methodology
6 articles in this cluster.
How Does AI Trading Work? A 2026 Walkthrough From Chart to Order
Most explanations of AI trading stop at 'the AI looks at the chart and decides.' That's not an explanation. Here is the actual pipeline — chart capture, regime classification, setup proposal, risk gate, fact-check, double-check, execution, journal — with what each step does and why.
Sharpe Ratio Explained for Retail Traders (and Why Yours Is Lying to You)
Retail traders quote Sharpe ratios like they mean something. Here is what Sharpe actually measures, how it gets gamed, and why a 1.8 Sharpe on a 90-day backtest is worth less than the paper it's printed on.
AI Trading vs Algorithmic Trading (2026): How LLMs Changed Everything
Every guide that says 'AI trading is algorithmic trading with machine learning' was written before 2024. The arrival of LLM-orchestrated multi-agent systems is the third generation, and it changes the comparison fundamentally.
AI Trading vs Copy Trading: Which One Actually Compounds?
Copy trading and AI trading are sold to the same buyer — the retail operator who doesn't want to make decisions themselves. They are not the same product. Here is what each one actually delivers, and which one survives the years.
AI Trading for Beginners: A 2026 Step-By-Step Guide
If you're new to AI trading, every guide on the internet is trying to sell you something. This one isn't. Here is what the next 90 days should actually look like — what to learn first, what to skip, and the mistakes that end most beginners' accounts before they get going.
Are AI Trading Bots Profitable? (The Honest 2026 Answer)
Yes some AI trading bots are profitable. Most aren't. The interesting question is which ones, why, and how to tell the survivors from the survivorship-bias listicle entries. Here is the honest 2026 picture.