AI, Essential

1. Rethinking Reflection in Pre-Training
   2025/04/05 by Essential AI, AI, Essential, Darsh Shah +53 · 33 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
2. Practical Efficiency of Muon for Pretraining
   2025/05/04 by Essential AI, AI, Essential, I. Shah +46 · 29 citations
   Computer Science · #Computational Physics and Python Applications #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
3. Essential-Web v1.0: 24T tokens of organized web data
   2025/06/17 by Essential AI, AI, Essential, Andrew Hojel +52 · 3 voices · 2 citations
   Decision Sciences · Computer Science · #Data Quality and Management #Semantic Web and Ontologies #Advanced Database Systems and Queries