This document discusses the development of an artificial intelligence trading system using algorithms and APIs. It provides performance metrics for the system over time, showing improved returns such as earning 74.6% in 2011 and 55.01% in 2012. It also outlines the technical components of the system including the use of APIs, a trading engine, data analysis and opinion mining of news articles and social media to inform trading decisions.