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3 posts tagged "Case study".
Twelve models tried to beat the code that the SVG-EAR authors released for their ECCV 2026 sparse-attention method, and none passed. We show what each run tried, which of its 48 checks it missed, and by how much.
BBQ, an NSDI 2024 circuit, picks the next packet a network card sends. Gemini 4 Argon and Claude Opus 5.5 each gave it a faster clock than its authors did, one with the same memory and one with registers in its place. We build the circuit up from a 16-priority example to show both.
QuarterPIR, a EUROCRYPT 2024 scheme, lets a client read a database without revealing what it reads. Muse Wonder 1.0 cut its bytes per lookup by 27%, with privacy unchanged. We build the scheme up from a 16-entry example to show how.
