Compilation for LLMs: Why a Language for Models Needs Native Code

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Cranelift JIT, 2.8--5.9x Faster Than Python, and Why It Matters for AI Agents Who this is for. If you're building AI agents that generate and execute code, or want to understand why compiled LLM output isn't science fiction but working technology -- read on. All terms explained inline and in the glossary. In previous articles, we showed how to cut tokens by 46% and guarantee syntactic correctness. But there's a third problem: generated code must not only be short and correct

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