GFlowQEC generative flow networks sample quantum LDPC codes more effectively
GFlowQEC finds more than twice as many top-scoring codes as parallel tempering when ranking ten draws per paid evaluation.
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Stories tagged #error-correction
Securing quantum error correction against misleading advice from AI agents
Researchers design calibration-based certified checks that let quantum error-correction systems safely reject harmful recovery updates proposed by compromised AI advisers.
Safe Error Correction for Language Models: Frozen-Base Adjustment with Capability Preservation
A 34M logit corrector on frozen Gemma 4 E2B fixes 53.3% of exam errors without capability loss.