Ideas Worth a Longer Conversation: The JetBrains Research Podcast - The JetBrains Blog

JetBrains Research Podcast examines deeper questions about software development and AI through conversations with researchers and practitioners rather than focusing solely on productivity claims or benchmark scores. Episodes discuss how collaborative team culture influences developer well-being and code quality, how five historical cultures of programming produce different views of reliability and failure, and why software development cannot be reduced to implementing specifications. Guests also consider how computer science education should emphasize learning, mathematical understanding, and the ability to assess AI-generated solutions amid rapid technological change. The podcast highlights SWE-rebench, a benchmark designed to evaluate coding agents on tasks unavailable during training, arguing that verifiable outcomes such as passing tests make software engineering especially useful for AI training and evaluation. It also explores computer vision’s continuing practical value, including OpenCV’s broad yet lightly resourced infrastructure and FitWise AI’s efforts to help sports organizations use camera data to analyze athlete performance and injury risk.

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