How DiscoRL Is Changing the Rules: AI That Discovers Its Own Learning Algorithms What if artificial intelligence could not only learn from experience but also invent the very rules that govern its learning, outpacing even the best human-crafted algorithms? Google DeepMind has take... AI research algorithm discovery automation DeepMind generalization meta-learning neural networks reinforcement learning
Scaling Laws Unveiled: The Mathematical Blueprint Behind Smarter, Cheaper AI Models Training a state-of-the-art language model can cost tens of millions of dollars and months of computation time, not to mention the expertise needed for development. Yet until now, researchers have bee... AI Chinchilla deep learning GPT-3 language models machine learning neural networks optimization principal component analysis scaling laws statistical methodology
Neural Networks Are Transforming 3D Rendering: Inside Microsoft's RenderFormer 3D rendering powers our most captivating digital experiences, from blockbuster movies to cutting-edge virtual reality. Traditionally, this field has relied on physics-based methods to recreate the int... 3D rendering AI research computer graphics deep learning machine learning neural networks RenderFormer SIGGRAPH
Demystifying AI: Open-Source Circuit Tracing Tools Illuminate Neural Networks Artificial intelligence has made remarkable strides, but understanding how models arrive at their answers remains a daunting challenge. Anthropic’s new open-source circuit tracing tools promise to bri... AI research AI transparency attribution graphs circuit tracing interpretability language models neural networks open source