**DISCLAIMER**: This is an independent, volunteer-run publication for educational purposes only. Views are the author's own and do not represent official BCS policy.
Heads up: This is early, experimental tech. BCorrect can take up to a minute to load — the whole AI runs in your browser, no servers. It has bugs. It's a first-of-its-kind prototype. But it works, it's improving fast, and your data never leaves your device. That's the point.
Doubling the resolution of what the FMM+LLM can "feel."
Today we are officially unveiling ShoyHuman 03.5hF02, the most significant architectural update to our local intelligence engine. We have successfully expanded our fractal embedding space from 128 to 256 dimensions, doubling the "resolution" of our model's semantic understanding without sacrificing its trademark browser-based performance.
The Power of Higher Dimensions
While the transition to 256-dimensional local embeddings establishes a robust foundation for our engine, this is just the beginning. By leveraging advancements in mathematics, the system extrapolates this base geometry into a vastly more complex, multidimensional space. This enables the model to capture language nuances that linear models cannot.
Today is a big step, but future models will be even better. This is the worst ShoyHuman_FFM+LLM architecture will ever be.
The 03.5hF02 update pushes our tools into the world-class tier, competing directly with massive server-side models while remaining 100% private and local.
it's a transformation of how our tools work for you across the entire platform:
- BCorrect Editor now understands context better than ever, catching subtle errors that others miss.
- ShoyHuman Chat feels a bit more alive, with responses that mirror human linguistic patterns and flow.
- Enhanced Privacy: Because of our unique local architecture, we can deliver this enterprise-grade power without your data ever leaving your device.
Whether you are a developer securing code, a writer polishing prose, or an enterprise ensuring quality, ShoyHuman 03.5hF02 delivers a level of precision and "understanding" that was previously impossible in a browser-based tool.
Copyright: ShoyHuman LLM+FMM architecture is © Bad Character Scanner. Patent Pending.
FULL DISCLAIMER: The BCS Industry Blog is an independent, volunteer-run publication... (See standard disclaimer for full details).
