https://thecodersblog.com/tag/sakana-ai/Recent content in Sakana AI on The Coders BlogHugoen-usMon, 11 May 2026 10:34:14 +0000https://thecodersblog.com/sakana-ai-and-nvidia-s-twell-with-cuda-kernels-2026/Mon, 11 May 2026 10:34:14 +0000https://thecodersblog.com/sakana-ai-and-nvidia-s-twell-with-cuda-kernels-2026/<p>You painstakingly prune your state-of-the-art LLM, achieving an astonishing 95% activation sparsity. The theoretical promise of &ldquo;doing less&rdquo; computation whispers of lightning-fast inference and dramatically reduced energy bills. Yet, when you deploy this leaner model to production, the stark reality hits: inference times actually <em>increase</em>. Profilers reveal an insidious overhead from sparse matrix operations, a frustrating paradox where reducing computation leads to slower execution. This isn&rsquo;t an isolated incident; it&rsquo;s a recurring nightmare for AI engineers chasing efficiency on modern hardware.</p>