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vision-zero

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Suri watches a street crossing and measures its close calls: SAM 3.1 tracks pedestrians and cars, code computes post-encroachment time, and a Muse Wonder agent verifies each near miss with tools while Muse Spark explains the blurred clip. Output: a Spanish inspection report for traffic engineers.

  • Updated Nov 5, 2026
  • Python

Can Quebec's published collision reports predict how badly a crash turns out? They carry real but small information, almost all of it about who was involved rather than the road. Four independent arguments establish the limit. Python package, CLI, interactive explorer, Quarto book.

  • Updated Nov 2, 2026
  • Python

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