Risk disclaimer

Market and model risk

Trading securities and derivatives can result in substantial or total loss. Liquidity, volatility, data quality, execution delay, slippage, costs, and platform failures can make actual results differ materially from any display or test.

A visual state is not an instruction to buy, sell, hold, or size a position.

Validation limits

Backtests and historical validation use assumptions and hindsight and remain exposed to selection bias, overfitting, regime change, and data errors. Past or hypothetical results do not guarantee future outcomes.

Published TECH Momentum 10 history is a hypothetical net strategy index starting at 100. It uses total-return inputs, charges 10 basis points on executed buy and sell notional, assumes zero cash interest, and executes new targets at the next XNAS trading-day close. It is not a customer account return or an executable order record.

Your responsibility

You remain responsible for independent research, suitability, risk limits, orders, tax and legal advice, and every decision to trade. Discord group Reviews are educational process reviews, not live calls or personalized investment advice.