Castle Ridge is a deep tech laboratory and asset manager, pioneering self-evolving AI. As an example, Castle Ridge Asset Management, with offices in Toronto and New York, offers hedge fund investment strategies powered by its proprietary Artificial Intelligence system, named WALLACE. The WALLACE AI platform continuously learns and evolves by analyzing vast quantities of financial data. Castle Ridge developed two completely new approaches to Machine Learning, including Ranking Inference Engine and self-evolving Geno-Synthetic Algorithms, which allows WALLACE to uncover unique market patterns that go far deeper than typical quantitative strategies. Unlike traditional or static investment strategies that often fail when market conditions change, WALLACE adapts and thrives. As a result, Castle Ridge avoids the pitfalls of human bias and ego in an effort to deliver Alpha under ever changing market conditions.