SightX: We Shipped It (The Journey Comes to an End)
Day 17 - 21 The last blog ended with V2 sitting in a file on my laptop. A hundred megabytes of learned opinions about retinas, trained entirely on a MacBook Air that never once sounded like it was preparing for takeoff. It could look at an eye and tell you how bad the damage was. But it could not actually " talk " to anyone. It was a brain in a jar. Impressive at dinner parties. Useless in a clinic. The next phase was simple in theory and chaotic in practice: give the brain a body. Build the server. Build the interface. Wire everything together. Ship it. The Brain Needed a Safety Net Here is something I did not expect. The model's raw opinion is actually kind of dangerous to use directly. Think about it. The model trained on a dataset where 73% of images were healthy retinas. Remember the 73% problem from way back in the data exploration blog? It never went away. The model "learned" that bias. Deep in its 24.6 million parameters, it has a quiet preference toward...