CHIA introduces a framework for building and deploying agentic AI co-design flows as CHIA loops with tool nodes, reliability mechanisms, and five case-study demonstrations.
Chip-Chat: Challenges and opportunities in conversational hardware design
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ChatSVA achieves 96.12% functional pass rate and 82.5% coverage in SVA generation on 24 RTL designs, delivering 33 percentage point gains and 11x better coverage than prior state-of-the-art.
pcbGPT generates KiCad schematics from natural language with 0.90 pass@1 on 20 embedded tasks via tool-augmented LLM synthesis and multi-stage validation.
A-IC3 uses multi-armed bandits to adaptively pick inductive generalization strategies in IC3, solving 26-50 more HWMCC cases than baselines with improved PAR-2 scores.
Workshop report recommends NSF investments in AI-EDA collaboration, data infrastructure, compute resources, and workforce development to accelerate hardware design.
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pcbGPT: Automatic PCB Schematic Synthesis from Natural Language Requirements
pcbGPT generates KiCad schematics from natural language with 0.90 pass@1 on 20 embedded tasks via tool-augmented LLM synthesis and multi-stage validation.