Zero To 10M : AI Crypto Trading

The Korea Exchange's data for the first half of 2024 reveals a stark figure: the proportion of program and algorithmic trading by institutional and foreign investors reached an average of 68.7%. For individual investors, this manifests as a market where sharp intraday fluctuations of ±2% have become routine, not exceptional. The V-KOSPI index, a measure of expected volatility, consistently trades at levels 30-40% higher than the pre-pandemic five-year average. This environment systematically exploits the psychological vulnerabilities of retail investors—fear of missing out (FOMO) and loss aversion. The promise of automated trading systems and their myriad of auxiliary indicators (RSI, MACD, Bollinger Bands, etc.) is, fundamentally, a promise of reclaiming control in a chaotic system. However, most discussions focus on the "signal" these indicators generate, not the mathematical engine and its inherent assumptions that produce it. This is akin to drivi...

The cryptocurrency market, as of the first quarter of 2024, presents a clear paradox. While Bitcoin's price has surpassed previous all-time highs, breaking above $70,000, the funding rates for perpetual swaps on major exchanges have consistently remained in positive territory, often exceeding 0.01% per 8 hours. This is not a sign of a healthy bull market; it is a data point indicating excessive long leverage and market euphoria. According to Glassnode data, the ratio of Bitcoin held on exchanges to the total supply continues to hit multi-year lows, suggesting accumulation. However, the surge in open interest for derivatives tells a different story—one of rampant speculation. The average retail trader, driven by FOMO (Fear of Missing Out), is pouring capital into leveraged long positions, creating a structurally fragile market. A single, strong wave of liquidations can trigger a cascade, erasing billions in paper profits within hours. This is not investment; it ...

The cryptocurrency market is a battlefield where over 90% of retail traders lose money. Data from multiple exchanges and analytical firms consistently show this figure. The primary cause is emotional trading—buying in FOMO (Fear Of Missing Out) at peaks and selling in panic at bottoms. Volatility, often touted as an "opportunity," is in fact the sharpest blade that severs the capital of the undisciplined. The promise of "getting rich quick" is a systemic trap that lures in liquidity. The reality is a wealth transfer from the impatient majority to a cold, algorithmic minority and early whales. I have witnessed the evaporation of seed money for a startup due to a founder's reckless leveraged long position during a bull market. I have personally experienced the pressure of loan repayments when a lump-sum investment, driven by the greed of "this time is different," turned into unrealized losses. These are not stories of misfortune but...