# RTL generation

Published articles for RTL generation.

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## AI in Chip Design: From Code Generation to EDA Orchestration (University of Edinburgh)

DevFeed: [AI in Chip Design: From Code Generation to EDA Orchestration (University of Edinburgh)](<https://devfeed.tech/articles/ai-in-chip-design-from-code-generation-to-eda-orchestration-university-of-edinburgh-55469.md>)

Original publisher: [Read original article](<https://semiengineering.com/ai-in-chip-design-from-code-generation-to-eda-orchestration-university-of-edinburgh/>)

Author: Technical Paper Link

Published: 2026-09-19T18:30:22Z

Content type: article

Language: en

Sources: [Semiconductor Engineering](<https://devfeed.tech/sources/semiconductor-engineering.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Chip design](<https://devfeed.tech/topics/chip-design.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Code generation](<https://devfeed.tech/topics/code-generation.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-ml-dl](<https://devfeed.tech/tags/ai-ml-dl.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [chip](<https://devfeed.tech/tags/chip.md>), [chip-design](<https://devfeed.tech/tags/chip-design.md>), [code-generation](<https://devfeed.tech/tags/code-generation.md>), [design-automation](<https://devfeed.tech/tags/design-automation.md>), [design-verification](<https://devfeed.tech/tags/design-verification.md>), [eda](<https://devfeed.tech/tags/eda.md>), [eda-orchestration](<https://devfeed.tech/tags/eda-orchestration.md>), [electronic-design-automation](<https://devfeed.tech/tags/electronic-design-automation.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [hardware-design](<https://devfeed.tech/tags/hardware-design.md>), [large-language-models](<https://devfeed.tech/tags/large-language-models.md>), [llm](<https://devfeed.tech/tags/llm.md>), [rtl-generation](<https://devfeed.tech/tags/rtl-generation.md>), [synthesis](<https://devfeed.tech/tags/synthesis.md>), [technical-papers](<https://devfeed.tech/tags/technical-papers.md>), [university](<https://devfeed.tech/tags/university.md>), [university-of-edinburgh](<https://devfeed.tech/tags/university-of-edinburgh.md>), [verification](<https://devfeed.tech/tags/verification.md>)

### AI overview

Researchers at the University of Edinburgh examine how large language models could support digital electronic design automation, comparing generator, agent, and orchestrator roles. The perspective highlights challenges including plausible but physically incorrect code, fragmented tools, and loss of design context, and proposes physics-aware orchestration for more reliable hardware design.

### Source excerpt

Researchers at the University of Edinburgh published a technical perspective titled "LLMs in Digital EDA: A perspective on shifting roles from Generation to Orchestration." Abstract Excerpt: "In this Perspective, we instead define three hierarchical roles that reveal how capability accumulates: a Generator that produces design artifacts in a single pass, an Agent that refines outputs... " read more The post AI in Chip Design: From Code Generation to EDA Orchestration (University of Edinburgh) appeared first on Semiconductor Engineering.