In the pursuit of scientific advances, researchers combine ingenuity and creativity with insight and expertise grounded in literature to generate novel and viable research directions and to guide the exploration that follows. In many fields, this presents a breadth and depth conundrum, since it is challenging to navigate the rapid growth in the rate of scientific publications while integrating insights from unfamiliar domains. Yet overcoming such challenges is critical, as evidenced by the ma...| research.google
1 Introduction| arxiv.org
This Gradient Updates issue explores how much energy ChatGPT uses per query, revealing it’s 10x less than common estimates.| Epoch AI
While scaling compute is key to improving LLMs, post-training enhancements can offer gains equivalent to 5-20x more compute at less than 1% of the cost.| Epoch AI
The DeepSeek Narrative Takes the World by Storm DeepSeek took the world by storm. For the last week, DeepSeek has been the only topic that anyone in the world wants to talk about. As it currently s…| SemiAnalysis