Uncertainty

Too Clever by Half

Investment models that account for uncertainty, volatility, and failure succeed in the long term. Events in Ukraine, oil and natural gas markets, commodities, supply chain disruption, and spiking inflation highlight that, while none of these were predictable, all represent increasing uncertainty permeating all markets. The pandemic and war in Ukraine were unforeseen, but that’s just the point, unforeseen events will occur. It is a waste of time to try to predict the specifics, it is an essential investment strategy to manage risk to not only withstand but profit from “certain uncertainty.” Irrationality, not only in human behavior (with unfortunate, often tragic results) but market movements, investment volatility, and bewildering prices, is another certainty. “Mr. Market” as Benjamin Graham said, “is an irrational schizophrenic.” Investing as if he is not assures an investment strategy that will ultimately fail. An increasing number of growth and momentum investment funds are shutting down after sustaining significant losses recently, a sign of the severe pain the selloff in growth stocks is inflicting. More importantly, it signals an inability for investment funds to manage risk and understand that markets and investments do not move in a singular direction for long, and the correction is sudden and painful – regardless of how compelling “momentum” may seem. Risk management is the key to investment sustainability, but this seems to go ignored among most investment professionals. Frequent and extreme volatility is here to stay, and that is likely to decimate growth and momentum funds, as well as highly leveraged equity investment funds (from LTCM in 1998 to Archegos in 2021, the lesson is never learned for long – and there will be more examples to come). Clear and coherent markets, free from political agenda, bad compromises, and ineffective regulation are almost nonexistent. The consequences continue to be pyrotechnic.

DNA Genetic Engineering

The Future of messenger RNA

While messenger RNA (mRNA) has been catching recent headlines thanks to its ability to fight Covid, the combination of a global pandemic and the miraculous mRNA vaccine development in less than one year (when typical timelines approach 10 years) has made mRNA life science’s overnight sensation even though the underlying scientific knowledge is based on discoveries from over 20 years ago.

Still, mRNA has the promise to disrupt life sciences and drug development and create enormous economic value. There are fantastic fortunes to be made in mRNA technology. Moderna and BioNTech have created over $100 billion of value collectively, as of February 2022. That kind of value creation will not be ignored by a combination of firms within an industry with hundreds of billions to invest.

There will be an incredible future of development, capital availability, and industry focus until all potential options are exhausted. But, mRNA has a fantastic future, even if it ultimately lives only in labs and R&D centers spread around the globe. It will become an area of focus for every major pharmaceutical company and most biotechs in some form from now on.

Deepmind

Artificial Intelligence and Transformation

Artificial intelligence, while generating powerful tools for analysis, is only the beginning of a more ambitious phase making AI systems more accurate, less biased, and effective prediction tools. Gathering more and more raw data does not create value. One cannot simply push a button and have valuable output generated. Data needs to be collected, processed, stored, managed, analyzed, and visualized – only then can we begin to interpret the results. Each step is challenging, and every step in this cycle requires massive amounts of work and value-added tools. It’s not just the software and hardware artifacts we produce that will be physically present everywhere and touch our lives all the time, it will be the computational concepts we use to approach and solve problems, manage our daily lives, and communicate and interact with other people. It will be a reality when it is so integral to our lives it disappears. The problems and solutions we address are limited only by our own curiosity and creativity.

Web 3.0 Dreams and Reality

Web 3.0 Dreams and Reality

Every industry consolidates to a handful of centralized competitors. That will never change regardless of current dreams of decentralization from Web 3.0. Modern computing is a constant struggle between decentralization and centralization. Centralization wins eventually, and it will again. These dynamics, combined with the latest crash that may cool investors’ appetite for all things crypto, suggest that Web 3.0 will not dislodge Web 2.0. Instead, the future may belong to a mix of the two, with Web 3.0 occupying certain niches. Whether or not people keep splurging on NFTs, such tokens make a lot of sense in the metaverse, where they could be used to track ownership of digital objects and move them from one virtual world to another. Web 3.0 may also play a role in the creator economy, assuring intellectual property ownership. NFTs make it easier for creators of online content to make money. In this limited way, at least, even the masters of Web 2.0 see the writing on the wall: on January 20th both Meta and Twitter integrated NFTs into their platforms.

Digital Assets

Digital Assets – Technology of Freedom?

Digital assets are disrupting finance – the world’s largest industry. All assets, intellectual property, and even currency can now be digitized, and anyone can access anything from anywhere. The finance industry is being this intermediated and globalized, economic development and policy will be forever changed.

Time

A Few Simple Conclusions on a Few Simple Topics

Transformation, Valuation, Employment, and Deflation

Disruption to some of the world’s most important industries, deflationary pressure caused by scaling lower-cost businesses, and sustained low interest rates challenge traditional valuation models. Technological platforms, from blockchain-based businesses to energy storage to DNA sequencing, enable unprecedented disruption to business and economic models.

Interest rates will remain low, equity values will remain high, innovation will drive deflationary pressure, and volatility will be intense and frequent. A new approach is required to understand dynamic global competition and sustainable value.

Lessons on Inflation

Failures are not Failure

Failures are essential for success. The NASA flight director, Gene Kranz, who is famous for the Apollo 13 quote, “Failure is not an option” has been misunderstood. Mr. Kranz did not mean “don’t fail.” He meant was that there will be a solution, think boldly and courageously because, while the solution may not be obvious to you now, you will find it eventually.

Accepting failures is not accepting failure.

Failures – trial and error, unforeseen roadblocks, creative thinking, visions, and revisions that a minute will reverse – lead to insight, innovation, creativity, and unforeseen breakthroughs. That’s success.

Failure is when you stop.

GovCoin

Life Sciences: The Real, the Hoped, and the Hyped

Investors have been swept up in the notion of “philanthropic capitalism” and have targeted life-sciences as an avenue that can fulfill this benefit to society. While laudable in concept, this is non-scientific surrealism. “Hoped-for” is not a reliable business model, and most of the unrealistic goals would not be sustainable even if achieved. Real science and innovation are more impactful and substantial and make life sciences even more.

Signal vs Noise

TECH Policy and Unintended Consequences

Technology is facing a substantial crossroads as policy changes with global resonance, such as China’s new crackdown on the country’s big tech companies (such as Ant Financial and Didi Global), the rising resistance to social media behemoths like Facebook, and the need for governments, whether in the United States, Western Europe, or China, to manage and control technological development. Regardless of any good intentions, this will add friction, inefficiency, and underperformance to the most dynamic global industry. The best intentions usually bring disastrous consequences. China cannot escape the law of unintended consequences. Trying to “manage” innovation and creativity takes away the often unplanned and serendipitous breakthroughs that make many significant advancements possible in the first place. From an economic perspective, capital is not going to invest in an uncertain environment where prosperity is managed and, despite great risk where most ventures will fail, the truly successful ones which make up for the losses and encourage capital to keep investing, will be mitigated. The vanguard of capital flight from China is beginning, and it will not ease if this policy and attitude are not revised. This attempt at “fairness and more equal distribution” will do nothing more than keep capital away and stifle any attempt at creativity, technical innovation, and economic advancement. The intention of this policy will yield the opposite outcome as a consequence. The signal means substance. Substance means innovation, creativity, and competitive dynamics that create the most effective innovations, the best solutions, and the most sustainable companies. Central planning, bureaucratic industrial policy, government-led economic management, and dictatorial focus have always failed, and always will. The US should not fall into this trap, regardless of how appealing it may be.

It is only noise.