Klyse turns Phoenix heat into movement decisions

Why it surfaced

Klyse is unusually specific about what its map is for: replaying hourly thermal snapshots, comparing areas, and weighing pedestrian routes by time, distance, and measured exposure. Its strongest idea is also its most responsible one—AI can explain the data, but it does not get to invent the city.

An environmental intelligence tool that uses observed neighborhood heat to help people compare places, choose routes, and find lower-exposure stops in Phoenix.