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Forget brute-force hinting: KnowRL distills knowledge into atomic units, then uses subset selection to find the *least* amount of guidance needed to supercharge LLM reasoning.
Unlock better hardware designs: RTLSeek's diversity-oriented RL lets LLMs explore a wider range of Verilog implementations, boosting both correctness and design options.
