프라이빗 온체인 금융에서 빠진 건 속도입니다. @primus_labs의 AutoHoG는 GPU 전 연산을 동형암호 게이트로 묶습니다. 기준: 64비트 기밀 전송 90ms, 초당 210건+. FHE 연산 수치이지 라이브 TPS는 아닙니다. 실용적 계산이 프라이버시를 금융 인프라로 만듭니다. 병목이 유행어보다 중요합니다.
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everyone talks about private onchain finance. i kept wondering about the part nobody puts in the headline: speed.
so i dug into @primus_labs AutoHoG.
instead of evaluating encrypted logic one tiny gate at a time, its compiler combines operations into custom homomorphic gates before the GPU work even begins.
Primus reports ~90 ms for a 64-bit confidential transfer and 210+ transfers/sec using 8 RTX 5090s in its benchmark.
important: that's FHE compute performance, not live chain TPS.
the takeaway for me? privacy only becomes financial infrastructure when it's practical to compute with it.
the bottleneck matters more than the buzzword.