Serena Ge is the co-founder and CEO of Datacurve, which supplies frontier coding and engineering training data to major AI model labs, and recently released DeepSWE — a long-horizon agentic coding benchmark that exposed significant performance gaps between frontier models. Attending her session offers a first-hand look at the data infrastructure powering next-generation LLMs and how high-quality human-generated data shapes model capabilities.

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