What If Neural Networks Have the Signal Backwards?

What If Neural Networks Have the Signal Backwards?

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...

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Every Troponin Website Is Getting Smarter

Every Troponin Website Is Getting Smarter

SuperSupp went live this week. It's a gold chat bubble on TroponinSupplements.com and TroponinNutrition.com, and it answers every question about supplements with the depth usually reserved for a one-on-one conversation with someone who's actually studied this stuff. This is the first piece of something bigger: the SuperBot ecosystem. And it changes how we think about customer experience, knowledge distribution, and what it means to coach at scale.

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