Does the Future Need Us?

Does the Future Need Us?

Brilliance combined with quirkiness and rule-breaking perpetuates an image of daring entrepreneurs and risk-taking capitalists generating outsized wealth. This simply doesn’t happen unless what is created matters. While we might question how much one needs to play a videogame or interact with social media, an advanced society needs advanced solutions to the intractable problems it faces. As John F. Kennedy said, “Our problems are man-made, mankind can solve them, as well.” Perhaps. The harsh reality is that brilliant, hard-working entrepreneurs and thoughtful investors lose much more often than they win. We need their risk-taking and willingness to lose. It’s how we win. We need the benefits technological innovation delivers even if we don’t understand that innovation’s ultimate purpose.

A Solution and a Sideshow

A Solution and a Sideshow

Innovation is unpredictable and astonishing – it can address the world’s most critical issues today, from hunger to efficient energy, to devastating diseases. It is also too often misguided, inefficient, and meaningless – creating nothing more than distractions and wastes of time cloaked in an image of technological wonder. Misguided and manipulative business plans sit side-by-side with the groundbreaking disruptions that may address society’s greatest problems.

Innovation is Essential and a Misguided Sideshow

Innovation is Essential and a Misguided Sideshow

Remarkable things can happen. Or not. Can we solve climate change, food shortage, limited healthcare, and other global stresses – all with TikTok videos? Innovation is unpredictable and astonishing – it can address the world’s most critical issues today, from hunger to efficient energy, to devastating diseases. It is also too often misguided, inefficient, and meaningless – creating nothing more than distractions and wastes of time cloaked in an image of technological wonder. Misguided and manipulative business plans sit alongside the groundbreaking disruptions that may address society’s most significant problems. We don’t have time. Even though there is no clear argument for resources going to a new video-sharing platform or immersive game, that is beside the point. Technology delivers something, nothing else can. It is the only way to find solutions to otherwise intractable and potentially devastating global crises. The freedom to pursue solutions is the essential first step. Letting the best people do their best is still the best policy. It will also generate the best outcome.

Think Differently and Better

Think Differently and Better

The market is consensus thinking. Performing above average means being different. Simply being different doesn’t define success. Success means understanding what it takes to not only think differently but understand when consensus thinking is wrong and executing and implementing those choices effectively. Doing better (generating superior returns with less overall risk) is difficult. Understanding “what’s really going on” is not a simple formula. It requires different, deeper, and better thinking. Depart from the investment crowd, focus on the factors that are necessary and, in combination, sufficient to make a difference, sustain performance and manage risk. It’s not easy or obvious, but it is superior.

The Hitchhiker’s Guide to The Metaverse

The Hitchhiker’s Guide to The Metaverse

It has taken over 30 years for the overnight sensation of the Metaverse, but now hype, money, and large technology companies are charging in. Most obvious and conspicuous is Facebook’s maneuver to change its name to Meta Platforms and commit $10 billion. Microsoft is making a $70 billion acquisition of Activision to mostly focus on Metaverse platform development. Following on top of these two elephants is tens of billions of dollars of venture capital. The opportunity is considered comparable to the original iPhone. None of the iPhone’s component services – mobile phone, computer, camera, and operating system, were new or distinct. The iPhone revolution is the convergence into a single device (or platform) and, most importantly, the entrepreneurial spark that lit millions of application developers to create value from the iPhone platform.

The Metaverse can best be thought of as the intersection of technologies and users. It combines virtual and augmented worlds, virtual assets, digital assets, and gaming into a single platform. However, there doesn’t seem to be anything too disruptive about the Metaverse or Web 3.0. It’s reasonable to be skeptical, and while there is an economic opportunity within the specific creation of Metaverse assets, the real opportunity remains with the infrastructure, intermediaries, picks, shovels, and “the arms dealers” of global digital war.

A Better Investment Strategy – Data, Discipline, and Rigor

A Better Investment Strategy – Data, Discipline, and Rigor

Let the data tell the story. Remove human bias. Intuitive investment ideas may seem compelling, but more often, these ideas are time-consuming, inefficient, and inferior. Data and verification are more effective, and this approach has generated more successful investment strategies. Diverse thinking, diverse data, innovative approaches, and a willingness to be wrong and start over typically bring superior results. Trust the model. Data, discipline, and rigor win more often.

