LLMs Are Probabilistic Interpreters for Natural Language Intent

Tekedia | 10-02-2026 06:53am |

Traditional compilers took us from low-level machine code ? assembly ? higher-level languages like Fortran, C, Python, etc., by letting humans express intent in more human-friendly abstractions while guaranteeing deterministic translation to executable instructions. Now large language models (LLMs) are adding another layer on top: Natural language intent ? LLM “compilation” ? executable code (or

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