A groundbreaking paper released recently reveals insights into the world of AI that are causing a stir. The key takeaway is that we are on the brink of major advancements in AI, with models that are not only cutting-edge but also surprisingly accessible even on a regular laptop. The paper delves into the concept of Inference Scaling, showing how allowing AI models to “think” longer can significantly enhance performance. One unconventional method mentioned involves using XML tags to control the model’s thought processes, a quirky yet effective approach. The paper also highlights the importance of extreme data frugality in achieving top-notch results without breaking the bank. Furthermore, the debate surrounding AI development and geopolitics adds an interesting layer to the discussion. Overall, this paper sets the stage for exciting new developments in AI that are bound to make waves in 2025.
https://timkellogg.me/blog/2025/02/03/s1