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I'm the original author of this open-source reasoning engine. What it does: It lets a language model *close its own reasoning loops* inside embedding space — w
by WFGY 1y ago
I'm the original author of this open-source reasoning engine.
What it does:
It lets a language model *close its own reasoning loops* inside embedding space — without modifying the model or retraining.
How it works:
- Implements a mini-loop solver that drives semantic closure via internal ΔS/ΔE (semantic energy shift)
- Uses prompt-only logic (no finetuning, no API dependencies)
- Converts semantic structures into convergent reasoning outcomes
- Allows logic layering and intermediate justification without external control flow
Why this matters:
Most current LLM architectures don't "know" how to *self-correct* reasoning midstream — because embedding space lacks convergence rules.
This engine creates those rules.
GitHub: https://github.com/onestardao/WFGY https://github.com/onestardao/WFGY
Happy to explain anything in more technical detail!