Sciloop
Expert-crafted evaluation and training data for frontier AI labs. A network of Olympiad medalists and top researchers across math, physics, chemistry, biology, and CS.
About Sciloop
Sciloop creates expert-level math and physics problems that frontier AI models can't solve, then sells the data to AI labs for training and evaluation. Our problems are created by IPhO and IMO medalists — the top 0.01% of STEM talent globally. On our benchmark, models like GPT 5.4 Pro and Gemini 3.1 Pro score 0-5% on our hardest problems. We work with AI labs to supply continuous, fresh training data that pushes the frontier of mathematical and scientific reasoning. Founded by Bilal and Osman, International Physics Olympiad medalists from MIT with hands-on ML research experience at MIT CSAIL.
Products
Platform where experts browse open problem sets, solve, and submit solutions.
Expert-crafted evaluation and training data delivered to AI labs, specified by domain, difficulty, format, and volume.
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