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

This story is from 2026-08-20. It is preserved in the archive; the latest stories are on the live feed.

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 T…

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Timeline · 2 reports

1. 2026-08-21 04:57 · r/machinelearningnews
   I'm a solo dev building a sub-billion edge model (ORE-892M) that replaces Transformer Attention with Continuous-Time Kuramoto Swarm Physics.
2. 2026-08-20 14:42 · r/machinelearningnews
   I'm a solo dev building a sub-billion edge model (ORE-892M) that replaces Transformer Attention with Continuous-Time Kuramoto Swarm Physics.