Mastering DeepSeek: A Guide to Large Model Learning and Pitfalls

Mastering DeepSeek: A Guide to Large Model Learning and Pitfalls

Preface Happy holidays, everyone. During the New Year, I believe many of you have been inundated with the domestic AI large model DeepSeek. With the rapid development of artificial intelligence, DeepSeek has become a hot large language model (LLM). However, many students still view it as just a “chatbot” or mistakenly believe it to be … Read more

Essential Guide to Using DeepSeek for Teachers and Students

Essential Guide to Using DeepSeek for Teachers and Students

In today’s rapidly developing field of artificial intelligence technology, DeepSeek is currently the hottest AI large language model and serves as a powerful assistant for teachers to enhance teaching quality, innovate classroom teaching, and for students in their daily learning. Today, I will share with you three common scenarios and usage examples that teachers frequently … Read more

Why Transformer-Based Large Models Dominate Development!

Why Transformer-Based Large Models Dominate Development!

In the development of artificial intelligence, the evolution of model architectures is comparable to the process of the human industrial revolution. From the initial traditional neural networks to today’s Transformer architecture, each technological innovation has propelled a leap in AI technology. The emergence of the Transformer model has not only changed the landscape of natural … Read more

Understanding The Anxiety Of Technological Development Through ChatGPT

Understanding The Anxiety Of Technological Development Through ChatGPT

1Event Interpretation What is ChatGPT? It is a new chatbot model developed by the American artificial intelligence research laboratory OpenAI. It can engage in conversations by learning and understanding human language, interact based on the context of the chat, and assist humans in completing a series of tasks. This AI language model makes writing emails, … Read more

ChatGPT Gives Machines Humanity Through Dialogue

ChatGPT Gives Machines Humanity Through Dialogue

Participated in the SAT (Scholastic Assessment Test) of American universities. Wrote script dialogues in the style of the characters from “Friends”. Planned how to destroy the world. Generated keywords to guide AI in painting. …… ChatGPT is trending online. It answers user questions in almost any field with seemingly “human-like” language. And it has a … Read more

Understanding Embodied Intelligence: Key Components and Technologies

Understanding Embodied Intelligence: Key Components and Technologies

Currently, there are two major trends in the tech industry: one is the wave of large models sparked by ChatGPT, and the other is the trend of humanoid robots, more broadly referred to as the wave of embodied intelligence. Especially after witnessing the investments and showcases of companies in humanoid robots at last week’s World … Read more

Elon Musk’s Grok-3: What’s So Smart About It?

Elon Musk's Grok-3: What's So Smart About It?

Introduction: On February 18, 2023, at noon Beijing time, the Grok-3 model developed by Elon Musk’s AI startup xAI was officially released. Previously, Musk described Grok-3 as “the smartest AI on Earth”. He stated on the X platform: “I spent the entire weekend refining the product with the team.” It is reported that on the … Read more

The Mathematical Engineering of Deep Learning

The Mathematical Engineering of Deep Learning

Source: ZHUAN ZHI This article is a book introduction, recommended reading time: 5 minutes. This book provides a comprehensive and concise overview of the mathematical engineering of deep learning. This book provides a comprehensive and concise overview of the mathematical engineering of deep learning. In addition to outlining the fundamentals of deep learning, the course … Read more

A Comprehensive Overview of Deep Learning for Beginners

A Comprehensive Overview of Deep Learning for Beginners

This article is reproduced from Machine Heart.This overview paper lists important research achievements in deep learning in recent years, covering methods, architectures, as well as regularization and optimization techniques. Machine Heart believes that this overview is a good reference for beginners in deep learning, helping to form a basic academic landscape and guiding literature searches. … Read more

AI Technology in Drug Development: Research and Applications

AI Technology in Drug Development: Research and Applications

Introduction The era of artificial intelligence (AI) participating in drug research and development is rapidly approaching. In recent years, AI technology has achieved remarkable results in small molecule drug development, demonstrating tremendous potential in molecular innovation, target discovery, and clinical outcome prediction, attracting the attention of numerous pharmaceutical companies and investors worldwide. In the first … Read more