There are reports that some power users are switching from Claude to SpaceXAI’s $300 SuperGrok Heavy tier. They cite slowdowns in models like Fable 5 and Sonnet 5 amid Anthropic’s usage boost ending August 19. They praise Grok 4.6 for its balance of intelligence and lower per-task costs on agentic tasks. Grok Bot adds always-on ... Read more
Kaplan/Chinchilla scaling laws provide a broad description of the resources needed to improve AI. The measured relationship is that loss falls as a power law in compute: L ≈ L∞ + A·C^(-α), with α somewhere around 0.05–0.07 for language models. Each halving of excess loss costs roughly 10–1000x more compute depending on the exponent. Converting ... Read more