Ground Truth

Ground Truth device installed on a Citi Bike in New York City.
Ground Truth, created by artist Justin Blinder, installed on a Citi Bike frame.
Ground Truth device components: ESP32 microcontroller, OLED screen, GPS module, Servo Motor, LiPo battery, 3d printed enclosure.
Ground Truth installed on a Citi Bike in Brooklyn, New York, showing rent burden data from the census.

http://groundtruth.justin.work/

Ground Truth is a device that attaches to any Citi Bike. It uses GPS to look up corresponding hyperlocal rent burden data to change the pedal resistance. As a rider moves through areas where housing costs consume a greater share of residents’ incomes, the bike’s resistance increases. When they enter a more affordable area, the resistance eases.

The project translates an economic abstraction into a direct, physical experience. Rather than asking people to interpret inequality through a heat map, chart, or census statistic, it asks them to encounter the underlying data through their own effort and movement.

Ground Truth was developed with generous support from Idle Hands

Year
2026

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