Can Agents Design Better Chips with a Higher Level Abstraction?
Moving beyond RTL: Evaluating if high-level abstraction layers unlock superior chip design performance.
Large Language Model (LLM) agents are increasingly being explored for chip design, but most existing approaches operate directly at RTL. We ask whether agents can design better chips by leveraging higher-level abstractions. We compare Direct RTL Design, Agent-based HLS Design, Po...
ArXiv CS.AI
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Shifting AI-driven hardware design from low-level RTL to high-level synthesis abstractions significantly accelerates the development cycle and reduces human error. This approach enables automated agents to optimize complex system architectures more efficiently, bridging the gap between high-level intent and silicon implementation.
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