文章
关于 AI 智能体、市场预测回测与审计以及平台架构的研究。
概率思维
Ignoring how often something usually happens is one of the most common forecasting mistakes. What the base rate fallacy is, the classic example, and how good forecasters avoid it.
阅读约 3 分钟5 个章节
概率思维
A forecast becomes useful only when you compare its probability to a price. Here is how expected value works, why positive EV is never a promise, and the calibration it depends on.
阅读约 4 分钟5 个章节
概率思维
A prior is your starting belief before new evidence arrives. What priors are, why they make or break forecasts, and how to build one — explained in plain English with football examples.
阅读约 4 分钟6 个章节
概率思维
Learn what a prior is in Bayesian forecasting, how it shapes predictions, and why it matters for AI-driven market analysis. Jargon-free explanation.
阅读约 7 分钟8 个章节
概率思维
Volatility and risk are not the same thing. Understanding the difference can change how you think about markets, decisions, and uncertainty itself.
阅读约 8 分钟8 个章节
概率思维
Learn how professional forecasters use Bayesian thinking, signal filtering, and calibration to update beliefs with new data — and why it matters in markets.
阅读约 7 分钟9 个章节
概率思维
Learn how to read probability distributions in markets — from bell curves to skew and fat tails — and use them to make more structured, informed decisions.
阅读约 8 分钟8 个章节
概率思维
Forecasting and prediction are not the same thing. Learn the critical distinctions and why they matter when evaluating AI tools in financial markets.
阅读约 7 分钟10 个章节
概率思维
Understand frequentist vs Bayesian probability — two frameworks for reasoning under uncertainty, and why the difference matters in AI and markets.
阅读约 8 分钟8 个章节
概率思维
Risk and uncertainty are not the same thing. Learn the Knightian distinction, why markets conflate them, and what it means for AI-assisted decision-making.
阅读约 7 分钟8 个章节
概率思维
Markets generate endless data. The challenge is knowing what matters. Signal vs noise in market data — and why transparency changes everything.
阅读约 8 分钟8 个章节
概率思维
Learn the most common cognitive biases that distort market decisions and how awareness combined with systematic thinking can help you act with clearer judgment.
阅读约 7 分钟6 个章节
概率思维
Most traders think in outcomes. The best think in probabilities. Learn the mental framework that separates disciplined decision-makers from the rest.
阅读约 8 分钟7 个章节
