Blog #157: Machine Learning Review July 2023

Photo by Glen Carrie on Unsplash

[ED: There’s a bit of a mix of content here. On balance, it’s 3/5 propeller hats.]

Here’s my review of all of the interesting things that happened in machine intelligence in July 2023.

Beyond ChatGPT: Stuart Russell on the Risks and Rewards of AI This video features a discussion with Stuart Russell, a prominent figure in artificial intelligence. It explores the broader implications of AI, including ethical concerns, the future of AI in society, and the balance between the benefits and potential risks associated with advanced AI technologies. #ArtificialIntelligence #StuartRussell #AIethics #FutureOfAI #ChatGPT

Machine Learning from Scratch (AsemblyAI) This playlist is a series of tutorial videos that offer a comprehensive guide to machine learning for beginners. It covers fundamental concepts, algorithms, and practical implementation details, making it suitable for those who are new to the field or looking to strengthen their understanding of machine learning basics. #MachineLearningBasics #MLTutorials #LearnAI #DataScience #AIforBeginners

A complete overview of word embeddings This article provides an in-depth explanation of word embeddings in machine learning. It covers the concept of how word embeddings are used in natural language processing (NLP), different types of embeddings like Word2Vec and GloVe, and their applications in various machine learning models. #WordEmbeddings #MachineLearning #NLP #AIeducation #Word2Vec

What We Know About LLMs (Primer) This article provides a comprehensive overview of Large Language Models (LLMs), focusing on their development, capabilities, and the latest advancements. It discusses the architecture of LLMs, particularly Transformers, their generalisation abilities, scaling behaviours, and research trends. The article also delves into specific models like InstructGPT and the challenges of aligning LLMs with human values and intentions, highlighting their potential as reasoning agents. #MachineLearning #LLMs #AIResearch #InstructGPT #TransformersAI

Originally published by M@ on Medium.