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Achieving a 100% detection rate for transient faults in CKKS computation with minimal overhead could revolutionize the reliability of encrypted data processing on standard CPUs.
Automating fault tolerance at the RTL level is now possible: FT-Pilot uses LLMs to rewrite hardware designs, slashing error rates without manual intervention.
LLMs can now write better hardware verification code: CoverAssert boosts functional coverage by up to 15% by iteratively guiding LLMs with coverage feedback.
Emotional support chatbots get a boost by learning directly from simulated user reactions, generating natural language critiques that drive better conversations.