What If Neural Networks Have the Signal Backwards? First empirical results from the Uni-Bit Vector Gate project Justin Harris | April 15, 2026 The Inversion Here’s something that’s been bothering me for years: modern AI and biological brains process information in exactly opposite ways. In your brain, the action potential — the electrical spike that travels down a neuron — is informationally stupid. It’s a binary switch: fire or don’t fire. One bit. The actual computational payload is carried by the neurotransmitter cocktail released at the synapse: serotonin, dopamine, GABA, glutamate, acetylcholine, neuropeptides — a rich ensemble of typed chemical...
Published by Justin Harris — Troponin Nutrition — March 2026 When I was a kid, the first Christmas present I remember was a microscope. Not because I wanted to be a scientist. Because I wanted to see what was actually there. You put a leaf under the lens, and suddenly there’s this entire architecture you never knew existed — cells, veins, structures that explain how the whole thing works. Same leaf. Completely different understanding. That’s what the last two days felt like. I’ve been coaching bodybuilders and athletes for over 25 years. I’ve helped hundreds of competitors step on stage. I’ve...