Blog
Notes from Ceres Vapor Tech
Engineering notes and wellness-technology perspectives from the team building TCM-1's measurement layer.
Screen Time Is Rising: Why Eye Wellness Needs Real Measurement
Most wellness devices built to help tired, screen-strained eyes don't tell you a single number about what they actually delivered. Here's why that gap matters, and what closed-loop measurement changes.
The Intelligence Layer: On-Device AI and Cloud ML for Eye Wellness
A two-layer architecture: on-device inference for instant, private, real-time adjustments, and cloud learning that improves the models over time. Here's how the two work together.