Ghost in the Machine

说明与用途

TouchGrass AI 通过引导用户进行短途户外探险并本地验证观察结果，减少屏幕使用时间。

问题

Modern developers, engineers, and desk workers spend 8–12 hours daily staring at glowing screens. During short 15‑minute breaks, cognitive fatigue and decision paralysis drive users right back into screen dopamine loops and doomscrolling.

结果

TouchGrass AI reduces screen time during breaks by guiding users to short outdoor micro‑adventures, verifying observations locally, and keeping data private.

工作流

• Select a time budget (5m, 15m, 30m, 60m) and an environment (park, backyard, urban, trail, waterfront).
• Generate a sensory outdoor micro‑quest with physical, off‑screen objectives.
• Enter Pocket Mode: screen dims, chime plays, phone is put away and user steps outside.
• Complete the outdoor activity and capture exactly one field photo.
• Run a local MobileNetV4 ONNX model on the CPU to classify the photo as nature/outdoor or indoor/technology.
• Record the activity and outdoor minutes in a private local SQLite journal.

证据

Modern developers, engineers, and desk workers spend 8–12 hours daily staring at glowing screens.

来源

TouchGrass AI is a local‑first AI app that turns screen breaks into short outdoor micro‑adventures.

来源

The screen should be the shortest part of the experience.

来源

A local MobileNetV4 ONNX model runs directly on the CPU to classify the observation and distinguish nature/outdoor findings from obvious indoor technology such as monitors and keyboards.

来源

The activity and outdoor minutes are recorded in a private local SQLite journal.

来源