Increasingly, however, more significant trading decisions are being made by smarter, more autonomous algorithms. To combat this the algorithmic trading system should train the models with information about the models themselves. Aidyia began trading last year, and Goertzel says his companys approach is far more ambitious than the techniques used by most hedge funds today, taking inspiration from evolutionary programming, probabilistic logic, and chaotic dynamics. Examples include news, social media, videos, and audio. Sign UP NOW, get this delivered to your inbox, and more info about about our products and services.