Capitalogix

The Relationship Between Stock Exchanges and Indices

Last year, I wrote about how the top 16 exchanges each have a market capitalization above $1 trillion.

That's a staggering amount of money being traded; but, how much of is it traded well?

82% of funds trailed their respective benchmarks over 15 years, and Indexes consistently beat stock pickers. 

With the NYSE and NASDAQ being the two biggest stock exchanges, looking at them can provide a lot of insight. The NYSE has 2058 companies, and the NASDAQ has 2588. 

 

via VisualCapitalist

 

With active managers' struggle to beat the market, many investors have moved to index-tracking funds (as of last year, investors withdrew $1.2 trillion from actively managed U.S. funds since 2007, according to Morningstar). 

My prediction, active management becomes a lot easier with AI and machine learning. You'll be hearing more about that from us soon. 

Funding Fintech's Future

I think it’s clear that Fintech is getting a lot of attention from the press, investors, and talent.  It is a hot space!

Here is a chart showing the Fintech companies that got the most funding recently.

 

via howmuch

Rapidly maturing sectors are payment processing, personal finance, and blockchain/crypto.

• Payment Processing - Stripe received $685 million in funding last year and is valued at over $20B
• Personal Finance - This is a broad market, but we're seeing the "average joe" empowered to make smarter personal finance decisions with companies like Robinhood, Acorns, and Credit Karma. Credit Karma raised $869M and is valued at approximately $4B
• Blockchain - While crypto is currently out of favor for many, blockchain is still an exciting prospect. Opendoor is bypassing real estate agents and brokers to disrupt the housing market. Receiving over $1B in funding last year, it is currently valued at $3.7B.

These are the sectors getting the most Fintech funding now (with payment processing the clear leader).

In my opinion, real disruption is brewing in the personal finance & Wall Street sectors ... and funding is ramping up there as we speak.

This Fintech sector reminds me of biotech.   Solutions have to be more mature and fully-tested before unleashing them on the public.  But winners will Win!

Wall Street is one of the smaller sections in this infographic.  Nonetheless, I think you'll be reading a lot more about this space soon.  Here are some of the companies worth noting.

• Symphony  does secure communications for companies like JP Morgan and Goldman Sachs. It helps with internal communication, and client-centric communication, and has various bots and apps to decrease decision time. 
• Addepar claims to "power the global financial system".  It's a performance reporting platform meant to provide better insights, and connect assets to goals. 
• Carta does equity management; helping private & public companies manage their cap tables, investments, and equity plans. 

Not seen on these lists are all the smaller companies at the beginning of their innovation cycle, and the companies doing their best to stay under the radar. More competitors and more opportunities mean more reason to keep your cards close to your chest. 

The funding cycle is always two steps behind the innovation cycle, which means ideas we've been hearing about from the likes of Gartner will be seeing increased publicity soon. 

I think 2019  will be a great year for innovation. What about you?

Here Are Some Links For Your Weekly Reading - February 17th, 2019

NASA's Mars Opportunity Rover has officially lost contact with earth after a fierce dust storm. Its last message was "My battery is getting low and it's getting dark." The rover's original mission was scheduled for 90 days ... it lasted 14 years. 

 

via XKCD

 

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

 

Lighter Links

• A Quantum Future Awaits. (Science)
• Can We Make Artificial Intelligence Ethical? (Washington Post)
• Life's Secret Ingredient: A Radical Theory of What Makes Things Alive. (NewScientist)
• What Does "Dead" Mean? the Debate Continues Some 50 Years after Harvard Defined Death. (Forbes)
• Scientists Have Built a Real Star Trek 'Replicator' that Builds Objects with Light. (ScienceAlert)

 

