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Aug 13, 2026 · Artificial Intelligence

Lamp: Unified Compiler for Edge‑Deployed Embodied AI, Bridging Robot Prototypes to Products

The article analyzes why traditional model deployment fails for embodied intelligence, outlines three prevailing solution routes, and presents Lamp—a unified compiler framework that transforms complex robot pipelines from Python prototypes into edge‑ready, high‑performance products, achieving up to 22 Hz inference and offering five integrated capabilities.