Insights & Stories
Expert success stories, technical deep-dives, and industry perspectives on building the next generation of AI systems.
IXO's expert network has grown to over 3,400 verified domain specialists across 50+ disciplines, from quantum computing to constitutional law.
IXO Team
IXO Labs
Sarah Nakamura, a computational linguist and NLP researcher, shares how IXO connects her with challenging NLP projects and offers the flexible schedule she needs.
Dr. Priya Sharma, Senior Research Physician, explains how IXO transformed the way she applies clinical expertise outside the hospital, contributing to genuinely impactful medical AI projects.
James Whitfield, Assistant Professor of Applied Mathematics, shares how his work evaluating large language models and refining mathematical reasoning datasets at IXO is advancing the frontier of AI capabilities.
The AI industry is learning a hard lesson: more data doesn't always mean better models. Here's why quality-first approaches to training data are producing superior results.
A deep dive into Reinforcement Learning from Human Feedback — the technique behind GPT-4, Claude, and other frontier models — and why domain experts are essential to the process.
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