What Exactly is an AI Agent in Artificial Intelligence and Large Language Models (LLM)?

What Exactly is an AI Agent in Artificial Intelligence and Large Language Models (LLM)?

With the ongoing popularity of AI globally, aside from Large Language Models (LLM), another focal point should be AI Agent. Since March and April of this year, AI Agents have continuously attracted close attention in the field of artificial intelligence and even in society as a whole, and many believe they are key to the … Read more

linkboy.AI – Exploring Intelligent Hardware Development Paradigms in the AI Programming Era

linkboy.AI - Exploring Intelligent Hardware Development Paradigms in the AI Programming Era

Software Introduction: linkboy.AI is a self-developed visual AI programming simulation platform aimed at fields such as the Internet of Things, edge intelligent computing, and industrial control. It features a built-in library of various hardware modules and an intuitive hardware wiring interface, supporting natural language interactive programming, allowing one-click simulation of AI-generated code on a computer, … Read more

MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing

MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing

Basic Information Original Title: MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing Original Authors: Youssef Maklad, Fares Wael, Ali Hamdi, Wael Elsersy, Khaled Shaban Affiliations: MSA University, Giza, Egypt (first four authors) Qatar University, Doha, Qatar (Khaled Shaban) Keywords: Protocol Fuzzing, Cybersecurity, Finite State Machine, Reverse Engineering, Large Language Models, Multi-Agent Systems, Dense … Read more

Full Fine-tuning vs LoRa Fine-tuning: Which Approach is More Suitable for You in the Era of Large Models?

Full Fine-tuning vs LoRa Fine-tuning: Which Approach is More Suitable for You in the Era of Large Models?

In the rapidly evolving landscape of Large Language Models (LLMs), how to efficiently adapt models to specific tasks or domains has become a core concern for every AI developer and enterprise. Fine-tuning has emerged as a crucial method for enhancing model performance, leading to various technical paths in recent years. Among them, Full Fine-tuning and … Read more

What is Embedded Access to Large Models: Concepts and Application Scenarios

What is Embedded Access to Large Models: Concepts and Application Scenarios

In today’s rapidly developing field of artificial intelligence, large models (LLM, Large Language Model) have gradually transitioned from the cloud to the edge, moving from research laboratories into real industry applications. For social workers, this is not just a technical trend, but a new opportunity related to service innovation, social governance, inclusive education, and the … Read more

AI Agents Based on Large Language Models

AI Agents Based on Large Language Models

Recently, Bill Gates published an article discussing how AI Agents will fundamentally change the way you use computers and disrupt the software industry, bringing a significant revolution to the computing domain.From now on, you no longer need to use different applications for different tasks. You can simply use natural language to tell your device what … Read more

Comprehensive Research on AI Agent Development and Applications: Principles, Development, Applications, and Challenges

Comprehensive Research on AI Agent Development and Applications: Principles, Development, Applications, and Challenges

The following article is from the WeChat public account: Wang Knowledge Author: Wang Knowledge Link: https://mp.weixin.qq.com/s/CVmqZvePPMQgTs3JULyEZQ This article is for academic sharing only. If there is any infringement, please contact us for deletion. Abstract This article explores the development and application of AI Agents in 2023, detailing the concepts, principles, development, applications, challenges, and prospects. … Read more

Understanding LoRA: A Cost-Effective Method for AI Adaptation in Just Ten Minutes

Understanding LoRA: A Cost-Effective Method for AI Adaptation in Just Ten Minutes

It’s not difficult at all; a good paper will make you soar. I will use many examples to help you understand it instantly, so don’t be afraid! Here’s a tip: You can skip the parts you don’t want to read, take what you need, and finishing reading is more important than understanding everything. If you … Read more

Understanding AI Agents: Concepts and Principles of Large Model Artificial Intelligence

Understanding AI Agents: Concepts and Principles of Large Model Artificial Intelligence

Click the blue text above to follow us Preface: The essence of an AI Agent is the ability to call tools from large models, and the recently popular Manus is actually an application of this. For example, if you want to create a travel plan, you tell the large model your schedule, such as: preparing … Read more

What is an AI Agent? The Ultimate Guide to Core Architecture, Key Applications, and Future Trends

What is an AI Agent? The Ultimate Guide to Core Architecture, Key Applications, and Future Trends

At the forefront of the artificial intelligence wave, following the stunning debut of large language models (LLMs) like GPT-4, a more disruptive concept is rapidly moving from the background to the forefront—AI Agents. As highlighted in several forward-looking reports by various tech media, AI Agents are widely regarded as the “next battlefield after large models.” … Read more