Posts tagged "Machine Learning"

At 2:17 a.m., the city lights leak through the half-closed blinds and bathe the laptop screen in a pale glow. I stare at the static saliency map of a horse in a field, the screen’s brightness undiminished despite my idle cursor. The fridge compressor hums to life, a low thrum that punctuates the silence. The map is a sea of red, but the brightest highlight is not on the horse’s legs or mane—it’s pinned to the bottom-right corner, where a faint watermark reads “© 2014 shutterstock.”

The latest model is making headlines again. It can supposedly “understand” images like a human. I’ve been here before. The real secret is NVIDIA, not the algorithm.

Yesterday, I overheard a researcher complaining about the “black box” problem. He was horrified that he couldn’t explain why his system worked. I thought: We built something bigger than we can draw, then acted shocked when we couldn’t reverse-engineer it.

I’m reminded of Asimov’s story about the robot who learned to build robots. The humans were terrified when they realized the robot could create something better than itself. But the robot was just following instructions. The humans had forgotten their own role.