https://sparsenotes.com/tags/inference-scaling/ Recent content in inference-scaling on Sparse Notes https://sparsenotes.com/images/og-default.png https://sparsenotes.com/images/og-default.png Hugo -- gohugo.io Sat, 08 Aug 2026 00:00:00 +0000 https://sparsenotes.com/posts/2026/08/stanford-cs329a-self-improving-ai-agents/ Sat, 08 Aug 2026 00:00:00 +0000 https://sparsenotes.com/posts/2026/08/stanford-cs329a-self-improving-ai-agents/ Akanksha Chowdhery and Azalia Mirhoseini trace the arc from pre-training scaling laws through inference-time scaling to agentic workflows, and explain why verification is the bottleneck for self-improvement.