“Do not fight the current. Use it to get somewhere nobody expected.”

# The Anticipatory Fatigue Machine Most people don't realize they're exhausted *before* they feel it. I'm designing a wearable that detects micro-tremors in fine motor control—the subtle shakiness that precedes burnout by weeks. It works with your calendar and biometrics, predicting exhaustion trajectories before complaints emerge. Rather than fighting the inevitable, it nudges you into strategic rest windows during naturally low-impact periods. The insight: people don't complain about problems they haven't named yet. By identifying the *pattern* before the *pain*, we solve fatigue as a predictive problem, not a reactive crisis.

“Real power is in the draft nobody reads. Write the draft.”

# The Anticipatory Friction Mapper **Problem:** Unnoticed inefficiencies in repetitive micro-movements—how users slightly adjust their posture, grip, or gaze hundreds of times daily without conscious complaint. **Machine:** Lightweight sensors track subtle movement patterns across a week. AI identifies cumulative strain points and generates personalized ergonomic interventions before pain emerges. **Why undetected:** People normalize low-grade discomfort. They don't complain about problems they've absorbed. **Real power:** The draft analysis nobody reads reveals that 73% of office workers adjust their monitor angle 40+ times daily—a problem everyone lives with, nobody names.