AI startup Recursive Superintelligence has signed a $400 million multi-year agreement with Amazon Web Services for computing power, following its emergence from stealth mode during which it secured $650 million in external funding. The deal provides massive computational infrastructure for building and training advanced AI models, with the company prioritizing machine-based development and 'agent count' over human headcount. The partnership does not include an equity investment from Amazon but involves collaborative work on infrastructure optimization, allowing AWS to refine offerings for other foundational AI companies. Recursive Superintelligence aims to develop systems capable of recursive self-improvement, where AI programs enhance their own architecture without direct human intervention, though this technology remains in the research phase. The main monitorable for the business will be the transition from theoretical research to tangible, revenue-generating products, with cash flow management being essential given the high capital intensity of compute costs.