Capitalogix

The Heartbeat Of AI Is Still Human

I'm proud of our team.  We have a shared sense of Mission, Values, and Purpose.

Also, we understand that robots aren't coming for our jobs.  We're creating the robots, the AI, and the automation – and it's exciting!

With that said, as tech becomes more capable, some will focus on the promise ... while others will focus on the peril.

We're seeing lots of hyperbolic promise and peril in the news cycle recently because of ChatGPT. Trends in technology news appear to come in cycles, with different names and topics but similar patterns. This is because, despite the constant evolution of technology and the world, human nature remains relatively unchanged.

While browsing a library of our old content, I came across an old news story from a local news channel that discussed finding tech talent and featured Capitalogix.  Here's the article.  You can watch the video below. 

via NBC DFW

We are always hiring.

It's not enough to invest in the right ideas or technologies.  You have to invest in the right people as well. 

"Standing still is moving backward ... so you don't only need new technology, you need a new level of data scientists – a new level of professional that can think about what's possible, rather than how to do what we want to do right now."

Even though we've got an incredible edge now, I recognize that edges decay faster than ever.  The trick is to stay ahead.  

The future is bright, and the best way to predict the future is to create it.

Onwards!

Capitalogix's 23rd Anniversary

Last week I started getting “Happy Work Anniversary!” messages on LinkedIn ... and I was a bit confused because people kept mentioning 23 years. 

Twenty-three years ... That can’t be right? Can it?

For context, here’s what I looked like around that time.

 

My eldest son (who’s now married with a baby) was in middle school. I was just out of the events I described in my TEDx talk. 

However, depending on your definition, the 23rd anniversary can be true or false. Legally, the Capitalogix that exists today is distinct from the initial iteration. Additionally, the company has expanded, its direction has shifted, and what was once a one-person operation has grown into a team of over 20 individuals focused on advancing and commercializing the field of Artificial Intelligence.

It reminds me of the Ship of Theseus (also known as Theseus’ Paradox), which is a philosophical thought experiment that poses the question of whether an object that has had all of its parts replaced is still considered to be the same object. It raises issues of identity, continuity, and change over time. The concept can be applied to physical objects, living organisms, and even organizations or businesses. It challenges our understanding of what it means for something to be fundamentally the same, and if an object can remain unchanged despite undergoing significant changes over time.

The name “Capitalogix” did originate in the year 2000 ... and a surprising amount of the original North Star “purpose” still exists. Honestly, I’m surprised by how much holds up despite 20+ years of passing ... but almost all of it has needed some course correction to adjust to changing tides.  

Regardless, it’s staggering to think about how long I’ve worked in A.I. (since 1991, when it was hard to spell A.I.) and how far we’ve come. 

If I had known how difficult it was at the beginning, I probably never would have pursued it. However, knowing how difficult it is, and how challenging it is to make meaningful progress, I feel better that I did because I realize that it’s not just a competitive advantage, it’s a sustainable competitive advantage. It’s easy for people to focus on a capability, it’s another to make it industrial-grade, robust, reliable, and able to work in difficult conditions. They say that things that don’t kill you make you stronger, it’s true for people, but it’s also true for technologies.  

As we celebrate Chinese New Year, it also feels like a new beginning for Capitalogix as we chase after new possibilities and probabilities. 

We didn’t come this far — just to come this far! Onwards!

Happy Chinese New Year!

Chinese New Year happened this weekend.

So, Gong Xi Fa Cai … which translates to "Best wishes for a prosperous New Year!"

Often, Jennifer and I go to Indonesia to celebrate with Jen's family, but this time we stayed home and celebrated here. 

via Statista

On New Year's it is a lot easier to celebrate when you have a party to go to ... The trick is finding the celebration in the first place.

It's interesting to think about how many New Year celebrations there are.  In addition to Chinese New Year, Muslims have Hari Raya Idul Fitri; Jews have Rosh Hashanah; of course, there is January 1st (and many others).

Which is correct?  I think the answer is all of them.  Regardless of your chosen New Year, it provides an opportunity to celebrate, share, reflect, plan, and commit to the right actions.  If you've already fallen off the wagon of your new year's resolutions, this can be your reason to get back on them. 

As I think about it, the same principle applies to trading.  It's all a matter of perspective.

