Algorithmic Trading and UK Tax: A Practitioner’s Guide for 2025/26
A UK practitioner’s guide to tax treatment of algorithmic and AI-driven trading — CGT, stamp duty, ISAs, spread betting, crypto reporting, and record-keeping for the 2025/26 tax year.
Multi-Asset AI Trading: Building a Diversified Systematic Portfolio
A practitioner’s framework for running AI trading strategies across multiple asset classes — correlation, capital allocation, regime fit, and operational considerations.
Stop Losses and Drawdown Caps: A UK Practitioner’s Guide for AI Trading
A UK practitioner’s guide to stop losses and drawdown caps for AI trading — fixed vs ATR stops, guaranteed stops, account-level caps, and venue-specific implementation.
AI Trading vs Spread Betting in the UK: Which Suits Systematic Strategies?
A practitioner’s comparison of AI trading and spread betting for UK practitioners — tax treatment, leverage, regulatory framework, and which suits systematic strategies.
GBP/USD AI Trading Signals: How They Work and How to Filter the Noise
A practitioner’s breakdown of how AI generates GBP/USD trading signals, what makes a signal credible, and how to integrate signals into a systematic UK trading process.
How to Backtest a Trading Strategy in the UK: A Practitioner’s Guide
A practitioner’s guide to backtesting trading strategies for UK markets — data sources, common pitfalls, walk-forward testing, and what to do before risking real capital.