Trading Links

• Warning: Stocks Have Only Been Stretched this Thin Once in the past 150 Years. (MarketWatch)
• From the Year When Nothing Worked in the Financial Markets to the Month When Everything Did. (CNBC)
• Mark Zuckerberg Adds $6.2 Billion in a Day, Vaulting to No. 5 Richest in World. (OCRegister)
• American Billionaire Hedge Fund Manager Has Spent $700M on Personal Real Estate in Five Years. (CNW)
• There's a New Movie Coming out about High-speed Trading on Wall Street, and It Looks Bonkers. (BizInsider)

 

 

Presenting at IBM Think! 2019

This week, I spoke on stage at IBM's Think! 2019 conference in San Francisco. Our topic was "Gaining a Financial Edge through Fast Data and Analytics."  I think it went well (both the presentation and our exposure to lots of useful technology, talent, and opportunities).   

Moscone Center was filled with people clamoring for information about artificial intelligence, big data, and flexible computing (think of it as being able to do what you want locally, in the cloud, or with a hybrid cloud ... or through hardware or software).  That means solutions are becoming independent of how they are produced, delivered, or consumed.

Here is a picture of our team there.

 

 

Another cool topic that got lots of attention was Quantum Computing.  Here is a picture of me with one of the first Quantum Computers.

 

 

Pretty Cool!  But, remember, the hype cycle precedes the adoption and benefits cycle.  This will be an interesting decade.

The conference was in San Francisco.   That is where my oldest son lives. Lucky for him, the most romantic Valentine's Day dinner is one spent with your dad right?

 

 

I thought it was fun.  For them, at least there was Absinthe involved to dull the pain.

The Bizarre and Surreal Works of Deep Learning AI

One thing that Deep Learning excels in is analyzing pictures & videos, and creating facsimiles or combining styles. If you want to create art with deep learning look no further than the Deep Dream Generator or deepart.io which use Convolutional Neural Networks to combine your photo with an art style (if you want to do it on your phone another cool tool to check out is Prisma). 

via SubSubRoutine

Deepfake is it's exactly what it sounds like ... the use "Deep Learning" to "Fake" a recording.  For example, a machine learning technique called a Generative Adversarial Network can be used to superimpose images onto a source video.  That is how they made this fun (and disturbing) Deepfake of Jennifer Lawrence and Steve Buscemi.

 

via YouTube

While this is a fun example, Deepfakes create very real concerns. They're often used for more "nefarious" purposes (e.g., to create fake celebrity or revenge porn and to otherwise make important figures say things they never said).  It's likely you've seen videos of Trump or Obama created with this technology.   But it is easy to imagine someone faking evidence used at trial, trying to influence business transactions, or using this to support or slander causes in the media.

As fakes get better and easier to produce, they will likely be used more often.  So, as a reminder, don't trust everything you see on the internet. 

But also ... Technology is pretty freaking cool. Right?

 

The Blind Leading the Blind: The Super Bowl Indicator

Trying to get rich quick? Want to know if the markets going to be bull or bear this year?

Look no further than the "Super Bowl Indicator".

The theory is a Super Bowl win for a team from the AFC foretells a decline in the stock market and a win for the NFC means the stock market will rise in the coming year. 

There is one big caveat ... it counts the Pittsburgh Steelers as NFC because that's where they got their start. 

If you accept that caveat, it has been on the money 33 years out of 41 - an 80% success rate. Sounds good, right?

Come on ... you know better.

Here are some other "fun" stock market fallacies:

• January Indicator
• Aspirin Count Theory
• Hemline Indicator
• Sports Illustrated Swimsuit Indicator
• Men's Underwear Index
• Big Mac Index

Back to Reality

Rationally, we understand that football and the stock market have nothing in common.  And we probably intuitively understand that correlation ≠ causation. Yet, we crave order, and look for signs that make markets seem a little bit more predictable.

The problem with randomness is that it can appear meaningful. 

Wall Street is, unfortunately, inundated with theories that attempt to predict the performance of the stock market and the economy. The only difference between this and other theories is that we openly recognize the ridiculousness of this indicator.

More people than you would hope, or guess,  attempt to forecast the market based on gut, ancient wisdom, and prayers.