At some level, there really isn't a correct answer as to which trading style is best.  The best technique is the one that works.  Trading styles go in and out of phase, and if you get too attached to a particular technique, you can too easily get detached from profit.  As any experienced trader can tell you, edges decay, people catch on, and trends change.

As businesses increasingly adopt Artificial Intelligence, the way forward is becoming evident.  This involves utilizing AI to selectively activate and deactivate specific capabilities based on their effectiveness.

In trading or business, while no single method is guaranteed to succeed, there is always a method that can be effective.  You just have to be flexible enough to know what you want and still be willing to accept something better.

The World's Biggest Hedge Funds

Hedge Funds have seen a downtick since COVID-19. There are still 15,000 of them (amounting to $4.5 Trillion in assets under management).

Seventy percent of Hedge Funds are North American. 

Visualcapitalist put together a guide to the 20 biggest funds. It puts the consolidation of wealth into perspective. 

via visualcapitalist

Unsurprisingly, Bridgewater tops the list by a wide margin with nearly double the assets of their closest competitor. And, despite poor performance by many funds, the overall state of the market means that many funds still saw growth. 

The expansion of hedge funds may not always align with general market trends – and is not necessarily a reflection of the overall economic situation. However, studying and evaluating their growth and results can still be beneficial. 

AI Tools For Your Business

Last week, I talked about the time value of time - and the benefit of quality peer groups. 

On Friday, one of those peer groups spent hours talking about the promise and peril of generative AI. While some people remained skeptical or in fear of what tools like ChatGPT made possible. 

One of the members shared an AI tool directory that I thought was worth sharing as well. It's called Futurepedia.io 

via futurepedia.io

My contribution to the discussion was brief, but it amounts to this ... Nothing you're hearing about AI should scare you. It should scream opportunity.  You don't have to rush.  AI is at the beginning of a long upwards sloping cycle of impact and capability. However, AI isn't duct tape, and for most, it's not a business ... it's a tool to help you create a bigger future that wasn't possible before.  Much like "internet" companies came and went in the late 1990s ... yet almost every company uses the internet in ways that were unimaginable at the beginning of the cycle.

People often get stuck searching for 'something' (often a singular goal or result). But, in their myopia, they miss the possibility of 'or something better.' 

In my business, I'm rarely happy to settle for less than I'm aiming for ... but I am willing to happily take the 'or something better'. Nonetheless, it is hard to see (let alone be open to) other targets or possibilities when you myopically focus on achieving the lesser (but specific) goal or target you initially chose to focus upon.

So, here is a thought to ponder ...

What is opportunity, and when does it knock? It never knocks. You can wait a whole lifetime, listening, hoping, and you will hear no knocking. None at all. You are opportunity, and you must knock on the door leading to your destiny. You prepare yourself to recognize opportunity, to pursue and seize opportunity as you develop the strength of your personality, and build a self-image with which you are able to live -- with your self-respect alive and growing. ~ Maxwell Maltz

Imagine what you believe this tipping point indicates is possible personally and professionally.

Hope that helps. 

How'd These 2022 Predictions Fair?

As we brought in 2022, I asked the question:

What's going to happen as a result of the continuing pandemic, inflation, interest rates, the ongoing supply chain issues, and the growing anxiety and unrest brewing underneath the surface of the new normal? In January, we'll get to see VC's predictions. Before that, what do you expect to happen in 2022? - How'd These 2021 Predictions Fair?

I proceeded to share visualcapitalist's 2022 predictions: 

via visualcapitalist

Well, there was undoubtedly increased volatility. 

While the whole board isn't correct, there's a surprising amount of prediction accuracy. On some level, predictions benefit from being generally vague. Also, many of the predictions that may not seem as accurate "today" seemed more accurate at some point this year. For example, we heard a lot about NFTs in the first half of the year, and while Big Tech is currently laying off employees, there was massive growth this year. 

What are you surprised they got right? In what areas were the predictions most off-base? Why?

And, of course, what are your mega-trend predictions for 2023?

Interesting stuff! 

OpenAI's ChatGPT is Pretty Cool

One of my go to claims about AI is that it can do almost anything ... but it can't do everything. Specific AI systems are becoming incredibly robust. Last year, I wrote an article emphasizing how big of a jump GPT-3 was from past language processors.  I also shared a Seinfeld sketch created by GPT-3 that was so good it was almost unimpressive ... it just felt like a Seinfeld sketch. 

