AIBullisharXiv – CS AI · May 17/10
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Agentic Compilation: Mitigating the LLM Rerun Crisis for Minimized-Inference-Cost Web Automation
Researchers propose a Compile-and-Execute architecture that reduces LLM-driven web automation costs from $150 to under $0.10 per workflow by decoupling reasoning from execution. Instead of continuous inference loops, a single LLM call generates a deterministic JSON blueprint that a lightweight runtime executes without additional model queries, achieving 80-94% zero-shot success rates.