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Once the file landed on his drive, Elias didn't run it. He went into forensic mode. He typed the command to generate the SHA-256 hash. He held his breath. He pulled up the original 2010 technical manual from a dusty corner of the Scripps Research Institute website and compared the strings.

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Version 1.2 introduces Python bindings and more complex scoring functions. It is powerful but has a steeper learning curve and different compilation requirements. For many classic workflows (virtual screening, docking reproducibility studies, teaching labs), 1.1.2 remains the benchmark. Once the file landed on his drive, Elias didn't run it