> Sciloop Lab is a browser-based ML lab powered by SakanaAI's AI Scientist and operates fully autonomously to conduct end-to-end research and improve upon baseline results. It begins with an experiment template containing the user's codebase and conceptual outline. It then autonomously generates hypotheses for improvement, designs and executes experiments in the cloud, analyzes results, and drafts structured research reports.