AI Agent: Comprehensive Analysis of 7 Cognitive Frameworks and Code Implementation

AI Agent: Comprehensive Analysis of 7 Cognitive Frameworks and Code Implementation

Book Giveaway at the End AI Agent has recently become extremely popular. Sam Altman once described the future of AI Agents: “Today’s AI models are the ‘dumbest’ they will ever be; they will only become smarter in the future!” Andrew Ng also praised at the AI Ascent 2024 conference: “This is the golden age of … Read more

Five Levels of Artificial Intelligence Agents

Five Levels of Artificial Intelligence Agents

AI Five Levels of Artificial Intelligence Agents Cobus Greyling Autonomous AI Agents are capable of independently executing a series of complex tasks to achieve their goals. The terms AI agents, autonomous agents, agentic applications, or what I refer to as agentic X are interchangeable. · Some Background · I really enjoy the example of Agile’s … Read more

AI Agent: From Tool to User of Tools

The AI chat application Kimi has quickly gained popularity, introducing a reward-based charging model. Compared to membership fees, this approach of humanizing AI provides a brand new experience and prompts us to reflect on the changing relationship between AI and humans. Pre-trained Large Models: From “Specialized” to “General”.Over the past 30 years, AI researchers have … Read more

From Specialized to Generalized: Trends and Prospects in AI

From Specialized to Generalized: Trends and Prospects in AI

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP graduate students, university professors, and corporate researchers. The Vision of the Community is to promote communication and progress between the academia and industry of natural language processing and machine learning, especially for the advancement of … Read more

Embracing AI Agents: KPMG’s Enterprise-Level New Productivity Solutions

Embracing AI Agents: KPMG's Enterprise-Level New Productivity Solutions

Trends Tracking The Heat of New Productivity Remains Unabated, AI Agents Lead the Transformation Since September 2023, General Secretary Xi Jinping first proposed the term “new productivity” during his visit to Heilongjiang. In the 2024 government work report, it emphasized that “new productivity” has become a key task for this year. Various social entities must … Read more

An In-Depth Look at AI Agents

An In-Depth Look at AI Agents

In the past year, the rapid development of general large language models (LLMs) has attracted global attention. Tech giants like Baidu have launched their own large models, continuously pushing the performance limits of language models. However, the industry’s goals for LLMs are no longer limited to basic Q&A functions, but are seeking to utilize large … Read more

Understanding Intelligent Agents: From Concept to Application

Understanding Intelligent Agents: From Concept to Application

Author: Chen Zhi Yan This article is approximately 5500 words long and is recommended to be read in 10 minutes. This article introduces the concept and applications of intelligent agents. 1. The Concept of Intelligent Agents 1.1 What is an Intelligent Agent An intelligent agent, as an important concept in the field of artificial intelligence, … Read more

AI Agents Reshaping Personalized Teaching Efficiency

AI Agents Reshaping Personalized Teaching Efficiency

The rapid development of artificial intelligence technology has injected new momentum into the systemic transformation of the education sector, accelerating the digital transformation process of education. Many regions are seizing the opportunities of “AI+”, and relevant departments have successively introduced several policies. Among them, the “Haidian District ‘AI+Education’ Three-Year Action Plan (2024-2026)” proposes tasks such … Read more

AI Agents: Beyond Large Models and Their Strength

AI Agents: Beyond Large Models and Their Strength

Today, let’s talk about a particularly hot concept in the current technology field—AI Agents! The former world’s richest person wrote on his personal blog: AI Agent (AI Intelligent Agent/Assistant) “will completely change the way we use computers and disrupt the software industry.” He also predicted that “Android, iOS, and Windows are platforms; AI Agents will … Read more

Botnets Trigger IoT Security Battle: Discussing Embedded Security

The rise of Internet of Things (IoT) botnets has become a security threat in emerging industries such as smart homes, smart cities, and industrial networking. Distributed Denial of Service (DDoS) attacks from botnets have been around for some time, and IoT botnets are not new either. Botnets and Their Potential Threats A botnet refers to … Read more