Outlier helps the world’s leading AI teams improve autonomous agents by providing human feedback. We seek contributors to shape the future of OpenClaw-like systems through production-grade work, coordinating with live environments and complex multi-stage tasks. This is a adaptable freelance opportunity with remote work and variable hours. Rates are up to $50 USD/hr, with additional incentives and access to AI tools, making it ideal for experts seeking to augment their income while contributing to