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COMPOSITE-STEM introduces a benchmark of 70 expert-curated agentic tasks across physics, biology, chemistry, and mathematics, designed to evaluate AI agents on scientific workflows beyond saturated benchmarks. The top-performing model (Claude Opus 4.6) achieves only 21.4%, demonstrating significant capability gaps in scientific reasoning.