Research

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Discussing the most interesting research articles in AI in easy to understand terms.

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Research
Image of: New Google Research on reducing hallucinations in LLMs that use RAG New Google Research on reducing hallucinations in LLMs that use RAG

New Google Research on reducing hallucinations in LLMs that use RAG

By Marie Haynes
Research, Gemini, ChatGPT

This is an interesting Google Research Paper, published in December 2024. The methods introduced here reduced hallucination rates when using Retrieval Augmented Generation (RAG) in models like Gemini and GPT by 2-10%...

Image of: Training Language Models to Self-Correct via Reinforcement Learning - DeepMind paper Training Language Models to Self-Correct via Reinforcement Learning - DeepMind paper

Training Language Models to Self-Correct via Reinforcement Learning - DeepMind paper

By Marie Haynes
Research, DeepMind, Google

Google DeepMind's SCoRe method uses reinforcement learning to train language models to effectively self-correct through iterative revision, significantly improving their accuracy and reliability....

Image of: A Beginner's Guide to Understanding the Development of Conversational AI A Beginner's Guide to Understanding the Development of Conversational AI

A Beginner's Guide to Understanding the Development of Conversational AI

By Marie Haynes
Learn, Gemini, Research, Google

How wild is it that we have learned to communicate with machines in natural language? I recently watched this talk by Jeff Dean and learned so much about the progression of AI in this area and was inspired to write this article....