Transformation and Investing

Podcast: Transformation, Opportunity, and Absurdity

Some of the world’s most important industries are being profoundly impacted by new technological innovations and platforms, such as artificial intelligence, digital assets, blockchain-based businesses, gene editing, and DNA sequencing, enabling unprecedented disruption to business and economic models.

Stable predictability is increasingly anachronistic. Every company or industry will either be a disrupter or disrupted. The leading growth companies of today stand an excellent chance to be memories tomorrow.

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.

Distributed Machine Learning Can Bring Healthcare Breakthroughs

Over the last decade, the dramatic rise of deep learning has led to stunning transformations in dozens of industries. It has powered our pursuit of self-driving cars, fundamentally changed the way we interact with our devices, and reinvented our approach to cybersecurity.

In health care, however, despite many studies showing its promise for detecting and diagnosing diseases, progress in using deep learning to help real patients has been agonizingly slow. All this could change with distributed learning.