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The Impacts of AI on XBRL-Tagged Financial Data
XBRL, or eXtensible Business Reporting Language, has quickly become a significant tool for digital financial reporting across the globe....

Aki Kakko
Aug 8, 20235 min read


Navigating the AI Revolution: Insights from Evolutionary Economics
“The essential point to grasp is that in dealing with capitalism, we are dealing with an evolutionary process.” - Joseph A. Schumpeter...

Aki Kakko
Aug 8, 20234 min read


Understanding Depreciation: A Guide for Investors
Depreciation is a term that frequently crops up in financial discussions, especially when analyzing the assets and financial statements...

Aki Kakko
Aug 7, 20233 min read


Why Startups Should Think Twice Before Raising Big Early Rounds
The allure of raising large sums of money at high valuations can be tantalizing for any startup founder . The promise of capital to rapidly scale, hire the best talent, and dominate the market can seem like the key to success. However, raising too much money too early can be a double-edged sword . Distorted Business Focus With a large influx of money, startups may lose their lean mindset. Instead of focusing on creating a viable product or achieving product-market fit ,

Aki Kakko
Aug 7, 20233 min read


Decoding Insider Trading: Implications and Examples for Investors
Insider trading, often a topic of contention and confusion, refers to the buying or selling of a publicly-traded company's stock by...

Aki Kakko
Aug 6, 20233 min read


Understanding Market Data Symbology: A Guide for Investors
Market data symbology is a cornerstone of financial trading, acting as the bridge between investors and the vast array of financial...

Aki Kakko
Aug 5, 20233 min read


Understanding Tick Data: An Essential Guide for Investors
The financial markets are a complex system where millions of transactions happen every day. For investors seeking to navigate these...

Aki Kakko
Aug 3, 20233 min read


Understanding the Explore-Exploit Tradeoff: A Guide for Investors
Investing in financial markets is a challenging endeavor. This process involves a constant decision-making process between potential...

Aki Kakko
Aug 3, 20234 min read


Understanding Lorenz Attractor for Financial Decision Making
When it comes to investment decisions , unpredictability and uncertainty often reign supreme. In an attempt to navigate the volatile and chaotic world of financial markets, investors often rely on a myriad of tools and techniques. One such tool, borrowed from the realm of physics and mathematics, is the concept of the Lorenz Attractor. Named after Edward N. Lorenz , the American mathematician and meteorologist who discovered it, the Lorenz Attractor provides insights into t

Aki Kakko
Aug 2, 20233 min read


Understanding Relative vs Absolute Measurements in Financial Markets
Financial markets stand as one of the most complex and rewarding sectors in our society. They provide a multitude of opportunities and...

Aki Kakko
Aug 2, 20233 min read


Understanding Financial Volatility Forecasting for Investors
Financial volatility forecasting is a fundamental tool in the kit of every savvy investor . It is a statistical measure of the dispersion of returns for a given security or market index, capturing the degree of variation in trading prices. In simpler terms, volatility is about the intensity of price fluctuations. High volatility means that a security's value can potentially be spread out over a large range of values, which can be an indicator of market uncertainty . Low

Aki Kakko
Aug 2, 20233 min read


The Synergistic Power of Room-Temperature Superconductors and AI: Quantum Leap in Quantum Computing
The realm of scientific discovery and technological advancement is an ever-accelerating cycle, with each innovation spurring the next....

Aki Kakko
Aug 1, 20233 min read


The Revolutionary Potential of Room-Temperature Superconductors: An Investment Perspective
Over the years, researchers and scientists have been pursuing the "holy grail" of materials science – the development of a...

Aki Kakko
Aug 1, 20233 min read


Exploring the Fractal Nature of Financial Markets Through Hurst Exponent
The financial markets are a complex system, deeply entrenched in global economic systems, impacting nations, corporations, and...

Aki Kakko
Aug 1, 20233 min read
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