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structural-evaluation

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G-SEOFramework / g-seo-framework

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G-SEO (Generative Search Optimization) is a structured framework and scoring methodology for evaluating and organizing digital content for interpretation by generative search systems.

framework structured-data knowledge-organization evaluation-framework structured-content information-organization digital-content semantic-structure semantic-framework generative-search generative-systems structural-evaluation content-structure g-seo search-framework generative-search-framework
  • Updated May 17, 2026
hlft-legality-engine

Skwert001 / hlft-legality-engine

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Legality-gated evaluation for LLMs, a structural fix for hallucinations that penalizes confident errors more than abstentions.

machine-learning natural-language-processing deep-learning transformers neural-networks evaluation-metrics ai-safety hallucination ai-alignment large-language-models hallucination-evaluation hallucination-mitigation symbolic-intelligence collapse-gate threshold-gating hallucination-prevention legality-engine suppression-ratio structural-evaluation reams-engine
  • Updated May 21, 2026
  • Python

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