It feels like every week, there's a new breakthrough in pop AI. OpenAI just released ChatGPT (for free) to the public. The promise of ChatGPT is to give a cogent reply to conversational discussions. It can help you code, it can write a poem, can answer your questions, and more. The code it produces is stellar, and it can even create a convincing romantic comedy using characters from various famous shows. It does a lot very well, but it does have some failings. 

ChatGPT via OpenAI

 

GPT-3 is 100x bigger than any previous language AI model and comes pre-trained on 45TB of training text (499 billion words). It cost at least 4.6 million US dollars (some estimated as high as $12 million) to train on GPUs. The resulting model has 175 billion parameters. This was impressive enough, but ChatGPT is actually not based on GPT-3 but GPT3.5 an even more robust model that improved on the ability to answer in a way that feels natural. 

ChatGPT can talk about almost any topic you can think of, and even create prose that feels human; however, it's not perfect yet. 

Unfortunately, this chatbot fails in many of the same ways as its predecessors. To start, it can present false information as true because it's essentially a "stochastic parrot" basing its answers on statistical regularities in its data sources, not on an actual understanding of the world. As well, a lot of its answers can include meaningless fluff that sounds good but doesn't actually answer the question meaningfully ... almost like a high schooler that forgot to read the book before writing an essay. It also can't produce ASCII art despite the advancements in AI art we've recently discussed. 

Regardless of ChatGPTs faults, it's a very impressive piece of software. It can answer trivia like Google, write poetry and dialogue, it can pretend to engage in philosophic discussion, and it can help you correct your code or improve your writing. 

Here's a sonnet I had it write about Artificial Intelligence:

AI, the future's shining light,
A force that shapes our world anew,
A source of endless possibility,
A tool that cuts our burdens in two.

From language translation to deep learning,
AI's capabilities are vast and grand,
It helps us solve problems, find solutions,
And gives us new ways to understand.

But with great power comes great responsibility,
As AI transforms our world and lives,
We must ensure that it's used ethically,
That it helps, rather than subverts or deprives.

So let us embrace this technological marvel,
And use it wisely, for the common good,
For AI has the power to unravel
Our deepest mysteries, as well as hurdles.

 

It does what it is supposed to do very well. It is much more conversational and robust than previous chatbots. Obviously, it doesn't do everything well, and I doubt a chatbot will any time soon. Nonetheless, it is a step forward … and it will create ripples of progress.

What do you think?

Tech Company Layoffs

For all the drama at Twitter, they're not the only ones experiencing layoffs in the tech industry. Though, Elon is now (supposedly) trying to renege on his severance packages.  

via visualcapitalist

Meta and Amazon saw even steeper layoffs than Twitter. Is this a result of overhiring during the tech boom, or a sign of dire times? Time will tell.  

Stated reasons are economic uncertainty and poor performance, we're also seeing unsuccessful departments downsize - like Alexa. 

To help allay economic fears, payroll and wage data from the U.S. government are exceeding expectations, and the country’s unemployment rate is close to a half-century low. As well, tech jobs account for 3% of the workforce - and many of those laid off will be picked up by smaller companies. 

Even if the layoffs represent a short term reaction to what tech companies are seeing, hearing, or otherwise experiencing … they won't necessarily translate to long term bad news for our economy. 

Envisioning A Bigger Future

Last week, I shared an article about creating your annual plan (and how Capitalogix does it).  This week, I want to talk more high-level about how we create a bigger future for ourselves, and next week I’ll talk about how I translate that bigger future into resolutions and actions. 

The beginning of a new year is an excellent time for a fresh start.  While it’s always the right time to take the right action, the structure of a year-end is a helpful crutch and force function. 

We look forward to what we will achieve – even though history says we rarely achieve everything we hope for.  Meanwhile, paradoxically, it is also true that we rarely achieve things we don’t hope for.  So, Hope!  It may not be a reliable strategy ... but it beats the alternative.

I’m excited about 2023.  Despite the abnormal market, the crazy headlines, and the still volatile political climate, we’re moving toward increased stability. 

Even though I expect some volatility, we have become more accustomed to handling it (and we’ve become better at transforming its strategic byproducts into strategic benefits).

On a different topic, think about how much progress we’ve made and how different the “new normal” has become.  For example, think about Zoom and remote work or how quickly our economy migrated online.  On many levels, what we are doing now seemed like science fiction, even just a few years ago.

We are living in an age of exponential technologies and exponential possibilities.