While hope and prayer are good things ... they aren’t good trading strategies..

As goofy as it sounds, some of these "far-fetched" theories perform better than professional money managers with immense capital, research teams, and decades of experience.

I have a thought experiment I often ask people that come into my office. 

What percentage of active managers beat the S&P 500 any given year?

... Now, what percentage beat the S&P 500 over 15 years?

The answer is about 5% (and that's in a predominantly bull market).  That's significantly worse than chance. That means something they're doing is hurting, not helping. 

via Gaping Void

There's simply too much information out there for us to digest, process, rank, and use appropriately.

Every second you spend looking at a market is a second wasted.

There are people beating the markets — not by using the Super Bowl Indicator ... they're doing it with more algorithms and better technology. 

There will never be less data or slower markets.

Onwards.

Here Are Some Links For Your Weekly Reading - January 27th, 2019

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

 

Lighter Links

• Giving Algorithms a Sense of Uncertainty Could Make Them More Ethical.(TechReview)
• How Musicians Communicate Non-Verbally While Performing.(PsychCentral)
• Welcome to the World's Largest Gathering of Humans. (NPR)
• The Evolutionary Advantages of an Addictive Personality. (Scientific American)
• George Orwell Predicted Cameras Would Watch Us in Our Homes; He Never Imagined We'd Gladly Buy and Install Them Ourselves.(OpenCulture)

 

 

Trading Links

• The Weaponization of Artificial Intelligence. (Forbes)
• Apple Named 'World's Most Admired Company' for 12Th Year in a Row.(MacRumors)
• The Government Shutdown May Ripple through the IPO Market for Months. (Quartz)
• Billionaire Ray Dalio Shares a 3-Step Formula for Anyone to Start Investing.(CNBC)
• Ex-Goldman Banker Describes Finance as "Dark Art," Advocates Running McDonalds Franchise Instead. (News)

 

The Pale Blue Dot: Life, Mankind, and the Universe

In 1977, the Voyager 1 launched into space.   Just over a dozen years later, the Voyager 1 spacecraft had traveled farther than any spacecraft/probe/human-made anything had gone before.  It was approximately 6 billion kilometers away from earth.  At that point, the Voyager 1 was "told" by Carl Sagan to turn around and take one last photo of the Earth ... a pale blue dot. 

The resulting photo is impressive precisely because it shows so little in so much.

 

"Every saint and sinner in the history of our species lived there--on a mote of dust suspended in a sunbeam."  – Carl Sagan

Earth is in the far right sunbeam –  a little below halfway down the image. This image (and the ability to send it back to earth) was the culmination of years of effort, the advancement of technology, and the dreams of mankind.

The resulting speech from Carl Sagan is still profound, moving, and worth a listen. 

 

Carl Sagan via YouTube
 

Here's the transcript:

 

Look again at that dot. That's here. That's home. That's us. On it everyone you love, everyone you know, everyone you ever heard of, every human being who ever was, lived out their lives. The aggregate of our joy and suffering, thousands of confident religions, ideologies, and economic doctrines, every hunter and forager, every hero and coward, every creator and destroyer of civilization, every king and peasant, every young couple in love, every mother and father, hopeful child, inventor and explorer, every teacher of morals, every corrupt politician, every "superstar," every "supreme leader," every saint and sinner in the history of our species lived there--on a mote of dust suspended in a sunbeam.

The Earth is a very small stage in a vast cosmic arena. Think of the rivers of blood spilled by all those generals and emperors so that, in glory and triumph, they could become the momentary masters of a fraction of a dot. Think of the endless cruelties visited by the inhabitants of one corner of this pixel on the scarcely distinguishable inhabitants of some other corner, how frequent their misunderstandings, how eager they are to kill one another, how fervent their hatreds.

Our posturings, our imagined self-importance, the delusion that we have some privileged position in the Universe, are challenged by this point of pale light. Our planet is a lonely speck in the great enveloping cosmic dark. In our obscurity, in all this vastness, there is no hint that help will come from elsewhere to save us from ourselves.

