Every driver has hit the same pothole for months, thinking "someone should report this" but city 311 forms are slow and nobody bothers. Meanwhile, dashcams already record the commute daily. My question was: what if that footage was the report? Waymo's mission to be "the most trusted driver" pushed us toward making roads safer for everyone, not just autonomous vehicles, while Snowflake's Cortex AI let us classify hazards straight from uploaded footage without building our own ML infrastructure.

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