Rubrics as Rewards: A New Paradigm for Training Reliable AI AI models face significant challenges when applied to nuanced, high-stakes fields like medicine and science. Standard training techniques, such as Reinforcement Learning from Human Feedback (RLHF), of... AI safety AI training expert guidance language models model evaluation RLHF rubrics
Rethinking AI Collaboration: How CollabLLM Trains LLMs for Real Conversations While large language models (LLMs) have achieved remarkable feats in solving complex tasks recently, they often stumble in genuine, multi-turn conversations. Their typical training on isolated prompts... AI training collaboration human-AI interaction LLMs multi-turn dialogue reinforcement learning user-centric AI
Hermes 4: Open-Source AI Rivaling Industry Leaders Without Content Limits Hermes 4, the latest innovation from Nous Research is an open-source AI project gaining traction by setting new standards and outperforming popular systems like ChatGPT while removing the content rest... AI benchmarks AI training content moderation Hermes 4 language models open-source AI user control