by Nicholas Mitsakos | Economy, Technology, uncertainty, Writing and Podcasts
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.
by Nicholas Mitsakos | Artificial Intelligence, Biotechnology, Book Chapter, Technology, Transformative businesses, Writing and Podcasts
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.
by Nicholas Mitsakos | Artificial Intelligence, Biotechnology, Financial Technology, Green Energy, Health Care, Investments, Public Policy, Technology, Transformative businesses, Writing and Podcasts
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.
by Rocky Phagura | Algorithmic Trading, Artificial Intelligence, Financial Technology, Investment Principles, Technology, Writing and Podcasts
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.
by Nicholas Mitsakos | Algorithmic Trading, Artificial Intelligence, Financial Technology, Technology, Transformative businesses, Writing and Podcasts
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.
by Nicholas Mitsakos | Book Chapter, Currency, Digital Assets, Investments, Technology, Writing and Podcasts
Super lofty ideas get attention and publicity, but they are not real. Narrow, specific applications are where true foundational value is created. The financial revolution will certainly not be based on a process where someone buys coins or tokens and simply waits for them to increase in value. On top of that, despite the belief that there will be frictionless peer-to-peer transactions, purchasing any cryptocurrency requires a crypto exchange like Coinbase or FTX that charge high trading fees and have questionable security. Blockchain is an evolution for businesses, it is not a disruption or a new infrastructure. It will improve user experiences, regulatory clarity, and interoperability. Crypto proved that digital transfers and settlements were possible, it is the blockchain platform that enables this efficiently and securely. It may be boring and we’re not going to have any stadiums or arenas named after a technology platform, but real change will be driven by a blockchain. The rest is a noisy sideshow.
by Nicholas Mitsakos | Artificial Intelligence, Biotechnology, Book Chapter, Technology, Writing and Podcasts
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.
by Nicholas Mitsakos | Book Chapter, Digital Assets, Investment Principles, Technology, Transformative businesses, Writing and Podcasts
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.
by Nicholas Mitsakos | Artificial Intelligence, Economy, Health Care, Public Policy, Technology, Writing and Podcasts
Observing is not learning. Acting is. But we’re not going to do that. A call for action is sufficient, as long as someone else does it. That much we’ve learned. What used to take several years now takes a fraction of that – including miraculous innovation and profound global disruption. “Five years in 18 months” caused an initial burst of productivity, clarity, and efficiency, but also a train wreck of supply chain disruption, virtual meetings, empty classrooms, and social isolation.
by Nicholas Mitsakos | Book Chapter, Panel Discussion, Podcast, Technology, Transformative businesses, Writing and Podcasts
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.
by Nicholas Mitsakos | Book Chapter, Investments, Technology, The Market, Transformative businesses, Writing and Podcasts
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.
by Nicholas Mitsakos | Book Chapter, Currency, Digital Assets, Investments, Technology, Writing and Podcasts
Decentralized finance (DeFi) can disrupt global finance – but only if Defi systems and central governments cooperate. Yes, sworn enemies cooperating for the greater good.
While each seems to be the sworn enemy of the other, ultimately, a cooperative relationship between decentralized and efficient (versus anachronistic and cumbersome) financial infrastructure and government central banks with stable currencies is absolutely necessary.
Defi transactions, to scale globally, require stable and predictable value. Government-issued currencies are the only reliable and foreseeable foundation. Cryptocurrencies, such as Bitcoin were never currencies. They are a sideshow that will remain a speculative asset, and increasingly unimportant.
Cryptocurrencies represent an architectural shift in how financial infrastructure and technology interact, and therefore, it is disrupting how the financial industry works globally. It is neither a new kind of money system nor a danger to economic stability. It is more important than that.
