Exploring the Generative AI Industry Ecosystem: Unlocking Infinite Possibilities

Exploring the Generative AI Industry Ecosystem: Unlocking Infinite Possibilities

1. Introduction: The AI Wave Is Here In today’s rapidly advancing technological era, generative artificial intelligence is undoubtedly the most shining star. From ChatGPT, which can create stories effortlessly, to Midjourney, which can draw exquisite paintings, and AI voice synthesis tools that realistically reproduce human voices, they are infiltrating every aspect of our lives at … Read more

A Beginner’s Guide to Neural Networks

A Beginner's Guide to Neural Networks

Produced by Big Data Digest Compiled by: Li Lei, Da Jieqiong, Yun Zhou If you have opened a browser in the past few years, you have definitely seen the term “neural network” hundreds of times. In this short article, I will give you a preliminary introduction to this field and background information about neural networks … Read more

2025 AI Engineering Advancement Guide: Unlocking 10 Core Areas

2025 AI Engineering Advancement Guide: Unlocking 10 Core Areas

Editor’s Overview This reading list published by Latent Space selects 50 papers in the field of AI engineering, covering ten core modules, providing valuable resources for AI engineers and other professionals to enhance their skills. The cutting-edge large language model (LLM) section covers the latest developments of major series models; the benchmarking and evaluation module … Read more

DS-Agent: Case-Based Reasoning for Data Science Automation

DS-Agent: Case-Based Reasoning for Data Science Automation

Machine Heart Column Machine Heart Editorial Team Case-based reasoning empowers large model agents to tackle automated data science tasks. Teams from Jilin University, Shanghai Jiao Tong University, and Wang Jun’s team have released a framework focused on data science called DS-Agent. In the era of big data, data science encompasses the entire cycle of extracting … Read more

Introduction to Large Language Model Agents

Introduction to Large Language Model Agents

Large Language Model Agents Large Language Models (LLMs) have brought revolutionary changes in various fields. Specifically, LLMs have been developed as agents capable of interacting with the world and handling various tasks. With the continuous advancement of LLM technology, LLM agents are expected to become the next breakthrough in artificial intelligence, fundamentally transforming our daily … Read more