2:43Transcript
AI Trading Bots: 3 Missing Pieces Before You Risk Real Money
Three checks for AI trading bots: realistic simulation, financial research, and decision trails, with real NexusTrade screens and a paper-bot event.
NEXUSTRADE / VIDEOS
AI trading videos
Shorts I filmed while building NexusTrade.
Every video has a transcript.
152 shorts · every one transcribed
Algo trading videos
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1:12Transcript
Ranking Trading Strategies S to F: Day Trading, Swing, Index Funds
Day trading, swing trading, value investing, index funds and multi-factor investing ranked S tier to F tier, with the Intel and PayPal data.
1:15Transcript
I let two AI agents trade $44,000 of my own money
Two AI trading agents manage $44,000 of Austin Starks' own money. The $25,000 Public Portfolio Challenge, the August strategy swap, and the paper control that measures it.
2:18Transcript
Can news become a trading signal? Part 1: the methodology
How NexusTrade turns millions of headlines into company-specific sentiment: Qwen, DeBERTa, validation and archive-scoring costs.
1:11Transcript
I built 42 AI-generated finance videos. Here is the research behind them.
Why NexusTrade's 42 AI-generated finance shorts are backed by real research: 222,010 backtests, 925 scraped finance TikToks, and a five-strategy tier list.
0:32Transcript
20 steps to build a trading strategy that actually works
A 20-step process for developing a trading strategy: backtesting, inspecting backtest events, walk-forward optimization, out-of-sample testing, and paper trading.
0:36Transcript
20 things to do before you deploy an AI trading bot
Before deploying an AI trading bot, review this checklist covering data bias, overfitting, walk-forward analysis, backtesting, and paper trading.
1:26Transcript
No-Code Algorithmic Trading: Complex Rules, Zero Python
Build complex no-code trading strategies in NexusTrade using RSI, cash flow and insider data, then test variations and inspect the events behind each decision.