Back-tested models won’t work in future. AI/LLMs not trained with real-time data.

Back-tested models don’t work in future as they are inaccurate, and a model needs to be adjusted all the time to cater for current market dynamics. Also, public LLMs are not trained with real-time data so latest news they do not capture while hedge funds/traders react to those news immediately.