I'm a solo dev building a sub-billion edge model (ORE-892M) that replaces Transformer Attention with Continuous-Time Kuramoto Swarm Physics.

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Hey everyone, While the mainstream AI ecosystem is racing towards 70B+ parameter scaling, I’ve been researching ways to push high-fidelity deductive reasoning into sub-billion parameter dense models suitable for local/edge deployment. As a solo researcher, I decided to step away from the standard Transformer architecture and mathematically rebuild how tokens reach consensus. I recently published the architectural preprint for the Omni-Resonance Engine (ORE-892M). Instead o

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