#semiconductor-tools News & Analysis

2 articles tagged with #semiconductor-tools. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · Jun 107/10

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EstRTL: Functional Estimation Guided RTL Code Generation

EstRTL is an LLM-powered framework that improves the functional correctness of automatically generated register transfer level (RTL) code through a three-stage process involving generation, static functional estimation, and correction. The system demonstrates 3.2%-9.0% improvement in code correctness over baseline LLM approaches, addressing a critical gap in hardware design automation where code compilation success doesn't guarantee proper hardware implementation.

AINeutralarXiv – CS AI · Apr 146/10

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The Phantom of PCIe: Constraining Generative Artificial Intelligences for Practical Peripherals Trace Synthesizing

Researchers introduce Phantom, a framework that combines generative AI with constraint-based post-processing to synthesize valid PCIe protocol traces for hardware simulation. The system addresses a critical limitation of naive AI generation—hallucination of protocol-violating sequences—achieving up to 1000x improvements in task-specific metrics compared to existing approaches.