WFGY 3.0 · Singularity demo (public view). A unified re-encoding of 131 S-class problems. Focus: symbolic structure, failure modes, and AI stability boundaries. ⭐ Star if you care about reliable reasoning and system-level alignment.
open-source transformer knowledge-graph alignment semantic-engine embedding reasoning hallucination rag symbolic-reasoning llm semantic-inference ai-interpretability semantic-resonance txt-os wanfaguiyi semantic-tension semantic-residue
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Updated
Feb 1, 2026 - Jupyter Notebook