I commissioned this image from GapingVoid, to remind our team to keep shooting higher.

 

 

Resilience, resourcefulness, and a worthy goal are the foundational keys to many entrepreneurial success stories.

In the spirit of New Year’s Resolutions – I’ll add that a deliberate approach to goals is important too.

I’m a big fan of picking a Big Hairy Audacious Goal (sometimes called a “BHAG”) and taking actions that move you in that direction. 

I’m also a big fan of Strategic Coach’s Bigger Future exercise.  It is a 25-year planning exercise where you lay out your commitments and goals to yourself, your family, your career, and your legacy.  One of the keys to this is chunking high enough to name the roles, goals, and strategies you select with timeless language (meaning that the target words hold up even as you pivot and adjust your focus and actions).

While doing this, I realized that my ideal next chunk of years involves taking Capitalogix to the next level (and beyond) through collaboration, cooperation, and joint ventures. 

Once you know your long-term goal, it is relatively easy to plan the steps you need to achieve it.  Achieving smaller goals reinforces successes, builds momentum, and makes continued progress feel more likely.

Extra points if you make them SMARTs (Specific, Measurable, Attainable, Realistic, and Time-Bound). 

Actions speak louder than words, and your words can distract you. 

If your goal is to win first place at a competition, focus on the metrics of a first-place finish instead of the medal.  This makes the goal concrete and sets an internal locus of control for your victory.  This also means you don’t need to tell others about your goal too soon.  Studies show that when you announce your intention to achieve a goal in public, you decrease the likelihood of succeeding. 

It’s okay to misstep, and it’s okay to get stuck - but recognize where you are and what you’ve done ... and move forward. 

Delayed gratification happens when you want something badly, but are not able to get it right away.  The result is often anger or frustration.

Meanwhile, the mainstream media broadcasts a seemingly non-stop stream of messages screaming for immediate attention and gratification.  The result of that is not good either (for example, it can result in higher rates of obesity, drug abuse, and depression). 

Don’t be fooled.  Overnight successes are rarely actually overnight successes (for long).

It’s also important (once you’ve accomplished your goal) to set new goals. 

Over the next 25 years, there are many people I want to impact – and many goals I want to accomplish.

It hasn’t always been easy - but building Capitalogix has been an intensely rewarding passion.  It has been easier because I want what I want.  Make sure you know what you really want ... it makes getting it much easier.

I look forward to you all being a part of it as well.  Here’s to a successful 2023 and an even more successful 2048.  

Onwards!

Creating Your Annual Plan

It is that time of year, again.  We are in the midst of our annual planning for 2023.

The process is relatively straightforward.  We start by deciding what the company's three highest priority goals are. With those goals as the base, each department (and manager) creates a big three that represents what they can do to reach the company's big three. From there we dive into quarterly rocks, SMARTs (goals that are specific, measurable, actionable, relevant, and timed), as well as the explicit tactical steps it will take to accomplish what we set out to achieve. 

The meetings are going well.  There is a lot of back-and-forth idea sharing, negotiating, and priority setting.

Nonetheless, I had a sneaking suspicion that sometimes what seemed like a dialogue, was really multiple monologues. 

The reason for the disconnect (or misconnect) was that the participants had fundamental beliefs, at a higher level than we were discussing, that were at odds with each other. 

I shot two videos that I think help teams get to alignment.

Thinking About Your Thinking

The first discusses several techniques to enhance your decision-making. 

 

One of the ideas is something called "Think, Feel, Know." Basically, it explains that you have to deal with superficial thoughts before getting to deeper feelings. Then, you have to deal with those feelings before you get to "knowing". 

Another technique discussed in the video involves adding time to look for "insights" after working on something.  Those insights are often the seeds for something greater.

Chunking Higher

The second is on how to chunk high enough that you can start from a place of agreement.  Exploring distinctions from there is relatively easy.

I'll add one more concept for good measure ... Start with the end in mind. Alignment happens in stages.  Before you can truly get alignment on what to do next, you have to get agreement and alignment about where you are and where you want to go.

With that said, another important component of meaningful communication is a shared understanding of a common language.  Words can mean different things to different people.  Simply agreeing on a "word" is different than agreeing on a common meaning.

To summarize these concepts:

1. Make sure you have a common language
2. Begin with the end in mind
3. Start with the highest level of agreement
4. Make distinctions from there

Hope that helps.