This is the Linux app named WFGY 3.0 whose latest release can be downloaded as WFGY4.0_TwinAtlas+InverseAtlasPublicReleasesourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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WFGY 3.0
DESCRIPTION
WFGY is an experimental open-source reasoning framework designed to improve the reliability and interpretability of large language model outputs through structured reasoning layers. The project introduces a conceptual reasoning engine that analyzes complex problems by identifying semantic compression errors and residual assumptions within a system’s reasoning process. Its architecture treats reasoning failures as measurable signals that can be detected and analyzed rather than simply observed as incorrect answers. Different versions of the framework, including WFGY 1.0, 2.0, and 3.0, represent stages of development where early conceptual ideas evolved into more structured reasoning engines and diagnostic tools. The system maps reasoning tension across a large set of complex problems spanning domains such as mathematics, science, climate, finance, and artificial intelligence behavior.
Features
- Semantic reasoning engine designed to analyze complex problem structures
- Framework for detecting semantic compression errors in reasoning systems
- Multiple framework versions evolving from conceptual model to reasoning engine
- Problem mapping across more than one hundred complex research questions
- Tools for diagnosing failure modes in AI reasoning pipelines
- Conceptual architecture for improving reasoning stability in LLM systems
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/wfgy-3-0.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
