The goal at Sharpe is to fix one of the biggest shortcomings in AI-based investing. AIs are very good at technical or fundamentals analysis; but are unable to judge market sentiment which is based upon human emotions and beliefs. Sharpe Capital hopes to correct that by teaching AI how to spot patterns of behavior and sentiment in the market, a whitepaper indicates.