Zhou Hongyi: Four Unexplained Phenomena of GPT

Zhou Hongyi: Four Unexplained Phenomena of GPT

In the face of the incredible intelligence exhibited by the GPT model, we need to correctly understand the profound impact brought by this breakthrough in artificial intelligence. Zhou Hongyi, founder of 360 Group, recently elaborated in a live stream on four incredible capabilities exhibited by the GPT model: emergence, hallucination, language transfer, and logical enhancement. … Read more

Exploring GPT Security: Beyond Innovation, Safeguarding the Digital Society

Exploring GPT Security: Beyond Innovation, Safeguarding the Digital Society

With the rapid development of artificial intelligence technology, GPT (Generative Pre-trained Transformer), as a leader in the field of natural language processing, undoubtedly brings unprecedented innovation to our digital society. However, with its widespread application, we should also pay attention to the security issues of GPT to ensure that its innovative power is not misused, … Read more

Analysis of Rapid Iteration Causes, Development Challenges, and Strategies for AI Models

Analysis of Rapid Iteration Causes, Development Challenges, and Strategies for AI Models

On March 15, OpenAI released the next generation multimodal large model GPT-4. Compared to ChatGPT, which was launched four months ago, GPT-4 has made a qualitative leap in image recognition, integrated processing of image and text data, and logical reasoning. The rapid iteration and innovation of large AI models in the United States poses a … Read more

The Evolution of GPT Models: Past and Present

The Evolution of GPT Models: Past and Present

Author: Li Yuanyuan This article is about 3000 words long, recommended reading time is 6 minutes. This article introduces the evolution of the GPT model. 1 Overview of GPT Models The GPT model, short for Generative Pre-trained Transformer, was developed by the OpenAI team and is a deep learning-based natural language processing model. It learns … Read more

Three Core Abilities of GPT Explained

Three Core Abilities of GPT Explained

Through the previous two articles in this series, we learned about what large language models are and roughly understood the training process of large language models. After completing the training of GPT, computer scientists discovered that it exhibited many surprising abilities. Understanding these abilities is crucial for us to comprehend, learn, and utilize GPT. This … Read more

From Word2Vec to GPT: Understanding the Family Tree of NLP Models

From Word2Vec to GPT: Understanding the Family Tree of NLP Models

Analyst Network of Machine Heart Author: Wang Zijia Editor: H4O This article starts from the ancestor level word2vec and systematically sorts out the “genealogy” of GPT and the large NLP “family group” led by word2vec. GPT did not emerge out of nowhere; it is the result of the efforts of many people and a long … Read more

Hands-On Tutorial: Automate News Generation with Make and GPT

Hands-On Tutorial: Automate News Generation with Make and GPT

♥Follow ★Star ☍Join Group Get AI Deep Tutorials First Hello everyone! In my previous shares, I showed you how to use Make + GPT to automatically capture trending news and generate press releases. Today, I bring you a simplified version along with a detailed hands-on tutorial. If you’re interested, let’s try to create your own … Read more

Understanding LLM, GPT, AIGC, AI Agent, and Agentic AI

Understanding LLM, GPT, AIGC, AI Agent, and Agentic AI

Introduction 2024 is set to be a year of full bloom for AI Large Models, with major companies releasing their own large model application products, such as: • Tencent’s Yuanbao • Alibaba’s Tongyi Qianwen • Byte’s Doubao • Baidu’s Wenxiaoyan • The Dark Side of the Moon’s Kimi • And many more It’s a dazzling … Read more

The GPT Legacy: Tracing the Transformer Family Tree

The GPT Legacy: Tracing the Transformer Family Tree

The Analyst Network of Machine Heart Author:Wang Zijia Editor: H4O This article introduces the Transformer family. Recently, the arms race of large language models has dominated much of the discussions among friends, with many articles exploring what these models can do and their commercial value. However, as a small researcher immersed in the field of … Read more