The main challenge when applying technical analysis to intraday strategies is the lookahead bias when attempting to interpret a pattern. When you look back in time, actionable patterns seem easily detectable and compelling. In reality however, these very patterns are mostly undetectable in real-time formation.
Taking an active investment to the next level requires dynamic adaptation of a multitude of factors (not just technical) and combining an ensemble of uncorrelated models into one of the following actions: buy, sell, or do nothing.
An Adaptive Long/Short AI approach is designed to seek consistent returns in any market and with the proper allocation logic and risk management we seek returns that accrue consistently over time.