The Earth is the only world known so far to harbor life. There is nowhere else, at least in the near future, to which our species could migrate. Visit, yes. Settle, not yet. Like it or not, for the moment the Earth is where we make our stand.

It has been said that astronomy is a humbling and character-building experience. There is perhaps no better demonstration of the folly of human conceits than this distant image of our tiny world. To me, it underscores our responsibility to deal more kindly with one another, and to preserve and cherish the pale blue dot, the only home we've ever known.

 

Today, we have people living in space, posting videos from the ISS, and high-resolution images of space and galaxies near and far. 

We take for granted the immense phase shift in technology. You have more computing power in your pocket than we first used to go to the moon. 

As humans, we're wired to think locally and linearly. We evolved to live our lives in small groups, to fear outsiders, and to stay in a general region until we die. We're not wired to think about the billions and billions of individuals on our planet, or the rate of technological growth - or the minuteness of that all in regard to the expanse of space.  

However, today's reality necessitates we think about the world, our impact, and what's now possible for us.

We created better and faster ways to travel, we've created instantaneous communication networks across vast distances, and we've created megacities. Our tribes have gotten much bigger - and with that, our ability to enact massive change has grown as well. 

Space was the first bastion of today's innovation, but today we can look toward A.I., medicine, epigenetics, and more. 

It's hard to comprehend the scale of the universe and the scale of our potential ... but that's what makes it worth exploring!

Onwards!

A Look Back at "The Crazy Ones"

I remember being mesmerized the first time I saw Apple Computers iconic "Crazy Ones" video as part of their Think Different campaign.

Steve Jobs originally recorded a version of "The Crazy Ones" himself, but chose to release the Richard Dreyfuss narrated version. 

 

via YouTube

Here is the text version of the script.

 

Here's to the crazy ones.
The misfits.
The rebels.
The troublemakers.
The round pegs in the square holes.

The ones who see things differently.

They're not fond of rules.
And they have no respect for the status quo.

You can quote them, disagree with them,
glorify or vilify them.
About the only thing you can't do is ignore them.

Because they change things.

They push the human race forward.

While some may see them as the crazy ones,
we see genius.

Because the people who are crazy enough to think
they can change the world, are the ones who do.

    –     © 1997 Apple Computer, Inc.

Click here for extra material about the video and campaign. 

I think it has held up pretty well, and I had this piece of art commissioned for my office. 

There's a lot to be said for carving your own path, for pushing past perceived limits and accomplishing something hard to ignore.  

 

Here Are Some Links For Your Weekly Reading - January 20th, 2019

Most citizens don't have big savings account to buffer them against an unexpected expense or loss of income.

The Government Shutdown is one of the curveballs most workers haven't planned for adequately.

 

Actions have consequences.

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

 

Lighter Links

• Full Translation: China's 'New Generation Artificial Intelligence Development Plan' (2017). (Newamerica)
• Apple Buys 50 Business Class Seats from San Francisco to Shanghai Every Day. (MacRumors)
• Ford Built a Sweaty Robot Butt to Simulate Your Sweaty Human Butt. (BGR)
• Intimate Portraits of People over 100 Years Old Reveal the Beauty of Aging Bodies. (MyModernMet)
• Costco is Selling a 27-Pound Tub of Mac and Cheese that Lasts 20 Years. (BusinessInsider)

 

Trading Links

• Fear of Algorithm Trading is Really Just the Fear of the Unknown. (Quartz)
• Hedge Funds Suffer Worst Year since 2011. (FT)
• Nearly Half of Workers Earn Less Than $30,000. (Ritholtz)
• Michael Dell Gets $12 Billion Richer with Break from Public Eye. (Fortune)
• The New Impossible Burger 2.0 Won Everyone's Mouth at CES 2019, but That's Just the Beginning. (Forbes)