly 8,000 different brands worldwide and takes a stake in (or is partnered with) many others.  This network includes shampoo company L'Oreal, baby food giant Gerber, clothing brand Diesel, and pet food makers Purina and Friskies.

    Kind of cool?  Mostly terrifying…

  • Gartner’s 2023 Hype Cycle For Emerging Technologies

    I share an article about Gartner’s Hype Cycle for Emerging Technologies each year.  It does a great job of documenting what technologies are reaching maturity and which technologies’ ascents are being enhanced by the cultural zeitgeist (hype, momentum, great timing, etc.).

    Creating a report like this requires a unique mixture of technological analysis and insight, an acute understanding of human nature, and a lot of common sense.

    Identifying which technologies are making real waves (and thus will impact the world more) is a monumental task.  Gartner’s report is a great benchmark to compare with your perception of reality.

    A quick look back at past reports shows that 2021 saw the inclusion of NFTs and advancements in AI.  It also focused on the increasing ubiquity of technology.  2022 built on those trends, recognizing that we were moving towards immersive experiences, faster digital transformations, and the adoption of exponential AI capabilities.  For reference, click here to see what Gartner predicted last year.

    Meanwhile, let’s look at the 2023 version of Gartner’s Hype Cycle for Emerging Technologies report.  2023 has some meaningful changes – and is best understood by where things are placed on Gartner’s framework called the “Hype Cycle.”

    What’s a “Hype Cycle”?

    As technology advances, it is human nature to get excited about the possibilities … and to get disappointed when those expectations aren’t met. 

    At its core, the Hype Cycle tells us where in the product’s timeline we are – and how long it likely will take the technology to hit maturity.  It attempts to tell us which technologies will survive the hype and have the potential to become a part of our daily lives. 

    Gartner’s Hype Cycle Report is a considered analysis of market excitement, maturity, and the benefit of various technologies.  It aggregates data and distills more than 2,000 technologies into a concise and contextually understandable snapshot of where various emerging technologies sit in their hype cycle.

    Here are the five regions of Gartner’s Hype Cycle framework:

    1. Innovation Trigger (potential technology breakthrough kicks off),
    2. Peak of Inflated Expectations (Success stories through early publicity),
    3. Trough of Disillusionment (waning interest),
    4. Slope of Enlightenment (2nd & 3rd generation products appear), and
    5. Plateau of Productivity (Mainstream adoption starts). 

    Understanding this hype cycle framework enables you to ask important questions like “How will these technologies impact my business?” and “Which technologies can I trust to stay relevant in 5 years?

    That said – it’s worth acknowledging that the hype cycle can’t predict which technologies will survive the trough of disillusionment and which ones will fade into obscurity. 

    What’s exciting this year?

    Before focusing on this year, it’s important to remember that, in 2019, Gartner shifted towards spotlighting new technologies at the expense of technologies that would normally persist through multiple iterations of the cycle.  This change helps account for the increasing number of innovations and technology introductions we are exposed to compared to the norm when they first started producing this report.  As a result, many of the technologies highlighted over the past couple of years (like Augmented Intelligence, 5G, biochips, the decentralized web, etc.) are now represented within newer modalities or distinctions. 

    It’s also worth noting the impact of the pandemic on the prevalent technologies. 

    For comparison, here’s my article from 2019, and here’s my article from 2015.  Click on the chart below to see a larger version of this year’s Hype Cycle.

     

    Hype-cycle-for-emerging-technologies-2023

    via Gartner

    Last year’s themes were:

    1. Evolving/Expanding Immersive Experiences,
    2. Accelerated Artificial Intelligence Automation, and
    3. Optimized Technology Delivery (digital businesses)

    This year, the key technologies were bucketed into four major themes.

    • Emergent AI represents the technologies that increase workforce productivity and differentiation from competitors.  The hallmark technology of this theme is Generative AI, but another exciting one is AI Simulation – where environments and people can be replicated virtually to run simulations and ask questions.  Imagine being able to create a digital replica of yourself (or a specialist in different disciplines) to bounce ideas off of … or to create a virtual advisory board to help process tough issues or test the response to various situations, opportunities, or challenges.
    • Developer Experience (DevX) is precisely what it sounds like.  Enhancing the developer suite of technologies not only enhances your engineering team but also helps attract and retain high-level employees.  Value Stream Management Platforms (VSMP) is a good example of this.  VSMP is intended to optimize product delivery from end to end. 
    • Pervasive Cloud focuses on how cloud computing is evolving.  This theme is also focused on creating an end-to-end use case.  In an ideal world, this enables easy and automated operational scaling, lots of cloud-native tools, and stability improvements.  A sample technology under this umbrella would be WebAssembly, a lightweight virtual machine and binary code format that would enable secure, high-performance applications on your web pages. 
    • Last but not least, we have Human-Centric Security and Privacy.  In response to growing security concerns, this theme recognizes the pressure companies face to create cultures and systems that value and protect security.  AI Trust, risk, and security management (AI TRiSM) is the culmination of this effort and represents a holistic approach to governance, reliability, efficacy, and more.  This will be an important frontier to develop as we innovate faster. 

    Last year, the main focus was on the spread of emerging technologies.  Last year’s themes focused on the ubiquity of AI in all facets of life – and the increasing immersiveness of these technologies. 

    This year, the focus seems to be on responding to that increasing ubiquity.  It’s about building systems that help adopt these new technologies efficiently … while also protecting yourself from making mistakes at lightspeed. 

    Of course, I’m always most interested in the intersection of AI and other spaces.  Last year, AI became a lighthouse for businesses to work toward.  It’s continued to shine a light this year.  In my opinion, this points towards the increasing maturity and adoption of AI.  The opportunity cost of adopting AI into your business is continuing to decrease.

    Meanwhile, these systems are also becoming more autonomic, self-managing, and self-learning.  I’m excited to see Gartner emphasizing what this does for humans – not what it takes away from them.  Remember, the heart of artificial intelligence is human – and it continues to free us up to be more human.  

     

    The Heartbeat of AI is Still Human_GapingVoid

    As we reach new echelons of AI, you’ll likely see increasing examples of over-hype and short-term failures.  You often miss a rung on the ladder as you reach for new heights, but it doesn’t mean you should stop climbing.  More importantly, it doesn’t mean failure or even a lack of progress.  Challenges and practical realities act as force functions that forge better, more robust, resilient, and adaptable solutions that do what you want (or something better).  It just takes longer than you initially wanted or hoped.

    To paraphrase a quote I have up on the wall in my office from Rudiger Dornbusch … Things often take longer to happen than you think they will, and then they happen faster than you thought they could. 

    Many of these technologies have been hyped for years – but the hype cycle differs from the adoption cycle.  We often overestimate what we can do in a year and underestimate what we can do in ten years. 

    I say it often … we live in interesting times!

    Which technologies do you think will survive the hype?

    Let me know what you think.

    Onwards!