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Hitting and Breaking Ceilings and the Slope

  • Brian Wang--Next Big Future
  • published date: 2026-08-06 22:37:03 UTC

What a 23% kernel speedup tells us about whether AI can improve itself and how to quantify the gains. In 2025, Google DeepMind’s AlphaEvolve, an AI system that discovers algorithms, found a way to make a FlashAttention kernel run 23% faster. This was a great …

What a 23% kernel speedup tells us about whether AI can improve itself and how to quantify the gains. In 2025, Google DeepMind’s AlphaEvolve, an AI system that discovers algorithms, found a way to m… [+11301 chars]