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David Smooke Founder & CEO at HackerNoon — Digital Publishing Evolution, AI Impact, Content Management Innovation, Community Growth, Future Visions
In this interview with David Smooke, founder of HackerNoon, he shares insights on the platform’s genesis aimed at overcoming content management hurdles at SmartRecruiters, evolving into a premier destination for tech narratives. He details HackerNoon’s commitment to...
Researchers from Meta AI and UCSD Present TOOLVERIFIER: A Generation and Self-Verification Method for Enhancing the Performance of Tool Calls for LLMs
Integrating external tools into language models (LMs) marks a pivotal advancement towards creating versatile digital assistants. This integration enhances the models’ functionality and propels them closer to the vision of general-purpose AI. This ambition encounters a...
Researchers from NVIDIA and the University of Maryland Propose ODIN: A Reward Disentangling Technique that Mitigates Hacking in Reinforcement Learning from Human Feedback (RLHF)
The well-known Artificial Intelligence (AI)-based chatbot, i.e., ChatGPT, which has been built on top of GPT’s transformer architecture, uses the technique of Reinforcement Learning from Human Feedback (RLHF). RLHF is an increasingly important method for utilizing the...
Can Machine Learning Models Be Fine-Tuned More Efficiently? This AI Paper from Cohere for AI Reveals How REINFORCE Beats PPO in Reinforcement Learning from Human Feedback
The alignment of Large Language Models (LLMs) with human preferences has become a crucial area of research. As these models gain complexity and capability, ensuring their actions and outputs align with human values and intentions is paramount. The conventional route...
Can Machine Learning Teach Robots to Understand Us Better? This Microsoft Research Introduces Language Feedback Models for Advanced Imitation Learning
The challenges in developing instruction-following agents in grounded environments include sample efficiency and generalizability. These agents must learn effectively from a few demonstrations while performing successfully in new environments with novel instructions...
Meet MiniCPM: An End-Side LLM with only 2.4B Parameters Excluding Embeddings
In the fast-evolving world of technology, language models play a crucial role in various applications, from answering questions to generating text. However, one challenge these models face is their size, which can limit their capabilities and applications. Developers...
