Skip to Main Content

Spotter

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Demo video · github.com/…

Spotter is a proactive smart-glasses assistant powered by FieldKit: A specialized framework engineered to bridge AI into real-world physical environments so vision models can track manual work and guide you hands-free before you even have to ask. Current wearable AI is trapped behind the "Passive Earpiece Trap": 1. The Real-World Disconnect: Standard AI models excel in chat windows and code editors, but fail in physical reality where users have dirty hands, hold tools, or work in noisy, dynamic surroundings. 2. The "Wait-To-Be-Asked" Blindspot: Today’s smart glasses sit completely passive. They do not watch your hands, verify your physical progress, or confirm whether you touched the correct fastener or wire. The user is forced to stop working, trigger a wake word, and verbally explain what they are looking at. 3. The Ambient Noise & Bystander Vulnerability: In real workshops, garages, or public spaces, background conversations, power tools, and television noise falsely trigger voice models or pollute multimodal context.

Team