Automated Trading – Why Algorithms Win

Automated Trading – Why Algorithms Win

Automated trading strategies provide numerous advantages for implementing successful investment strategies. A rigorous and disciplined approach can lead to profitable strategies far superior to human discretionary trading.

Automated trading is disciplined trading. The strategy will do exactly as the underlying software is written. The software will enter trades based on the core logic of the strategy and likewise exit trades according to its exit logic. Irrational human behavior and biased decision-making do not interfere.

May You Live In Interesting Times

May You Live In Interesting Times

Risk is higher. Markets are more unpredictable, and valuations more volatile. So, when anyone says “this time it’s different” it usually makes good sense to stop listening. However, these days the markets have given us more frequent and intense volatility. The NASDAQ is down almost 30% so far this year, and shocks from the pandemic, the Ukrainian war, massive central bank interest-rate maneuvers, and China’s zero-covid policy, are all ongoing inputs for turmoil that will continue for some time. Persistent uncertainty creates higher costs of capital and less affordability, weakening business investment, slowing GDP growth, and reducing investment returns. Hyperbolic “this time it’s different” statements are turning out to be true. This time days look darker, uncertainty greater, economic growth lower, vulnerability to additional shocks higher, and investors fear many more dark days to come. More frequent and intense volatility will not be calmed anytime soon. It really may be different this time.

Sweltering, Chills, and Discontent

Sweltering, Chills, and Discontent

While most of Europe and the United States suffer sweltering heat, darkening economic skies and bitter winter of discontent are looming. Threats to the world economy are chilling. Rising interest rates are slowing activity for discretionary spending while rising prices for nondiscretionary spending are also slowing economic activity. It would be miraculous if the compounding of both effects would not lead to a recession in both Europe and the US. China’s growth has stalled. The Ukraine conflict will ultimately resolve itself to the West’s dramatic disadvantage and the West seems to be willing to let it happen – much to each economy’s long-term disadvantage. Don’t count on anything miraculous.

Interest Rates and Lost Flexibility

Interest Rates and Lost Flexibility

Interest rates are increasing, and bills are coming due for banks, taxpayers, and bondholders. More worryingly, rising interest costs will squeeze government budgets more than realized. Toss this onto the pile of higher energy costs, rising defense spending, aging populations, slowing growth, and the need to address climate change. As short-term interest rates rise, profits from quantitative easing will disappear (it was over $1 trillion from 2010 to 2021, for the US government).

More broadly, a full accounting of interest rate sensitivity is terrible news for the central banks in Britain, Japan, Europe, and the United States. Higher interest rate costs will impact budgetary flexibility, central-bank profits will be limited or disappear, and costs will be substantial, whether born initially by governments, the banking system, or taxpayers. Eventually, taxpayers will pay.

Government budgets will continue to be squeezed and economic flexibility will be limited or lost. That’s right, I don’t hear any music either.

A New Vision for Artificial Intelligence

A New Vision for Artificial Intelligence

A new vision for artificial intelligence is using smaller more relevant data sets for dynamic learning generating more effective outcomes and better predictions. This model uses cognitive architecture, learns, transfers learning, and retains knowledge – enabling more valuable and compelling artificial intelligence applications. Our approach is more closely related to the brain’s actual structures and much more effective than “neural networks,” which is a catchy name but the similarity to the brain’s actual functioning is in name only. Real advancement in artificial intelligence must live in reality, not theoretical marketing. This video discusses our perspective on the current state of artificial intelligence, the shortcomings of big data and trial and error approaches, and the most effective solution and its prospects. Smaller data sets, more relevant information, dynamic data, and algorithms will lead to more appropriate outcomes, better tools, and more effective applications, especially within Arcadia’s algorithmic trading.

Hope Over Experience

Hope Over Experience

The Fed’s latest projection was for annual inflation to fall from over 5% at the end of 2022 to about 2.5% by the end of 2023. At this point, we’re not taking the Fed’s projections seriously, and for good reason. They were spectacularly wrong when a depth of understanding and insight into critical future events was essential. In other words, the understanding of how the economy works, the Fed’s ability to predict the effects of economic shocks, and its policy actions have gotten no better over the last 50 years. More specifically, price stability doesn’t seem to be coming anytime soon because people simply don’t think it will. If we look at the combination of rising wages and inflation expectations for both consumers and businesses, it is these expectations that drive inflationary pressures more than central bank policy. Inflation levels will be stickier than first theorized by the Fed, and the time to resolution is likely longer. Expect more “surprises” that will be no surprise.