WFGY 1.0 is a semantic reasoning engine aimed at enhancing large language models (LLMs) by improving accuracy, clarity of explanations, and human-like reasoning. It operates on four verifiable formulas, ensuring outputs are replicable without relying on faith or opacity. Benchmark results showcase a 22.4% increase in semantic accuracy, a 42.1% rise in reasoning success, and a 3.6-fold improvement in stability. The dataset includes two RPG-style creative series in English and Chinese: “The Ten AI Masters vs The One,” portraying a duel between WFGY and ten leading AI platforms, and “Before/After Upgrades,” humorously illustrating AI enhancements post-WFGY application. With all concepts and artwork by PSBigBig, the project is open-source and fully verifiable. Documentation and prompt systems are available on GitHub, containing SHA256 checksums for integrity, presenting a timestamped challenge backed by verifiable evidence.
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WFGY 1.0 Semantic Challenge Series: Visual Reasoning RPG Pack (English & 中文)

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