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Forget hand-crafted rules: AutoPPA learns circuit optimization strategies directly from contrasting code examples, outperforming both human experts and existing automated methods.
Unlock better hardware designs: RTLSeek's diversity-oriented RL lets LLMs explore a wider range of Verilog implementations, boosting both correctness and design options.
Pecker pinpoints hardware bugs in sequential designs with significantly higher accuracy (up to 85% within Top-5 ranks) by untangling the temporal mess of error propagation that confounds existing techniques.
