Context Sensitivity without Contexts: A Cut-Shortcut Approach to Fast and Precise Pointer Analysis
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Updated
Oct 26, 2023
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context-sensitivity
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Conservation law for LLM context sensitivity: ΔRCI × Var_Ratio ≈ K(domain). Seven-paper program across 14 models, 8 vendors, 112,500 responses. Medical + philosophy domains. Five papers published on Preprints.org. Safety taxonomy, entanglement theory, stochastic incompleteness.
reproducible-research information-theory gemini llama conservation-law ai-safety mistral preprint claude variance-analysis medical-ai clinical-ai gpt-4 large-language-models qwen llm-evaluation context-sensitivity deepseek llm-benchmarking stochastic-incompleteness
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Updated
Mar 4, 2026 - Python
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